knitr::opts_chunk$set(echo = TRUE)
getwd()
## [1] "/Users/mirajulfahim/Downloads/ecob2000_lecture1/Econometrics Project"
setwd("/Users/mirajulfahim/Downloads/ecob2000_lecture1/Econometrics Project")

library(foreign)
x<-read.csv("/Users/mirajulfahim/Downloads/hmda_2017_ny_all-records_labels.csv")

dat2 <- x[-c(1,4,5,7,9,11,13,16,18,21:23,26,28,30,32:40,42:50,52,54,57,59:64,66,68:71,78)]

dat3<- subset(dat2, select =c(property_type_name, loan_purpose_name, owner_occupancy_name ,loan_amount_000s, preapproval_name, action_taken_name, msamd_name, county_name, applicant_ethnicity_name, co_applicant_ethnicity_name, applicant_race_name_1,applicant_race_name_1, applicant_sex_name, co_applicant_sex_name, applicant_income_000s, purchaser_type_name, denial_reason_name_1 , hoepa_status_name, lien_status_name ,population, minority_population ,hud_median_family_income , number_of_owner_occupied_units, number_of_1_to_4_family_units))

dfna <- dat3[ , c("property_type_name", "loan_purpose_name", "owner_occupancy_name" ,"loan_amount_000s", "preapproval_name", "action_taken_name", "msamd_name", "county_name", "applicant_ethnicity_name", "co_applicant_ethnicity_name", "applicant_race_name_1","applicant_race_name_1", "applicant_sex_name", "co_applicant_sex_name", "applicant_income_000s", "purchaser_type_name", "denial_reason_name_1" , "hoepa_status_name", "lien_status_name" ,"population", "minority_population" ,"hud_median_family_income" , "number_of_owner_occupied_units", "number_of_1_to_4_family_units")] 
dfna <- dat3[complete.cases(dat3), ] # Omit NAs by columns
attach(dfna)

library(VIM)
## Loading required package: colorspace
## Loading required package: grid
## VIM is ready to use.
## Suggestions and bug-reports can be submitted at: https://github.com/statistikat/VIM/issues
## 
## Attaching package: 'VIM'
## The following object is masked from 'package:datasets':
## 
##     sleep
VIM::aggr(dfna)

VIM::aggr(dat3)

# Now we have a look at $applicant_income_000s column of the dfna dataset with boxplot
boxplot(dfna$applicant_income_000s)
# You can get the actual values of the outliers with this
boxplot(dfna$applicant_income_000s)$out

##     [1]    462   1938    535    276   4130    715   1414    434    405    396
##    [11]    906   1239    425    319    279    273    525    287    366    275
##    [21]   1439   1066    333    606    340    539    309    410    415    328
##    [31]    590   1200    385    280    298    337    335    505    626    505
##    [41]    813    377   4342    463    596    318    316    289    942   2410
##    [51]    423    358    629    458    571    319    349    289    554   5364
##    [61]    290   1800   2719    452    847    276    413    318    296    292
##    [71]   1083    574    352    610   2692    320    351    340    432    814
##    [81]    355    339    280   1279    365    335    371    285    412    314
##    [91]    427    359   1184    276    542    354    274    313    388   2321
##   [101]    490   1178    348    931    640   2086    285    407    278    743
##   [111]    649    455    290    278    275    280   2958    875    596   8000
##   [121]    282   1095    372    376    294    313    316    576    573    278
##   [131]   1980    290    378   1200    450    425    490    816    526   2472
##   [141]   1057    748    625   1300    353    302    487    307    320    323
##   [151]    487    353    300    310    359    660   1100    297    574    326
##   [161]    301    571    275    291   1315    408    293    787   1100    331
##   [171]    356    347    285    367    400    284    356    897   1380   1010
##   [181]    371    716    296    275    316    283    285    374    575    412
##   [191]    840    580   1749    583    384   1777    774    327    275    336
##   [201]    959    562    275    600    287   1536    522    421    449    437
##   [211]    290    282   1764    941    396   1232    305    550    306    904
##   [221]    405    332    283    275    410    512    443    687    319    818
##   [231]    282    394    500    394   2829    604   2150    720    365    719
##   [241]    482    616    301    897    297    281    577    353    384    372
##   [251]    403    364    330    274    417    295    606    500    313    388
##   [261]    831    480    425    449    372    311    357    615    525    365
##   [271]    452    507    780    274    274    300    451    377    419    358
##   [281]    393    351    406   1100    360   1150    350    797    775    694
##   [291]    287    342    946    287    287    280    332    748    361    578
##   [301]    434    450    344    750    288    319    334   1094    450    318
##   [311]    339    409    291    656    607    350    366    565    275    800
##   [321]    336   2858    468    390    361    348   1639    407   1045    366
##   [331]    558    779    580    900    313    471   2025    375    417    299
##   [341]    555    370   1475   1007    482   1200    500   1025    327    497
##   [351]    551    399   9999    330    301    880    350    753    599   1072
##   [361]    653   2854   7863   3027   3373    568    463    274    378    300
##   [371]    854    340    970    342    350    328    389    288    343    811
##   [381]    328    432    366    500    698    827    746    392    334    398
##   [391]    742    725    580   1063    420    352    430   1086    481    555
##   [401]    444    385    350    435    279    430    348    315    518    300
##   [411]    389    835    672    613    651    359    510    338    690    303
##   [421]    339    462    975    283    500    338    372   1563    435   2118
##   [431]    499    326    596    429    406    305    561    821    472    307
##   [441]   1498    600    706    842    283    396    313    354    556    274
##   [451]    514    380    469    293    315    350    624    332    638    589
##   [461]    359    350    355    878    545    491    392    335    354    562
##   [471]    308   1222    300    279    346    436    746    397    297   1406
##   [481]    280    278    340   2270    469    298    337   1343    300    276
##   [491]    654    448    600    429    300    650    517   1108    777    366
##   [501]    906    615    300    360    427    475    340    353    400   1905
##   [511]    505    461    318    347    645    610    310    543    289    285
##   [521]    929    777    281    280    399    563   2323    323    291    431
##   [531]   1050   2131    840   2950    305    583    322    360    429    771
##   [541]   1264    347    494   1376    732   1232    435    452    490    385
##   [551]    641    852    950    490    300    335    327   9999    501    352
##   [561]   2116    400    390    372   1164    320    447    330    718    285
##   [571]   1039    317   1256    510    861    297    321    405   6000    555
##   [581]    506   2959    550    320    350    296    331    384    361   1500
##   [591]    403    333    361    300    639    351    504    336    908    494
##   [601]    862    281   2107    591    390    352    525    529    410    340
##   [611]    863    338    717    454    410    516   1153    601   1591    274
##   [621]    900    354    281    309    359   1000    316    755    625    750
##   [631]    513    288    528    608    416   1200    707   2794    360    276
##   [641]    485    723    310    328    503    400   1592    449    378    797
##   [651]    518    284    297    365    437    347    297    323   1327    588
##   [661]    300    393   2580    513    300    483    365    300   3806    327
##   [671]    590    297    665    276    675    275   1231    399   1532    316
##   [681]    284    738   2756   4644    281   1059   2349    374    496    363
##   [691]    287   2134   3360    527   6750    464   1021    528   2048    877
##   [701]    593    636    725    424    342    330    826    517    375    535
##   [711]    297    291    393    370    286    403    298    442    394    289
##   [721]    318    330   1296    340    382    388    340   1729    394    314
##   [731]    500    302   4307    502   1361    317    291    468    305   1358
##   [741]    274    377    345    312    456    927    491    557    305    634
##   [751]    724    390    286    304    302    738    337    300    407    328
##   [761]    486    600    330    400    383    485   1245    980   1465   1106
##   [771]    603    323    357   1011    531    335    340    460    367    359
##   [781]    485    531    700    573    276    300    300    533    440    282
##   [791]    295    780   1266    542    544    373    636    861    300    526
##   [801]    298    468    367    428    294    400    651    298    301    378
##   [811]    984    398    566   2321    274    300    300    423   1899    497
##   [821]    388    420    800    298    795   1472    341    367    381    586
##   [831]   1277   1673    676    296    291    677   1442    420    329    709
##   [841]   1052    296    780    480    457   1085    287    565    600    769
##   [851]    294    454   2475    396    483    423   1080    448    532    312
##   [861]    283    492   2323   1310    295    374    532    489   4024    642
##   [871]   1086   3170    743   1372    739    355    960    315    540    289
##   [881]    848    492    286    323    581    610    869   9999   1718    412
##   [891]    475    550    462   1218    370    567    358    582    330   1002
##   [901]   1180    306    441    289    361    316    690   1000    500    353
##   [911]   1020    375    398    287    325    317    458   1510    403    349
##   [921]    433   1133    600    356    281   1722    273   2014    371   6589
##   [931]    500    341    300   5543    365   4162    349    363    372    391
##   [941]   2903    400    327    489    457    782    728   1000   1385    544
##   [951]    562    466    278    466    520    700    797   1692    406    325
##   [961]    493    414    343    563    314   9765   1174    624    600    390
##   [971]    730    651    769    913    767    725    389    702    469    488
##   [981]    309    450   6000    921    480    525    317    342    343    772
##   [991]    651    663    300    350    376    308    362    280    461    280
##  [1001]    768    334    345    960    388    320    298    294    610   9999
##  [1011]    380    900    375    295    375    551   5059    384    323    363
##  [1021]    431    300    492    284    358    862    312    343    813    321
##  [1031]    305    400    650    507    692   1340    355   5105    334    644
##  [1041]    299    278   1665    472    481    335    836    595   1078    366
##  [1051]    457    371    361    297   1414    278    565    390    383   1710
##  [1061]    283   3352    579    317    472    959    289   1609    285    317
##  [1071]    575    678    637    469    415    440    643    425   2866   3515
##  [1081]    280   9999   2163    288    436    785   5008    344    345    368
##  [1091]    318    760    342   1025    672   2763   1135    298    479    295
##  [1101]    274    350    341    900    325    800   1990    600    308    506
##  [1111]    555    360    350    434    344    316   1038   1125    388    822
##  [1121]    442    325    534    575    378    555   2096    294   1663    285
##  [1131]   1058   2520    311    529    315    349    300    284    522   1323
##  [1141]    550   2478    373   2478    424    746    312    449    360    475
##  [1151]    335    970    324   1200    393   1190    370    277    275    425
##  [1161]    316    420    498    403    326    515    346   2129   1125    310
##  [1171]    310    820   6702    332    466    434    300    499    338    342
##  [1181]    283    300    584    750    485    275    360   3256    750    679
##  [1191]    975    681    300   1000    364    654    630   2000    355    350
##  [1201]    472    777    509    300    337    539    600    384    388   1443
##  [1211]    280    315    950    680    282    616   1438    629   1275    604
##  [1221]    296    312    420    566    285   1321    281   2083    449    291
##  [1231]    300    524    374    499    897    414    412    325    400    998
##  [1241]    571    480    391    406    312    442   1000   1832    316    280
##  [1251]    284    421    323    418    495    955    348    277    300    384
##  [1261]    576    375   2525    447    320    277    874   1533    290    438
##  [1271]    866   3527    288    285    360    530    314    580    859    483
##  [1281]    686    395    345    585    827    295    300    450    412    308
##  [1291]    867    315   3028    330   1080    276    450    507    493    577
##  [1301]    537   1503    491    751    574    532    423    300    360    287
##  [1311]    498   1989    660    375    552    273    321    287    515    560
##  [1321]    287   3999    492    335   1999    647   1112    300   1000    381
##  [1331]    400    587    851    325    578    786    393    404    400    395
##  [1341]   1354    756    310    374    292    455    457    313    297    306
##  [1351]    407    370   4033    388    461    300    450    491    696    352
##  [1361]    282    375    552    519    400    320   2408    280    313    291
##  [1371]    504    660    675    276    575    283    317    344   1101   3564
##  [1381]    291    347    285    415    330    468    571   1011    274    620
##  [1391]    500   1340    292    344    610    274    298    366    800    400
##  [1401]    294   1437   2290   2075    502    875    297    316    295    745
##  [1411]    619    367    713    952    750    498    466    992    900    344
##  [1421]    703    507    373    278   2403    511   1292    330    366    913
##  [1431]    435    332    646    377    301    333    715   2489   7377    497
##  [1441]    620   1444    751    300    935    831   1500    435    293    387
##  [1451]    400    343    282    289    352    467    900    331    349    369
##  [1461]    300    292    575    475    280   2713    344    555    623    293
##  [1471]    295    400    425    347    290   1085    383    497    713    528
##  [1481]   1308    320    344    774    853   2410    893    274    352    337
##  [1491]    354    752    392    341    857    345    356    547    342    399
##  [1501]    282    400    490    305    588    629    303    305    345    323
##  [1511]    303    636    618    350    707   1129    310    288    341   1133
##  [1521]    321    362    553    323    933    309    565    401   2400    450
##  [1531]    405    490   3300    342    597    672    275    281    450    515
##  [1541]    534    406    416    435    759    540    427    291    317    320
##  [1551]    395    330    314    373    300    571    360    568    591    275
##  [1561]    396    350    766    454    400    451    300    326    400    865
##  [1571]    409    368    589   4406    334    464    445    293   2028   1063
##  [1581]    283    330    525    325   1900    599    280    380   1080    360
##  [1591]    436    470    806    399    576    460    372    445    932    624
##  [1601]    539    299   1100    387    397    361    444    511    320    635
##  [1611]    480    530    282    438    482    275    286   1013    312    460
##  [1621]    278    520    672    332    368    719    708    669  57844    447
##  [1631]    833    542    629    362    381    433   1283    415    664    575
##  [1641]    275    294    449    300    380    974    340    280    325    337
##  [1651]    420    683    500    466    915   3500    294    361    728    290
##  [1661]   1124    310    278    291    671    375    331    860   1199   1657
##  [1671]    312    299    320    290    505    280    459    476    286    377
##  [1681]    421   1734   1400    380    545    366   2803    314    785    578
##  [1691]    303    414    400    276    424   2349    406    516    327    445
##  [1701]    649    365    415    314   1005    344    300    365   1410    320
##  [1711]    552    770    500    400   1838    318    302    333    340   2763
##  [1721]    600    278    306    276    409    316    453    652    315    650
##  [1731]    390   2672    319    393    605    410    690    551   1249   1592
##  [1741]    726    275    469    365    325    359    329    343    425    290
##  [1751]   4009    278    840    378   4983    346    450    285    366    777
##  [1761]   2025    562    420    324    287    303    362   1995    300   7107
##  [1771]    562    441    410    330    331    411    278    320    767    375
##  [1781]    312   1080   2500    435   2146    675    362    300    575    938
##  [1791]    625   1698    310   7894    325    530    299    320    295    350
##  [1801]    500   1558   1342    664    850    305    823    764    293   1284
##  [1811]    407    718   1183   1033    416   1050    331    584    298    472
##  [1821]    436    278  21250    477    290   2199    630    300    701    768
##  [1831]    277    360    341    454   1831    450    300    465    493    469
##  [1841]    335    411   1655    477    485   1400   2245    565    349    356
##  [1851]    423    277   1150    470    284    627    500    730    760    275
##  [1861]    353    847    404    381   5642    443    480    317    347    300
##  [1871]    397    300    400    378    374    290    685    432    354    600
##  [1881]    439    375    961    512    732    375   2069    554   1200    801
##  [1891]    445   1187   2500    326    550    564    313    290    651   2500
##  [1901]   1155    380    442    374   1082    552   1400    741    679    306
##  [1911]    600   1112    566    631   1255    320    493    290    278    843
##  [1921]    442    324    382    361    306    736    306    385    407    521
##  [1931]    533    962   2065    299   1006    442   2672   1348    520    350
##  [1941]    389    426    359   1718   1987    327    353    551    300    545
##  [1951]    318   1187    400    383   1847    660    419    360    276    472
##  [1961]    488    283    277    726    468   2065    340    289    450    400
##  [1971]   3402    496    451    458   9999    499    385    425   1525   1234
##  [1981]    891    875    322    500    398   1022    508    436   2115   2355
##  [1991]    817    495    490    556    656    558    395   1584    332    458
##  [2001]    675    540    377    675   1345   1008   1275    405    785    519
##  [2011]    689    522    375    898    943    392   1404    652   1490    727
##  [2021]    345    979    338    303    663    400    981    475    303    776
##  [2031]    305    320    383    549    370    285    369    653    673    299
##  [2041]   1800    672    824    917    290    529    452    625    433    420
##  [2051]    699    503    335    480    279   1093    344    760   1000    319
##  [2061]   1090    474    300    298    340    413    554    400   1671    634
##  [2071]    312   2505    426    284    489    355    465    425    325    288
##  [2081]   2087    650    276    805    351   1244    552    304    490    341
##  [2091]    400    311    531    608    469    387    414    387   1351    900
##  [2101]    387    525    349    380    454    339    335   4277    542    475
##  [2111]   9999    627    304    589    533    673   1860    356    699    488
##  [2121]    553    474    484    291    418    350    700   1020    352    523
##  [2131]    738    375    538    396    303    291    339    735    311    354
##  [2141]   8530    483    683    505    309    367    400    301   1044    702
##  [2151]    425    552   3000    325    388    544    276    375    280    343
##  [2161]    301    277   1129   1256    355    357    311    720    443    600
##  [2171]    397    340    330    385    296   1440    325    600    299    321
##  [2181]   2692    530   4278    380    361    397    540    274    487   3576
##  [2191]    291    279    302    300    462    862    728    360    924    602
##  [2201]    404    587    287    494    593    945    292    787    555    350
##  [2211]    317    330    375    298    850    583    742    295    847   1200
##  [2221]    800    859    307    296    276    611   2000   1506    380   1440
##  [2231]    701    733    399    382    815    337    425   1917    427    471
##  [2241]    821   1793    300    376    338    448    290    485    452    300
##  [2251]    400    300    300    359    276   6702    671    302   1988    719
##  [2261]   1757    298    279    612    350    280    929    860   4236    415
##  [2271]    538   1251    384    341    390   1554    305    300    400    282
##  [2281]    307    275    274    632    356    433    520    500    338    417
##  [2291]    589    700    575    820   1150   1396    860    364    298    900
##  [2301]    500    762    465    725   1200    780    428    306    343    304
##  [2311]    373    383    276    950   2033   2524   1986    313   1752    456
##  [2321]    464    350    527    375    294    310   1282    529   2845    305
##  [2331]    280    600    540    570    368   5645    400   2443    639    280
##  [2341]   2500    386    361    830    560   3084    532    275    360    767
##  [2351]    541    434  14435    298    319    600    414    998    684   2815
##  [2361]    600    275   1610    277    363    304   1642   4000   1162    926
##  [2371]    472    449    440    330   4000    617    872    355   1800    419
##  [2381]    941    353    310    417   2691    750    622   1484    676    369
##  [2391]    339    538    563    342   1259    393    657    500    467    983
##  [2401]    350    425    957   1766    455    362    396    876    453    369
##  [2411]    275    407    801   2035    274   1078    365   1109    380    372
##  [2421]   1078   1388    300    730    300    520   1420    290    274    407
##  [2431]    275    540    319    360    273    325    577    301    480    368
##  [2441]    527    295    346    338    430    295    295    279    467    527
##  [2451]    297    996    450    280    428    662    420    450    290    303
##  [2461]   1000    647    317    300    427    800    317    353    285    315
##  [2471]    550    777    783    475    578    275    578    312    325    668
##  [2481]    657    435    834    890    365    296    276   1526    525    609
##  [2491]    900    428    372    450    616    540   2660    346    355    399
##  [2501]   2310    285    340    360    651    937    400    295    415    285
##  [2511]    315    542    318    782    400    364    995    367    314    629
##  [2521]    297    586    289    304    389    305   2745    417    304   1365
##  [2531]    318    485    664    387    930    580    313    589    362    355
##  [2541]    332    316    316    375    797    309    578    343    325    279
##  [2551]    293    374    558    506    275    274   1070    365    398    770
##  [2561]    790    300    285    294    651    274    352    444    396    330
##  [2571]    600    297    586    417   4128    277    280    357    281    323
##  [2581]    305    314    304    400    882    405    334    464   1321    371
##  [2591]    549    406    295    288    408    287    303   2318    466   2978
##  [2601]    539    350    274    304    689    446    790    344    340    907
##  [2611]    325    412    376    338    433    331    355    342   2664    503
##  [2621]    427    411   1839   1200    492    408    405    467    276   2224
##  [2631]    472    332    629    434    528    281    513    303    276    398
##  [2641]    400    365   6035    324    551    301    679    570    329    430
##  [2651]    279    300    417    435    513    483    277   1135    305    300
##  [2661]    287   3186    516   1063    643   1526    360   1100    335  10787
##  [2671]    282    765    314   4638    443    300    280    787    583    303
##  [2681]    293    944    345    331    375    350    361   1453    525    346
##  [2691]    506    290    594    275    362    358    275    550    550    294
##  [2701]    295   1251    329    300   2612    352    368    627    378    301
##  [2711]    300    500    415    492    344    489    285    282    413    286
##  [2721]    409    480    333    936    370    397    384    946   1403    885
##  [2731]    406    408    356    337    350    319    764    407    430    349
##  [2741]    585    297    398    478    674    290    850    413    761    273
##  [2751]   1300    587    281   7363    332    281    310    587    633    400
##  [2761]    633    780    550    443   1366    314    280    389    538    650
##  [2771]    389    330    492    533    621   1222    525    325    988    349
##  [2781]    337    289    399    283    400    696   1251    478    281    449
##  [2791]    694    287    581    779    900    321    308    336    303    274
##  [2801]    413    347    725    603    386    369    543    737    612    345
##  [2811]    471    762    275    291    285    428    833    347    275    350
##  [2821]   1230    375    600    370    382    308    315    314    325    845
##  [2831]    288    743   1058    426    475    394    712    327   6743    377
##  [2841]    587    353   2119   1235    528    788    643    306    785   1326
##  [2851]    305    580    310    500    325    414    674    397    325    990
##  [2861]    350    494   1361   2135    726   3113   1840    408    902    442
##  [2871]    395    930   3793    345   1500    367   2932    294    293    520
##  [2881]    352    550    425    526    402    639    647    280    603    350
##  [2891]   1000   1501    425    439    289    297    274    886    326    367
##  [2901]    302    291    282   2129    702    311   2290    297    304    675
##  [2911]    995    928    480    570   1509    466    564   4142   2396    337
##  [2921]    410    306    645    600    941   2223   1158   1402    312    358
##  [2931]    557    700   3121    396   1859   2221    334    350   2817    340
##  [2941]    375    758   1391    766    280    300   1919    443    285    375
##  [2951]    403    441   2804    374   1735    287    961    303   1325    590
##  [2961]    293   2697    352    545    360    480    489    452    362    387
##  [2971]    329    413   2000   3263    758   1340   1075   1496    492   1204
##  [2981]    310    463    339    752    610    275    620    490    311    588
##  [2991]    384    510    859    335    500    327    296    849    319    376
##  [3001]   1748   1008    541    390    658    319    280   1526    305   1571
##  [3011]   2516   1762    450    457    371    520    694    277   1003    305
##  [3021]    299    461    383   1100    564    943    371    374    350   1100
##  [3031]    518    295   1000    539   1095    400    631    284    500    600
##  [3041]    299    300    432    446    355    412    390    296    870   1600
##  [3051]    876    344   2197    658   1127   1352    412   1375    287    743
##  [3061]   1231    275    669    383    331    445    430    289    666    315
##  [3071]    281    784    300    478    710    306   2800    497    331    624
##  [3081]    501    494    280   2095   1260    332    998    473    667    366
##  [3091]    408    365    427    625    307    477    398    509    575    371
##  [3101]   2837    449    350    345    671    304    280    318    415    450
##  [3111]    542    346    488   1796    360    399    472    400   1182   1063
##  [3121]    342    520    431   2423    566    493    350    747    300    306
##  [3131]    500    506   1103   1908    340    846    505   2508    693    421
##  [3141]    365    668    320    289    345    961    373    669    566    377
##  [3151]    760    868    759   1043   3232    393    281    335    294    575
##  [3161]    523    285    281    350    288    645   2141    350    509    445
##  [3171]    332    300    285    320    360   1138    443    750    587   2526
##  [3181]    416    542    810    343    798   1447    400    449    279    512
##  [3191]    644    323    383    389    542    335   1683    349    333    373
##  [3201]    411    330    286    920    300    462    615    274    400   1457
##  [3211]    273    546   4281    644    481    527    650    458    314    663
##  [3221]    292    453   9999    352    351    381   2711    379    325    290
##  [3231]    329    351    400    746    378    279   1134    360    689    386
##  [3241]   2470    424    919    800    481    273    300    284    503    658
##  [3251]    634    360    425    736    519    312    275    555    290    976
##  [3261]    391    458    869    688    848    918    395    306    293    341
##  [3271]    544   1022    350    320    502    273    476    405    460   1467
##  [3281]    990    475    347    333    281   1329    360   2312    775    298
##  [3291]    403   4061    515    424    553    363    300    325    357    324
##  [3301]    300    574    386    305    373   1336    346   1380    297    388
##  [3311]   4540    400    415    396   1364   1260    307    355    469    475
##  [3321]   1139    529    640    349   1001    855    323    297    380    724
##  [3331]    537   1000    428    279    322    418   1754    342    413    741
##  [3341]   2836    533    492    937   1455    941    412    487    974    748
##  [3351]    278    375    280   1863   1022    280    340    308    970    677
##  [3361]    401    300   2107    380    283    538    910    298    398    501
##  [3371]    440    300    486    652    515    355    340    375    480    345
##  [3381]    551    765    642    450    406    329    345    494   2161    382
##  [3391]    649   1991    541    341    385    299    463    594    433    289
##  [3401]    953    422    319    532    400    474    484    284   1848    550
##  [3411]    565    388    664    514    303    459   1011    604    820    891
##  [3421]    344    850   1417    921    352   1035    300    561    300   3047
##  [3431]   1863   1530   1194    395    400    790    580    418   1756   2051
##  [3441]    489    669   2416    709    277    362    325    304   4224    400
##  [3451]    545    296    686    291    467    571    400    375   2056    374
##  [3461]    375   1116    946    297    280    385    563    585    610    932
##  [3471]    936    390    451    356    520   3255    523    355    358    298
##  [3481]    946   1237    600    769    292    759    335    324    350    430
##  [3491]    325    475    329    615    618    326    279   1016    461   1169
##  [3501]    450   1316    444    275    340    340    618    360    479    338
##  [3511]    320    350    430    283    512    402    466    281   2442    302
##  [3521]    277    362    506    342   2400   1200    273   1836    714    326
##  [3531]    459    520    290    497    328    543   1286    468    278    312
##  [3541]    328    443    305   5368    291    296    369    775   1754    470
##  [3551]    375   3000   1182   2044    309    450    381    460    422    336
##  [3561]    326    313    455    300    293    705    780    518    275    363
##  [3571]    278    275    819    303    345    285    305    274    303    294
##  [3581]    341    437    360    647   4078    456   2890    305    600    319
##  [3591]    325    934    320    577    299    403    304    315    349    335
##  [3601]    295    442    330    342    316    336    647    346    506    280
##  [3611]    360    438    285    600   3377    405    495    341    443    572
##  [3621]    338    864    438    344    371    325   1300    503    582   3456
##  [3631]    547    316    519   1843    407    552    322    455    600    476
##  [3641]    775    325    417   1277    616    325   1410    367    400    296
##  [3651]    426    323    632    791    330    288    317    801    295    320
##  [3661]    461    423    301    523    492    273    553    438    323    434
##  [3671]   1218    289    300    290    293   1532    300    296    344   1138
##  [3681]    524    273    377    475    298    480    525    372   1019   2503
##  [3691]    429    311   2000    469    343    495    300    319   2015    360
##  [3701]    326    483    923    285    481    285    295    552    512    307
##  [3711]    500    308    311    744    350    300   1989    500    425    313
##  [3721]    933    360    502    323    318    369    275    364    546    337
##  [3731]    575    450    301    375    282    950    489    700    500   1000
##  [3741]    363    400    550    439    676    600    300   3246    360   1696
##  [3751]    400    274    546    290    360    336    436    515    308    280
##  [3761]    415    624    720    840    298    549    297   2672    275    675
##  [3771]    299    311    303    448    417    327    291    370   1782    398
##  [3781]    275    540   2048    578    434    287    435    430    476    515
##  [3791]    636   2146    329    400   1000    782    774    312    349    317
##  [3801]   1200    289    325    331    699    309    348    540    336   1831
##  [3811]    292    399    400    350    457    315    320    301    739    757
##  [3821]    281    458    400   1033    353    302    276    458    405    279
##  [3831]    723    444    600    425    325    525    347    285    626   1748
##  [3841]    521    400    611    287    278   1195    554    291    338    281
##  [3851]    840    724    600    364    300    339    378    274    300    733
##  [3861]    354    792    457    344    448    457    300    295    960    784
##  [3871]    402    294    783   2138    377    536   1314    659    304    349
##  [3881]   1500    308   1193    687    508   2138    449    361    547    297
##  [3891]    592    280    500    280    300    695    609    647    647    336
##  [3901]    273    375    275    424    285   1554    400    328    650   1066
##  [3911]    429    300    441    333    424    816    533    680    275    865
##  [3921]    482    581    300   1405    344    404   1100    489    434    295
##  [3931]    295    366    442    415    730    279    608    445    296    400
##  [3941]    274    300    322    589    450    288    450    540    284    547
##  [3951]    417   9999    326    309    423    366    278    358    360    420
##  [3961]    660    346   1688    325    495    334    518    325    953    280
##  [3971]    359    316    310    432    313    345    351    369    555    277
##  [3981]    733    353    300    508    403    490   1047   2202   1721    350
##  [3991]    290    300    422    286    323    394    283    500    344    300
##  [4001]    327    274    611    474    319    564    325    274    342    534
##  [4011]    323    313    593    402    380    340    490   1098    443    273
##  [4021]    672    274    380    280    327    321    636    315    289   1245
##  [4031]    349    552    558    700    407    274    316    553    871    413
##  [4041]    405    365    317    784    285    289    662    325    475    296
##  [4051]    362    450    361    554    292    333    285    432    392    430
##  [4061]    465    325    405    324    353    320    279    505    392    280
##  [4071]    369    400    300    963    330   1232    406    429    471    470
##  [4081]    707    485    552    278    311    273    305    579    597    528
##  [4091]    435    324    445    775    299    307    315    300    279    287
##  [4101]   9999   1019    287    307    303    448    310    375    632    692
##  [4111]    312    432    543    299    429    333    318   1503    443    388
##  [4121]    694    448    380    357    408    321    375    450    292    750
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##  [4141]    288    561    951    450    589    374    334    501    490    612
##  [4151]    543    288   1074    314    423    414    608    305    290    351
##  [4161]    431    405   1200    358    330    547    398   1271    375    275
##  [4171]    436   1708    396    367    330    599   1078    406    275    363
##  [4181]    283    528    305    279    355    304    280    360    295    393
##  [4191]    375    986    294    351    600    395    300    350    449    305
##  [4201]    292    470    489    594    300    320    451    310    576    320
##  [4211]    468    676    725   9999    273    444    287    293    285   1200
##  [4221]    290    470    286    350    307    281    691    334    386    350
##  [4231]    346    302    430    500    490    290    467    351    288    274
##  [4241]    347    878    366    576    991    546    444    315    326    279
##  [4251]    275    456    452    420   1000    409    375    350    968    296
##  [4261]   1288    298    338    305    297    298    611    332    536    677
##  [4271]    356    597    500   1090    336    300    400    435    375    519
##  [4281]    313    904    370    756   2700    284    335   3254    769    312
##  [4291]    320    351    533    284    458    320    700    298    385    325
##  [4301]    347    900    416    701    338    480    405    990   3338    455
##  [4311]    302    875    406    635    492    290    571    619    299    324
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##  [4351]    690    278    417    312    301    296    379    587    456    335
##  [4361]   1119    392    377    275    374    381    281    300    430    303
##  [4371]    674    631    356    555    315    319    496    321    407   2050
##  [4381]    601    356    280    575    437    383    357    600    336    281
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##  [4461]    277    293    279    296    608    426    280    285    294    293
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##  [4481]    369    289    292    368    395    500    300    291    300    334
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##  [4501]    305    655   1321    276    479    334    287    571    941    291
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##  [4521]    340    850    361   1130    344    277    690    276    500    298
##  [4531]    310    380   1088    397    328    274    275    450    324    424
##  [4541]    436    280    319    620    387    500    360    400   1305    276
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##  [4701]    309    650    313    335    323   1061    376    401    309    376
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##  [4721]    392    288    276    307    567    310    926    325    590    279
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##  [4751]    933    684   3113    366    450    274    306    319    570    388
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##  [4791]    898    496    313   1180    350    475    605    371    326    470
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##  [4811]    280    307    318    295    500    424    291    284    406    335
##  [4821]    407    286    396    316    290    288    428    300    367    660
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##  [4851]    375    893    500    300    306    793    317   1762    290    410
##  [4861]    764    310    840   1200    286    315    516   1181    283    599
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##  [4881]    389   1152    410    292    460    335    454   1866    427    328
##  [4891]    422    319    601    340    363    498   1281    292    435   1416
##  [4901]    382   1273    944   1100    670   6219    275    390    580    287
##  [4911]   1529   1698    855    333    440    311    324    750    828    761
##  [4921]    888    280    292    795    481    376    275    431    418    295
##  [4931]    956    294    335   1614    383    993    434    310    366    611
##  [4941]    300    356    308    758    354    291    465    325    769    732
##  [4951]    403    348    349    428    318    319    773    726    351    531
##  [4961]    312    347    460    314    282    433    288    680    370    537
##  [4971]   2350    318    350    778    383    302    367    315    315    633
##  [4981]    301    280    348    368    286    427    350    281   1722    294
##  [4991]    300    446    352   2400    886    403    501    364    399    598
##  [5001]    311   1023    283    615    727    602    412  21958    336    475
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##  [5031]    276    282    342    537    760    546    440    301    316    293
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##  [5051]    375    391    600    315    412    364   1100    432    732    304
##  [5061]    400    358    407    383    600    290    375    305    772    415
##  [5071]    350    603    610    425    283    350    410    833    330    548
##  [5081]    929    451    785    314    474    880    325    456    372    600
##  [5091]   2316   2589    600    428    407    396    286    386    405    367
##  [5101]    277    383    334    309    308    401    308    356    437    347
##  [5111]    559    644    401    408    428    454    309    413    640    456
##  [5121]    301    599    375    354    291    824    323    665   1700    473
##  [5131]    281    670    423    281    339    315    333    388    408    506
##  [5141]   1211    318    301    320    640    420   1017    447    934    305
##  [5151]    281    353    340    275    350   1215    491    274    653    510
##  [5161]    510    576    290    451    574    337    484    405    567    378
##  [5171]    292    335    275    329    329    354    422    304    300    294
##  [5181]    410    295    495    996    500    986    339    550    586    330
##  [5191]    432    398    599    702    278    390    382    634    915    381
##  [5201]    662    443    385    490    711    582   2207    279    752    416
##  [5211]    420   2304    378    369    316    840    362   2807    754    280
##  [5221]    318    326    597    481    391    336    394    430    594    643
##  [5231]    380    370    394    359    297    288    291    380    361    447
##  [5241]    276   1359    302    665    825    315   1390    340    464    281
##  [5251]    917    340    306    316    296    300    547    450    545    350
##  [5261]   1282   1859    287    307    308    328    401    312   1583    372
##  [5271]   1125   1145    286    308    486    392    470    606    541    339
##  [5281]    287   2959    375    422    403    286    471    957    293    343
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##  [5301]    924    297    379    342    281    955    349    960    574    284
##  [5311]    303    983    370    709    636    295    289    287    445    939
##  [5321]    280    432    409    300    340    391    537    280    349    497
##  [5331]   1457    640    688    290    576    333   1416    489    453    284
##  [5341]    380    901    550    489   1900    295    509    274    420    449
##  [5351]    331    450    436    309    394    288    939    337    517    499
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##  [5371]    278    805    315    380    500    370   2016    324    550    466
##  [5381]    300    748    362    295    386   1185    464   1036    373   1233
##  [5391]    350    327    412    335    300    300    405    309    598    311
##  [5401]    456    550    336    338   3081    284    320    345    352    793
##  [5411]    354    303    325    300    302   2382    524    379    431    550
##  [5421]    522    285    652    360    428    558    435    807    356    430
##  [5431]    360    534    286    470    439    367    285    600    350    338
##  [5441]    404   1037    320    324    523    312    350    290    296    417
##  [5451]    374    389    436    573    554    576    772   6769    308    395
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##  [5491]    508    330   1028   1430    473   1188    528    338    346    387
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##  [5511]    285    935    521    274    714    350    857    382    437   1020
##  [5521]    381    276    392   9999    665    437    344    298    303    305
##  [5531]    345    657    307   1187    577   1024    420    434    417    302
##  [5541]    280    406    651    735    750    467    287    390    274    388
##  [5551]    335    300    354    824    325    332    760    500    756    421
##  [5561]    900    513    624    309    335    349   1546    509    459    374
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##  [5581]    275    390    357    280    510    313    625    340    350    413
##  [5591]    433    375    420    328   2552    402    290    405    314    685
##  [5601]    475    782    592    464    425    364    650    413    309    598
##  [5611]    341    626    302    444   3749    279   1150   1400    311   1500
##  [5621]    454    433    892    330    470    698    305   1488    275    728
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##  [5711]    295    429    367    324   1425    284   1570    425    544    452
##  [5721]    460    394    315    353    324    569    456    417    326    305
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##  [5741]    550    275    350   1150    355    285    339    322    281    930
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##  [5761]    821    516    705    673    324    329    414    414    300    450
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##  [5781]    302    353    500    314    634    338    330    467    373    486
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##  [5831]    311    295    290    314    351    470    643    383    344    304
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##  [5861]    344    668    321    456    274   1016    383    450    417    456
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##  [5891]    402    312    630    841    382    331   1654    559    565    378
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##  [5911]    332    413    660    303    341    426    387    328   1951    392
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##  [5931]    678    668    355    382    294    338   1266    294    396    274
##  [5941]    338    288    880   1116    319    277    285    408    544    380
##  [5951]    550    308    326    309    285    708    475   4360    672    424
##  [5961]    674    400    280    391    366    300   1128    385    475    519
##  [5971]    359    432    355    322    450    463    350    273    274    293
##  [5981]    854    382    821    285    395    490    283    300    540    400
##  [5991]   1631    279    296    298    475    279    325    352    500    373
##  [6001]    520    303    377    639    840    530    445    632    714   1526
##  [6011]   1289    304    488    281    345    547    282    468   1609    391
##  [6021]    667    315    291    371    482    414    321    350    456    369
##  [6031]    892    400    274    364    589    350    303    508    366 133549
##  [6041]    553    399    314    527    426    280    276    422    439   1449
##  [6051]    360    441    486    346    767    335    451    291    342    463
##  [6061]    314    276    356    275    505    316    904    350    277    466
##  [6071]    367    333    327    545    290    396   4994    418    458    316
##  [6081]   1442    354    374    510    374    497    506    334    311    512
##  [6091]    360    282    457    451    448    447    317    348    486    360
##  [6101]    312    831    412    691    273    375    325    723    986    313
##  [6111]    816    489    377    618    300    375    444    348    390    281
##  [6121]    654    410    280    281    758    297    287    296   1031    312
##  [6131]    402    418    378    433    367    400    276    350    281    731
##  [6141]    690    317    920    293    286    300    637    282   2559    578
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##  [6161]    352    732    292    525    438    278    713    504    762    331
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##  [6181]    494    335    300    298    843    394    650    379    300    292
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##  [6201]    298    593    283    307    344    275    312    678    320    750
##  [6211]    633    400    299    308    300    279    314    294    288    705
##  [6221]    750    279    375   2634   3000    454    302   3183    285    475
##  [6231]    498    559    324    300    322    448   1045   1649    350    559
##  [6241]    358    290    362    464    275    408    330    300    293    361
##  [6251]    389    278    389    367    310    312    453    429    358    337
##  [6261]    303    289    499    358    340    429    789   1488   1016    275
##  [6271]    360    398    505    407    325    273    315   1420    421    333
##  [6281]   1800    275    450    681    385    276    565    334    401    475
##  [6291]    572   1009    473    471    280    348    381    404    382    601
##  [6301]    395    510    486    383    894    346    318    277    768    389
##  [6311]    285   2006    321    332    427   2408    562    369   3144    415
##  [6321]   1816    879    472    372    296    534    315    325    310    354
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##  [6341]    300    765    545    325    591    300   1141    320    425    324
##  [6351]    417    393    350    339    299    659    417    354   1503    359
##  [6361]    287    417    402    420    540   3447    442    600    306    323
##  [6371]    554   1081    410    300    321    330    338    300    425    738
##  [6381]    379   1136    375   1570    580    330   1027    696    285    420
##  [6391]    778    422    496   9999    450   1414    433    364    320    512
##  [6401]    412    358    369    355   1685    300    367    292    300    864
##  [6411]    296   1322    978    457    432    457    280    378    311    300
##  [6421]    629    325    390   1391    330    353    460    287   1500   2718
##  [6431]    469   3036    273    455    425    404    705   1844    326    428
##  [6441]    474    345    294   1075    389    781    533    364    296    480
##  [6451]    410    315    276    542    609    673    425    650    295    610
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##  [6501]    383    417    821    400    625   2225    980    871    350    496
##  [6511]    394    301    800    292    398   3497    365   1249    336    562
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##  [6531]    291    818    362    540    771    309    319    311    430    293
##  [6541]    345    290    284    500    367    684    296    406    439    580
##  [6551]   1126    831    273    348    286    282    318   1740    284    344
##  [6561]    756    404    293    629    280    300    276    994    405   1199
##  [6571]    326    335    420    324    285    325    409    299    320    726
##  [6581]    367    324    356    322    287   1592    582    609    280    330
##  [6591]    403    486   1677    400    364    355    300    343    443    356
##  [6601]    301    289    394    365    291    351    324    639    472    304
##  [6611]    517    303    627    450    366    310    303    475    565   2900
##  [6621]    294    512    375    335    560    572   1019    455    349    303
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##  [6661]    372    364    381    523    391    517    370    323    274    305
##  [6671]    282   1425    291    448    438    484    600    477    750    434
##  [6681]    780    348   1886    352    492    383    359    463    286    656
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##  [6721]    775    760    400    314    615    275    514    413    337    516
##  [6731]    745    483    283    308    331    385    316   2252    868    600
##  [6741]   1164    316    750    347    950    502    689    405    322    600
##  [6751]    333   1022    377    431   1046    420    276   1085    425    299
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##  [6771]    362    600    312    956    282    376   4965    541    489    294
##  [6781]    380    670    773    438    330    336    343    460   2494    300
##  [6791]    476    344    321    295   1422    600    510   1578    279    482
##  [6801]    288    276    350   1742    498   1832    325   1115   2060    714
##  [6811]    392   1450    736    525    310    288   2689    562    491    620
##  [6821]    402    280    578    386    848    416    520   4903    327    390
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##  [6941]    599    472    293    382    452    425    533   1460    807   1218
##  [6951]   1858   3216   1508   1202    631    275    757    797    325    311
##  [6961]    736    633    440    663    384    367    295    736    375    835
##  [6971]    364    390    274    957    315   4163    329    632   1027   1037
##  [6981]    288    406    320    439   2030    463    300    745    622    490
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##  [7021]    371   1188    858   1377    613    439    344    347    486    445
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##  [7041]    500    283   2586    454    413    283    539    330    316    706
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##  [7061]    286    377    545    280   1445    380    317    345    289    322
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##  [7081]    276    412    802    465    321    301    285    343    371    579
##  [7091]    291    633    300    390    350    290    454   4150   2708   1152
##  [7101]    542    500   1140    900    289    802    843    417    645    340
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##  [7191]    553    275    887    418    275    830    340   9999    294   3082
##  [7201]    509    312   2141    500    418   1411    383    536    286    283
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##  [7291]    835    488    307   1500    618    284   1268    545    618    462
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##  [7351]    867    310    831    280    475    279    367    274    752    300
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##  [7371]    400    792    849    467    958    539    690    543    570    941
##  [7381]    370    621    510    889    520    384    521    537    309   1500
##  [7391]    398    320    486   2090    480    420    439    825    275   2344
##  [7401]   3527    410    346    385   1837    500   9287   1025   1026    384
##  [7411]   2754    409   1252    425    523    280    669    325    360    430
##  [7421]    331    476    447    325    675   1700    539   1996    774    300
##  [7431]    282   1880    372   2303   1988    680    857    314    433    964
##  [7441]    308    464    504    327    509    530    541    345    391    560
##  [7451]    505   1000    595    329    363    441   5771    304    350    350
##  [7461]    277    799   1670   1041    911    596    305   2850    893    604
##  [7471]    318    331    347   1356    684    728    591    878    550    515
##  [7481]    575   1913    296    279    300    320    299   1736   2865    311
##  [7491]   1477    283    486    708    305    615    700    741   1232    521
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##  [7521]   3317    894    395    930    570    381   2586    275    370    462
##  [7531]    351    753    494    300    515    654   2947    555    728    400
##  [7541]   9999    353    489    626    686    290   1067    369    293    275
##  [7551]    587    404    297    280    596    511    540    749    321    427
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##  [7591]    365   3333    467    403    625    340    344    300    404    339
##  [7601]    303    344    302    585    551    651   1508    303    426    482
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##  [7631]    722    753    404    603    317    303    280    349    366    281
##  [7641]   1250    275    636    375    382    315    347    442    315    383
##  [7651]    850    632   1292    280    408    401    850    595    506    304
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##  [7681]    298    381    340    600    313    278    330    326    310   1000
##  [7691]    653    695    414    575    678    325   1268    303    492    379
##  [7701]    572    950    481    660    447    474    568    965   1069    365
##  [7711]    460    276    348    293    492    429    353    307    705    563
##  [7721]    420    468   1367    319    571    302    488    305    293    450
##  [7731]    487    609    704    447    752    660   2352   1060    521    416
##  [7741]    688    312    576   1002    296   3600    466    540    302    560
##  [7751]    399    410    407    322    693    324    333    280    320    600
##  [7761]    338    561    308    319    386    480    655    292    334    390
##  [7771]    805   2360    403   1169   2740    339    350    511    827    633
##  [7781]    373    336    450    400    354    347   1750    537    303   2747
##  [7791]    959    350    301    317   5447    526   5176    312   1000    330
##  [7801]    349    421    315    300    355    391    690    353    405   4445
##  [7811]    383    350    463    555    564    308    274    450    280    450
##  [7821]    373    750    471    285   2000   1421    790    371    718   1684
##  [7831]   5146    335    643    274    682    300    300    694    569    291
##  [7841]    488    321    301    577    579    425    280    282    479    286
##  [7851]    341    277    373    408    414    374    278    356    282    569
##  [7861]    889    308    276    406    400    275    566    290    747    413
##  [7871]    350    436    955    280    565   1634    276    275    517    302
##  [7881]    422    314    355    347    282    386    273    306    362    452
##  [7891]    325    315    321    400    354    318    288    452    575    467
##  [7901]   1323    309    347    297    318    500    539    312    402    325
##  [7911]    503    323    325    429    275    355   1200    331   2156    636
##  [7921]    400    300   1455    284    367   1776    301    276    308    290
##  [7931]    332    606    855    290    802    303    288    378    410    630
##  [7941]    278    491    913    280   2008    462   1422    399    448    436
##  [7951]    332    582    305   3465    850   1550    355    321    322    289
##  [7961]    358    277    347    466    656    519   1162    702    350    580
##  [7971]    420   1853    347    653    351    578    332   1576    289    348
##  [7981]    809    281    303    300    597    275    281    289    367    660
##  [7991]    398    388    310    500    415    350    276    422    486    280
##  [8001]    280    275    349    358    291    321    332    354    358    386
##  [8011]    322    297    313    450    379    335    305    385    290    370
##  [8021]    358    702    919    425    600    792   1299    522    661    375
##  [8031]    469   1300    555    425    900    447    295    360   1150    390
##  [8041]    298   1680    500    328    400   4700    277    315    351    323
##  [8051]    388    318    496    398    479    295    450    282    352    455
##  [8061]   1325    496    431    289    429    330    370    384    329    286
##  [8071]    413   1406    347   1416    912    335    283    884   1500    732
##  [8081]    325    307    307    429    340    360   1254    282    495    431
##  [8091]   7687    392    353    649   1050   1059   2083    470    640    284
##  [8101]    330    313    416    536    965   1191   2149   1500    330    380
##  [8111]    439   1225    385    432    444    428    398    282    405    321
##  [8121]    291    286    400    346    278    346    960    400    774    650
##  [8131]    274    492    567    808    691    300    273   2041    299    310
##  [8141]    292    480    326    355    295    384   1041    289    275    284
##  [8151]    587    301    589    278    420    885    366    562    983    725
##  [8161]    456    561    320    429    411    700    328    325    372    323
##  [8171]    335    479    300   1875    289    386    300    419    390    947
##  [8181]    299    289    300    909    474    414    318    635    285    285
##  [8191]   1704    998    762   1650    614   4992    795    283    499    325
##  [8201]    510    634    538    580    378    336    748    739  10910    397
##  [8211]    403    426    922    597   1124    440    281    554    905   1496
##  [8221]    446    480    276    299    300    341    846    475    303    349
##  [8231]    360    766    282    841    295    319    337   3479   1624    464
##  [8241]    327    775    414    436    394    398    430   1570    996    338
##  [8251]    395    474    316   1614    361    291    303    536    863    432
##  [8261]    380    314    456    290    580    284    347    500    397    424
##  [8271]    941    358    285   2262    314    374    336    319    280    540
##  [8281]    277    382    318    371    300    980    576    284   2960    430
##  [8291]   3006    370    311    417    308    810    294   4947    285    550
##  [8301]    588    453    536    350    324    375   1120    400    300    310
##  [8311]    287    461    311    628    300    326    290   2959    362    591
##  [8321]    525    273   2608    353    353    483    616    326   1013    338
##  [8331]    750  71087    800    904   1150    540    377    348    430    288
##  [8341]    500    796    274    308    345    425    389    334    330    274
##  [8351]    300    947    382   2021    322    296    395    282    288   1222
##  [8361]    695    504    369    300    534    569    345    579    752    284
##  [8371]    288    354    769    420    480    410    309    803   1098    461
##  [8381]   2100    294    300    320    275    357    310    275    534    443
##  [8391]    391    315    360    298    317    340    380   1800    378    323
##  [8401]    449    572    307    348    398    285    299    600    583    280
##  [8411]    284    675    340    345    284    275    341    294    315    328
##  [8421]    381    546    315    825    280    745    319    463    840    526
##  [8431]    331    295    562    417    470    304    280    285    652    874
##  [8441]    275    343    446    281    848    364    354    450    419    300
##  [8451]    304    533   2975    403   1290    435    306    337    290    276
##  [8461]   1332    501    371    440    800    469    500    628    305    547
##  [8471]    320    361    312    375    283    299    283    280    547    378
##  [8481]    355    327   1081    305    305    396    530    405    567    463
##  [8491]    496    374   1019    844    342    370   1154    627   1788    514
##  [8501]    361    416    286    300    287    460    393    375    365    613
##  [8511]    520   1200   1511    500    314    286    534    293    440    616
##  [8521]   1468    274    660    995    469    358    332    528   1237   1601
##  [8531]    750    317    325    600    437    292    415    277    630    404
##  [8541]    750    767    276    311    386    353    298   1574    639    757
##  [8551]    319    460    417    378    314    390    365    316   1137    408
##  [8561]    371    326    585    341    310    279    289    426    405    323
##  [8571]    600    554    354    319   3600    662    426    285    310   1738
##  [8581]    353   2200    540    393   2302   2241    341    308    332    598
##  [8591]    330    288    903    307    387    310    388    436    490    349
##  [8601]    310    527    275    380    388    290    287    286    351    420
##  [8611]    290    480    305    383    318    356    841    477    304    325
##  [8621]    422    275    400    329    312    293    397    460    534    279
##  [8631]    279    286    300    342    428    411    370    303    333    488
##  [8641]   1953    508    555    363    372   1771    318    282    370    300
##  [8651]    836    650   1337    425    313    397   4046    307    306    605
##  [8661]    349    433    293    283    360    315    469    740   1865    482
##  [8671]   1300    428    310    342    350    281    290    919    602    360
##  [8681]   1800    312    369    590    357    314    323    280    288    302
##  [8691]    340    483   1564    500    642   2215    300    681    627    469
##  [8701]    759    273    274    398   1045   1661    422    300    407    975
##  [8711]    573    277   1876    295   3575   1108   2267    296    297    463
##  [8721]    348    955    675    583    439    361   1262    848    534    284
##  [8731]    310   1465    457    823    443   1124    449   2000    368    306
##  [8741]   1168   2563    303    446    309    280    632    315   2153   1967
##  [8751]    617    313   1631    352    430    311   1311    334   3525   1139
##  [8761]    599    347    974    290    459   3241    331   1975    596    565
##  [8771]    302    413   1213    760    425    322    405    400    750    375
##  [8781]    306    832    501    566    827    710    500    665   2931    297
##  [8791]    285    279    278    584    313    427    885   2729    416   1380
##  [8801]    470   1429    463    290    370    536    964    508    567    290
##  [8811]    325    472    510   1450    632    377    451   2301    326   1257
##  [8821]    312    350    283    313    291    655    312    303    273    700
##  [8831]    518    460    651    315    864    454    540   1339    340    287
##  [8841]    383    542    529    966    300    591    580    972    275   1084
##  [8851]    342   3196   2505    356    431    372   1960    851    283    333
##  [8861]    678    408   1425    536   1217    275    532    814    295    390
##  [8871]   1366   2179    482    384    290   1123    337    550    558    706
##  [8881]    399    328    645   2998   2998    482   1636    293    275    411
##  [8891]    946    392    349    555    515    293    281    290    679    941
##  [8901]    612    412    390    500    430    870    610   1440    545    486
##  [8911]    610    285   3405    280    495    605    485    328    668    319
##  [8921]   1357    875    798   1531   3248    450   1241   1860   2291   1199
##  [8931]    630    960   2940   1800   1404    565    318    375   1031   1643
##  [8941]    520    290    963    466    410    456    521    282    492    295
##  [8951]    343    409    432    295    334    746    377    346    416    282
##  [8961]    904    306   1150    494    636   1317    416   1352    354    298
##  [8971]   1707    750    705    310   1452   3930    404    320    776    283
##  [8981]    917    674    317    317    623    310    314    879   1983    399
##  [8991]   1107    286    611    293    300    273    412    373    283    650
##  [9001]   1595    340    505    336    380    292   1020    936    299    908
##  [9011]    936    983    569    363    692    453    288    453    377    461
##  [9021]    873    304    564    651    535    327    436    780    326    496
##  [9031]    425    346    668   2108    947    294    486    400    328    278
##  [9041]    392    385    319    877    392    650    460    639    398    318
##  [9051]    371    613    280    406    610    700    378    759    477    369
##  [9061]    316    298    298    321    345    402    353    700    331    953
##  [9071]   1451   1990   2923    275    337    300    630    780    485   2096
##  [9081]    490    409    564    657    616    889    949    702    298   1160
##  [9091]    274    350   1107    288   1390    329    407    513    322    450
##  [9101]    302    319    306    330    332    300   1069    367   1907   1114
##  [9111]   1310    273    290    312    335    420    320    359    475   1236
##  [9121]    958    318    648    280    350    393    535    304   1781    390
##  [9131]   1034    303    531   1718    345   3315    297    360    356    600
##  [9141]   1005    360    374    298    273    275    414    403    274    336
##  [9151]    273    507    924    352    360    740    350    341    377    282
##  [9161]    875    327    450    754    966    875    332    360   1455    346
##  [9171]    671    277    586    368    660    345    463    279    599    345
##  [9181]    389    325    731    324    408    277   1511    360    310   1182
##  [9191]    348   1190    454    411    343    466    299    338    790    360
##  [9201]    945   1028    284    275    455    360    384    446    317    863
##  [9211]   1028    705    300    801    427    495    317    324    500   1002
##  [9221]    274   1585    385    331    274    405    300    306    485    397
##  [9231]   9707    342    305    736    743   2129    560    437    551    849
##  [9241]    289   1880    438    278    305    391   1150    496    367    326
##  [9251]    312    302    626    482    396    361    293    406    320    323
##  [9261]    536    389    293    600    833    284    528   2890    308    451
##  [9271]    645    279    568    928    470    300    461    276    400    300
##  [9281]    449    364    350    993    288    500    518    943    295    437
##  [9291]    274    466    321    630   1043   1229    783   1149    724    787
##  [9301]    402    296    420    380    880    300    312    400    353    318
##  [9311]    407    325    500    330    300    700    400    355    419    278
##  [9321]    305   1054   2223    280    381    330    429    289    294    362
##  [9331]    291    300    280    328    414    293    289    548    525   1562
##  [9341]    300    921    653   1583    376    811    377    315    785    324
##  [9351]    473    675    343    388   2161    346    489   1000    831    338
##  [9361]   9999    341   1720   9765    513    512    284    287    439    775
##  [9371]    903    965    450    295    358    348    326    607   1019    534
##  [9381]    350    500    300    407    301    624    298    650    316   1085
##  [9391]    432    274    582    376   1431    282    736    310   1000    337
##  [9401]    275    447    860    357    379   1080    302    947    495    690
##  [9411]    464    277    292    468    285    368    305    430    456    438
##  [9421]   1055    387    283    976    407   1167    395    348    393    439
##  [9431]    320   1222    482   3360    355    305   1526    284    343    350
##  [9441]    409   1943   1309    937    570   1056    372    523    550    280
##  [9451]    325   1260    341    279    274    428    867    340    366    285
##  [9461]    420    625   1041    312    506   1612    931    798    360    285
##  [9471]    830    517    475    634    503    911    687    383    591    597
##  [9481]    291    690    802    600   1197    563    304    310    590    804
##  [9491]    651   1200    697    304   2187    439    706    311    382    327
##  [9501]    342    400    355    865    547    377    320    317    444   2520
##  [9511]   2811    684   1007    735   1562   1911    563    615    690    735
##  [9521]    590    481   2155    426    846   2865    426    421    817    330
##  [9531]    305    760    416   2778   1678    726    300   1575    784   1246
##  [9541]   9999   2040    350    315   1025    362    300    288    361    300
##  [9551]    553    412    929    323   2181    939    564    436    633    940
##  [9561]    904    475    846    290    365    304    401    308    313    290
##  [9571]    484    483    437    989    469    377    440   6485    295    877
##  [9581]    888   2230    403   1256    604    474    840   1297    630    285
##  [9591]    603    362    460    745    291   1100    951    611   1127    592
##  [9601]    559    355    571    692    512    335    279    334    325    336
##  [9611]   1415    315    333    900    900    367    281    400    280    888
##  [9621]    336    516    335   1078    276    297    316    298    550    773
##  [9631]    380    315    292    327    279    314    450    286    309    580
##  [9641]    279    291    279    530    729    279    368    276    467    547
##  [9651]    357    273    290    293    292    532    330    277    782    413
##  [9661]    545    311    273    464    450    698    941    402    463    298
##  [9671]    905    334    280    459    424    452    941    380    305    433
##  [9681]   2302    280    308    330    290    280   1416    360    340    658
##  [9691]    328    339    490    275    311    416    275    329    273    360
##  [9701]    286    350    361    474    363    850    274    435    290    331
##  [9711]    425    276    419    320    565    359    309    292    374    303
##  [9721]    542    358    334    355    344    355    523    282    522    285
##  [9731]    510    297    337    475    726    529    626    411    349    282
##  [9741]    923    324    489    296    323    278    300    279    510    324
##  [9751]    291    574    511    625    726    320    374    338    325   1125
##  [9761]    406    281    350    300    284    385    375    363    480    483
##  [9771]    400    295    500    283    275   4046    275   1260    398    437
##  [9781]    344    379    322    276    300    390    304    600    634    351
##  [9791]    475    314   1183    273    461    338    417    484    300    454
##  [9801]    481    888    284    498   1847    400   1576    415    792    370
##  [9811]    346    373    304    350    508    379    465    384    558   1000
##  [9821]    322    490    322    555    298    349    326   1295    410   1200
##  [9831]    324    410    725   1733    704    380    523    766    304    476
##  [9841]    296   1200    788    698    369    370   1212    396    620    346
##  [9851]   1501    281    425    368    797    324    824    408    362    644
##  [9861]    899    316    346   1050    604    315    355    337    299    393
##  [9871]    517    326    296    425    979    295    539    461    416    316
##  [9881]    839    359    706    348    500    371    366    459    628    330
##  [9891]    697    513    360    399    423   6285    305    295    624    340
##  [9901]    288    370    400    423    450    550    613    278    500    282
##  [9911]   1136    334    404    510   1136   9999    355    885    291    285
##  [9921]    301    318    634    450    338    598    525    374    350    350
##  [9931]    383    420    377    758    401    496    875    333    334   1453
##  [9941]    352    499    286    325    541   1022    915   2382   1748    462
##  [9951]    277    463    370   3246   1084   1795    303    385    800    708
##  [9961]    554    344    283   1340    911    299    971   2659    400   1345
##  [9971]    305   1701    276    290    300    332    872    415    938    451
##  [9981]    398    400    531   1140    500    456    294    434   1207    502
##  [9991]    613    403   1437    319    306    357    357    396    302    860
## [10001]    273   2729    558    386    322    648    287    457   2468   1208
## [10011]    413    497   1208   1735    472    380   1131    640    305    290
## [10021]    514    571    731    350   1477    438    404    630   1295    295
## [10031]    480    312    302    382    403    305    336    293    454   1028
## [10041]    333    543    578    327    291    337    291    407    342    496
## [10051]    597    550    550   1184    317    646    781    377    718    500
## [10061]    279    300   1193    426    358    319    518    350    430    750
## [10071]    319    432    360    305    481    279    606    728    492    801
## [10081]    500    690   2193    396    293    480    322    319    450    725
## [10091]    916    510    479   1455   1033    329    692    325    420    305
## [10101]   1835    297    285   1210    290   1147    864    874   1702    568
## [10111]    367    426    369    800    368    404    385    778   1435    563
## [10121]    721   2472    290    314    615    505    413    630   2302    646
## [10131]    400    552    389   1609   5288   2331    656    724    487    737
## [10141]    456   2279    494    632    475    673    450    460    355   1105
## [10151]    406    326    827    374    481    274    464    453    339   1123
## [10161]    619    329   1200    322    367   1391    300    460    933    280
## [10171]    308    280    274    359   1086    315    274    677    633   3600
## [10181]    624    278    378    298    505    357   1192    415    612   1053
## [10191]    480   1231    332    520    940   1379    753    510    437    503
## [10201]    279    319    401   2060    312    369    313   2296   1249    697
## [10211]    443    400    624    601    724    300    377    355    355    524
## [10221]    307   1488    395   1318  12000    300    688    277    835    399
## [10231]    332   1232   1389    354    711    674    537    410    420    332
## [10241]    618    631    340    566    396    361    383   1293   3768    422
## [10251]    306    366    649    315    350    312    274    350    774    334
## [10261]    367    303   1388    304    361    315    380    425    308    320
## [10271]   1643    748    309    329    385    283    352    496    289    320
## [10281]    600    600   1874    360    456    286    649    401    368    301
## [10291]    550    347    595    333    367    616    309    319    274    380
## [10301]    362    513    367    326    359    457    332    336    388    499
## [10311]    484    442    416    318    299    495    392    665    299    451
## [10321]    351    535    353    678    310    291    310    373   1530    278
## [10331]    282    323    330    862    768    389    420    668    657    411
## [10341]    280    475    282   1332    500    469    275   7978    475    684
## [10351]    510    940   1092    301    539    650    330    564    408    925
## [10361]    500   1134    872   1273   1089    364    684   1055    364    454
## [10371]    540   1096    638    316    320    777    384    444    501    580
## [10381]    573    434    419    300    364    611    410    279    378    686
## [10391]    388    394    606    317    765   1322    353    700   1022    326
## [10401]    316    326   1345   4756    558   2939    904    448    459    733
## [10411]    605   1107    346    395    338    286    430    300    366   5908
## [10421]    719    350    361   1680    597    357    300    475    427    284
## [10431]   6941   1033    310    516    275    273    287    624    411    392
## [10441]    545   1681    295    309    311    572    372    390   1372    516
## [10451]    891    442    292    315    720   1378    415    473    786    675
## [10461]    598    405    558    482    315   2311    348    276    545    380
## [10471]    543    775    706    297    329    585    432    304    277    523
## [10481]    391    349    445    321    334   1203    660    402    310   1053
## [10491]    324    390   7416    667    335   1152    932    375    937    407
## [10501]   1028    319    564    300    526    354    415    500    754    598
## [10511]    276    377    577    464    335    568    379    385    616    285
## [10521]    280    292    948    635    533    400    299    608    391    404
## [10531]    297    828    381    385    480    418    379    698   1254    383
## [10541]    400    933    627    484    295    312    688    817    753    383
## [10551]   4560    463    345    273    589    389   1060    955    759    275
## [10561]    394    841    350    375    693    315    597    429    620    288
## [10571]    315    406    471    460    708    875    324    644    506   1339
## [10581]    520    287    425   1720    453    580    825   1083   1322    332
## [10591]    969   1067    430    314    510    372    307    786    372   2850
## [10601]   1725    338    306    435   2000    489    690    291    315    592
## [10611]    292    400   1161    316   1874    426   4693    288    390    415
## [10621]   1048    392    300    307    330    507    314    320    284   1433
## [10631]    958    698    278   2364   2088    401    281    327    572    340
## [10641]    497    376    502    336    471   1020    325   2314    481    280
## [10651]    287    305    653    664    502    470    670    276    300    500
## [10661]   1305    329    280    332    545    500    440    524    919    360
## [10671]    277    754   3000    294   1935    343    295   1008    404   1026
## [10681]    312    765    360   1194    448    351   1684    347   3334    898
## [10691]    433    342    662    565    286   2947   1174   1615   6242    607
## [10701]    424    356    721    280    302    593    427   1327    703   1557
## [10711]   1445    275    397   1047    585    312    760    337    523    909
## [10721]    300   1422    294    398    537    582    351    392   1621    572
## [10731]    472    635    275    795    677    332    875    683    541    816
## [10741]    641    500    292    533    479    412    550    422    500    459
## [10751]    311    357    320    465    589   1040    861   4550    274    359
## [10761]    470    369    932    324    313    466    430    322    366   1377
## [10771]    581   1562    332    290    811    479    634    280    772   1100
## [10781]   2000    372    523    420    875    336   2256    396   2799    447
## [10791]    501    437    620    424    319    500    342   1080    375    273
## [10801]    483    290    803    740    273    749    358    299    793    452
## [10811]    292    707    690    333    324   4259    745   4392   1305   7581
## [10821]    677   1609   2825   3065    962    295    561    295    312    740
## [10831]    312    476    294    339    283    432    412    352    560    635
## [10841]    914    291    447   1093   1324    474    795    855   2717   1231
## [10851]   2000    524    300    350    694    860    307    575    317    383
## [10861]    490    450    349    658    573    305    335    298   1140    465
## [10871]    301   1083    625    408    400    297    369    295    284    398
## [10881]    575   1587    427    525    318    553    858    940    583    748
## [10891]    339    308    340    700    959    796    314    875    273    561
## [10901]    299    313    366    778   1151    375    750    280    647    294
## [10911]    433    333    300    320    326    770    273    300    640    300
## [10921]    297    299    273    335    487    299    314    303   1350    325
## [10931]    274    331    339    315    340    988    475    359    283    280
## [10941]    419    504   2525    555    703    434    295    348    319    531
## [10951]    846    300    328   2679    293    415    512    274    354    595
## [10961]   1175    304    438    294    528    603    505    591    382    287
## [10971]    280    330    305    300    297    675    292    307    279   1054
## [10981]    318    293    390    344    768   2844    280    300    363    292
## [10991]    568    300    484    339    395    690    319    309    534    349
## [11001]    527    349    520    392    285    703    391    400    628    394
## [11011]    276    380    477    574    452    668    332    300    283    366
## [11021]    327    323   4255    311    355    350    283    415    360    363
## [11031]    975    371    727    285    299    320    400    302    279    584
## [11041]    600    429    375    456    334    609    959    539    306    327
## [11051]    474   1340    333    345   2434    939    300    446    422    354
## [11061]    404    318    326   2193    630    394    821    480    334    360
## [11071]    280    454    330   1386   1115    621    278    508    273    317
## [11081]   1771    400    364    520    422    339    490   1505    709    275
## [11091]   1130    644   1607    290   1123    900    325    360    328    662
## [11101]   1567    289    452   2000    306    334    695   1240    380    397
## [11111]    375    328    856    377   3961    745    503    367    277    350
## [11121]   2000    793    370    800    296    670    525    456    626    445
## [11131]    396    429    331    589    872    300    382    626    920   1200
## [11141]    380   1800    470    640    677    449   9999    904    383    802
## [11151]    341   1155    300    800    407   1883    798   1066    327    809
## [11161]    386    498    378    350    284    325    444    397    417    411
## [11171]    398    337    438    514    462    406    325    310    330    593
## [11181]   1289    612    435    593    407    573    522    325    600    325
## [11191]    299    512    384    600    371    290    585   1179   2307    336
## [11201]    506    452    442    695    380    448    528    584   1178    597
## [11211]    278    282    450    502    686   3340    300    900   1801    420
## [11221]    335    291    291    389    321    467    377    519    275    290
## [11231]    399    299    888    504   1887   1300    606    318    434    284
## [11241]    710    461   1495    316    333    562    416    393    397    596
## [11251]    326    274    361    327    273   1072    280    425    307    400
## [11261]    359    766    477    389    300    385    383    831    389    419
## [11271]    400    283    396    506    384    324    494    868    502    508
## [11281]   1025    397    740    277    279    596   1209    276    282    277
## [11291]    517   1699    438    640    524    297    492    292    274    322
## [11301]    385    320    302    440    302    557   1951    350   1224    685
## [11311]    473    281    475    329    390    342    425    311    289    331
## [11321]    287    302    300    517    527    450   1151    381    517    350
## [11331]    350    430    610    287    367   1629    400    350    283    372
## [11341]    273    750    728    300    338    500    360    300   1353    335
## [11351]    348    280    304    324    305    650   1048   2316    331    434
## [11361]    333    805    276    416    771   1627    309    290    310    285
## [11371]    781    335    325    783    301    282    347    298    459   1136
## [11381]    475    303    552    542   1136    726   1286    462    313    832
## [11391]    374    371   4428    850    293    540    505    390    483    279
## [11401]    362    500    314    428    343    393    680   1526   1271    513
## [11411]    303    728    356    491    295    581    431   1098    291    500
## [11421]    395    565    347    550    351    305    356    275    700    319
## [11431]    274    397    561    505   1025    792    561    523    303    384
## [11441]    301    941    416    483    464    398    844    312    800    558
## [11451]    335    450    275    315    512    276    361    425    324    609
## [11461]    301    700    311   2266   1582    347    864    788    933    464
## [11471]    294    717    782    315    345   2042    458    478    399    576
## [11481]   1612    389    700    530    526    681    458    990    295   1936
## [11491]    846   1050    469    501    390    442   1644    291   2000   1000
## [11501]    366   7265   1172    280    640    540    467    335    288    346
## [11511]    295    302    909   1440    410    357    496    825    335    414
## [11521]    908    438    325    277    672   1000   1275    617    325    293
## [11531]    375    510    450    355    594    273    500   1140    468    340
## [11541]   1430    313    665    605    354    467    300    381    495    345
## [11551]   1075    850    345    923    287    532    291    317    845   1413
## [11561]    303    450    516    300    343    598   1153   1382    349    436
## [11571]    438   1226    335    296   5615   1589    463    608    820    343
## [11581]    602    366   1502    419    492    902    858   1219    543    666
## [11591]    419    343    300    402    295    394    278   1530    341    375
## [11601]    838    412    319    320    753    600    837    308    488    292
## [11611]    285    953    673    333    621    372    582    362    435    340
## [11621]    639    361    299   1081    392    946    281    414    314    516
## [11631]    302    296    281    285    612   1257    274    303    325    414
## [11641]    463    471    916    305   2251    325    361    299    571    605
## [11651]    955    624    302    378    531    676    310    275    397   2486
## [11661]    421    275    883    859    344    421    351    351    763    449
## [11671]    294    356    596    586    390    412    544    722   2981    324
## [11681]    301    283    430   1000    441   4927    331    663    322    276
## [11691]    506    465    836    351    353    341   1714    288    318    660
## [11701]    689    296    450    290    349    400    315    283    385    399
## [11711]    315    315    350   1371    440   2300    422    453   2431    297
## [11721]    486    300    545    335    313    811    312    328    297    411
## [11731]   1699    300    697    385    300    584    547   1927    849    280
## [11741]   1898    299   1235    319    280    367    279    395    337    913
## [11751]    336    455   1575    283    826    527    347    422    450    730
## [11761]    386    467   1240    307    358   1430   1076   1707    460   1444
## [11771]    493    280    462    540   1786    892    422    475   1063    307
## [11781]    282    650    342    696    285   2025   1249    567    286    277
## [11791]    433    434    323    313    490   3910   1100    486   1075    370
## [11801]    289    307    850    300   1069    287   1079    405    311    291
## [11811]    514    285    290    328    756    416    415    463    380    303
## [11821]    497    320    395    360    614    310    560   2397    496    925
## [11831]    421   2143   2377    580    438    300   1098    675    501   1376
## [11841]    728    725    292   1590    288    450   3874    487    440    324
## [11851]    517    482    440   1376    869   1251    320    315    522    741
## [11861]    312   1005    493    333    380    514    285    275    334    475
## [11871]    352    276    425    594    405   1020   1113    291    725    424
## [11881]    316    397    284    510    850    297    319    606    316    313
## [11891]    291    500   2900    325    289    297    274    385   1776    431
## [11901]    461    407    417    428    338    325    525    394    589   1146
## [11911]    698    501   1200    540    400    475    339    329    369    592
## [11921]   1368    427    725    314    345    273    277    300    682    358
## [11931]    492   2247   1600    883    445    340    428    913    375    293
## [11941]   1003    885    470    661    352    600    426    312    385    275
## [11951]    575    787    400    340   1188    473   2992    708    797    436
## [11961]    469    881    612   1480    613    402    551    556    375    355
## [11971]    403   2224    289    421    327    658    275    465    482    575
## [11981]   1271   1550    340   1906    422    341    682    274    516    500
## [11991]    400    655    292    502    280    612    486    325    320    291
## [12001]   1025    294    500   1317    300    420    379    621    699   2000
## [12011]    626    419    495   1500    690    360    371    395    528    354
## [12021]    364    295    402    521    350    639    706    769    360    500
## [12031]   1264    424    402    366    454    302    300    358    300   1305
## [12041]    275    550    455   1095    615    324    346   1217    500    457
## [12051]    896   2831    679    386    286    337    355    362   2195    508
## [12061]    298    340   1643    450    735    343    353    975    289    279
## [12071]    629    440    390    286    309   2908    875    395    881    338
## [12081]    280    289    274    989    343    816    300    303    336    293
## [12091]   1018    300   2240    648    416    685    302    355    284    541
## [12101]    411    325    444   1668    295    436    738    497    740    316
## [12111]   3697    819   1070    370    478    287    387    560    306    370
## [12121]    377    400    320    810    833   2007    625    283    730    375
## [12131]    403    525    671    875    432    300    475    300    325   1022
## [12141]    388    301    343    317    280   1108    279    525    315    618
## [12151]   3697   1318    329   1647    477    287    831   3649    348    511
## [12161]    472    369    598    562    379    300    288    335    273    564
## [12171]    278    300    537    330   1264    862    461    413    582    393
## [12181]    276   1047   1625    378    332    279    614    955    312   4019
## [12191]    470   1407    364    310    335    306    325    370    276   5059
## [12201]    520    610    867    277    815   1092   2959    359    548    540
## [12211]    682    287    363   3990   1684    366   1779    309   2082    532
## [12221]   1865    725    615    392   1625    613    299    505    473    771
## [12231]    517   1238   1914    838    453    281    535    498    413    430
## [12241]   1009    499    327    640    432   1494    694    324    370    481
## [12251]    747    411   2960    426    521    325    322    366    409   2090
## [12261]    506    328    415    275    278    657   1455    405    504    415
## [12271]   1088    400    432    550    420    281   3196   1100    977    324
## [12281]   4206    314    953    293    957    409    876    275    571    432
## [12291]    912    347    762    686   1100    369    804    895    318    362
## [12301]    492    570   1735    277    280    317    495    445    441    273
## [12311]    789   1316    350    375    287   1334    468    379    410    691
## [12321]    331    482    355    409    318   1084    519    290    528    280
## [12331]    278    989    425    350    401    279    696    588    277    749
## [12341]    273    581    540    465    388    333    962    438    356    554
## [12351]    275    548    348    288   1162    447    281    365    317    404
## [12361]    603    347    366    500    306    387   2013    465    286    744
## [12371]   1480    316    588    322    761    697    399    400    314    802
## [12381]   1105    410   1077    377    595    311    303    408    521    328
## [12391]    569   7088    398   1322    274    452    410    337    293   1330
## [12401]    397    305   2325    381    600    418   1028    276    445    322
## [12411]    284    383    440   1296    547    904    701    361    285   2567
## [12421]    281    585   1030    400    304    273    525    479    700    600
## [12431]    306    285    403    334    425    412    282    472   1095    300
## [12441]    303    274    322    597    459    433    854    306    460   1098
## [12451]    338    427    284   6780    500    599    324    442    550    479
## [12461]   1579    298    273    540    670    618    343    408    675    352
## [12471]    350   1259    510    414    561   1222    300    424   1110   1226
## [12481]    335    325   4278    585    745    289    626    516    358    554
## [12491]    682   5516    700    742    309    280    565    500    395    300
## [12501]    575    986    474    435    479    571    320    691    301    307
## [12511]   2735    520    729    641    331    300   2325    406    330    391
## [12521]    340    974    291   2490    281   4876    385    335    692    587
## [12531]    489   1101    680    274    600    375    298    275    467    365
## [12541]    425    785    450    310    440    317   1902    670    553    379
## [12551]   2902    358    480   1823    319   1500    314    382    733    298
## [12561]    285    336    330    351    350    306    289    396    420    275
## [12571]   1192    787   1427    475   1056    346    330    469   1205    536
## [12581]    347    685    363    352    423    977    530    432    300    642
## [12591]    400    550    330    412    496    354    361    501    275    318
## [12601]    302    501    355    526    703    406   4069   1029    669    420
## [12611]   1110    531    326    678    531    302    689    558    283    303
## [12621]   1463    770    825    766   2136    275    794    504    923    284
## [12631]    330    275    740    627   2462    703    448    291   1140    799
## [12641]    434    406    322    347    440    447    451    279    374    659
## [12651]    332    332    367    286    279    401    514    475    485   1018
## [12661]    703    306   1629    477    303    729    341    368    367   1050
## [12671]    540   1008    300    299    364   1394    765    347    558   1000
## [12681]    959    287    747    337    285    550    300    450   1004    500
## [12691]    280    361    355    280    275    524   1997    625    448    497
## [12701]    545    370    520    602    315    328    895    385    607    354
## [12711]    391    335   1044    342   1426    360   2193    318    340    285
## [12721]    706    300    419    325    280    710   1296    275    325    535
## [12731]    350    281    298    521    498    840    498   1350    672    724
## [12741]    627    318    344    274    298    395   3101    730    450   1546
## [12751]    515    396   2658    434    383    577    305    840    914    355
## [12761]    387    336    305    535    423    604   3006    478    292    400
## [12771]    375    295    273    629   3761    646    396    416   1702    392
## [12781]    646   2070    501    280    280   2223    285    425    800   1533
## [12791]    285    343    400    525    326    379    645    300    487    280
## [12801]    809    309   1541    751    893    342    893    921   1587    417
## [12811]    295   3778    715    313    600    324    332    570    378    556
## [12821]    422    279    352    847    390    679    283   1514   3720    280
## [12831]    350    600    358    366   1000    536    594    325   1440    402
## [12841]    418    420   1314    335   1692    302    583    446    409    575
## [12851]    414    332    406    360    290    443    531    421    500    533
## [12861]   2663    325    307    823    275    592    299    359    418    300
## [12871]    288    845    275    339    332    775    832    275    275    339
## [12881]   1411    334    540    290    294    324    400   1557    280    540
## [12891]    294    342    505   1365    275   1092   3037   8500    552   2028
## [12901]    486   1538   1801    445    357    297   2045   2402    350    742
## [12911]    660   1197    444    959   3004    399    332    434   1349    339
## [12921]    645    387   1031    450    577    322    723    279    937    352
## [12931]   2236    320    327    963    989    395    379    546    300    443
## [12941]    477    613    279    282    543   1136    304    880    283    396
## [12951]    322    315    410    416    300    313    306    390    402    696
## [12961]    397    542    335    299    410    377   1153    475    350    324
## [12971]    480    304    475    705   1294    519   2634    849   1312    648
## [12981]    309    290    312   1365    294    274    424    285    304    527
## [12991]    405    340    487    305    284    321   1808    832    732    524
## [13001]    320    400    326    475    394    560    273    560    404    478
## [13011]    332    566   3310   1450    775    408    417    347    526    299
## [13021]    599    306    279    632    824    369   2512    386    564    568
## [13031]   1395    335    288    339   1300    429    476    704    273    475
## [13041]    655    634    356   2409    284    390    400    433    573    325
## [13051]    292    392    384   1127    317    440    376    798   1000    427
## [13061]    700    877    321    459    424    311   1031    438    366    352
## [13071]    484    906   1205    391    838    399    419    875    405    355
## [13081]    723    511    751   1024    294    295    858    498    428    300
## [13091]    278    380    378    556    926    825    288   3750    273    337
## [13101]    299    496    316    374    650    280    485   1662    315   1662
## [13111]   4003    425    325    278    723    287    368    546    360    425
## [13121]    290    521    569    302   1041    297    274    395    838   1540
## [13131]    324    450    300    613    300    908    415    300   1203    497
## [13141]    288    351    331   1849    366   1744    516    358    350    314
## [13151]   1510    510    687    550    500    376   2259    285    495    350
## [13161]    788    418    508    308    508    498    474    545   1301    418
## [13171]    403    300    358    501   1179   2702    538    315    387    326
## [13181]    316    466    446    324    476    835    338    366    375    522
## [13191]    467    504    443    517    332    958    316    434    429   3200
## [13201]    350    565    450    420   1846   1218    304   1107    278    300
## [13211]    662    614    860    550    450   1000    590    700    316    472
## [13221]    329    314    428    378    300    286    325    350    383    572
## [13231]   1036    362    477    335    277    285    433    302    430    342
## [13241]   1080    771    305    612    288    422    837    300    279    275
## [13251]    456    281    876   1691    475    483    460    397    764    359
## [13261]    307    306   2331    278    302    855    331    583   2874    470
## [13271]    336    420    311   1014    350    327    679    287    407    416
## [13281]    445    531    533    350    284    444    352    307    314    295
## [13291]    300    846    285    280    286   1715    358    613    295    836
## [13301]    624    306    334    876   1148    394    276    301    810    404
## [13311]    293    343    490    749    359    554    503    490   1340    833
## [13321]    403   1271    520    400   1130    346    373    432    344    351
## [13331]    291    274    324    659    527    434    350    403    312    615
## [13341]    379    312    367    289    387    889    557    322    314    500
## [13351]    578    832   1123    330    517    284    606   1413   1348    300
## [13361]    601    339    749    614   1080    384    315    673    337   1400
## [13371]    286    324    367    291    550    431    296    409   1004    273
## [13381]    340    283    317    285    331    367    350    461    450    313
## [13391]    381   3144    289   2161   2744    281    281    310    293    346
## [13401]    327    279    493    800    589    409    568    371    434    282
## [13411]    615    996    275    277    483    300    466    369    833    288
## [13421]    409    442   1984    275    897    740    284    335   2613    303
## [13431]    921    504    318    326    633    424    307    299    275    374
## [13441]    280    800    300    371    539    765    617   3603    774   1244
## [13451]    525    549   1322   2521    699    424    849    500    618    280
## [13461]   1007    658    323    337    358    289    460    366    348    329
## [13471]    456    400    456    792   1005    309    391    313    302    415
## [13481]    448    295    776    286    776    941    540   4133    812    300
## [13491]    497    275    757   1578    549    273    502    297    300    507
## [13501]    481    855    312    393    304    353    304    304    634    300
## [13511]    663    374    390    282    386    740    367    497    556    292
## [13521]    582    500    372    360    380   2002    668   1600   3548   1693
## [13531]   2830    301    278    394    668    761    724    779    304    330
## [13541]    818    728    600    450    327    281    819    639   7051    350
## [13551]   1550    504    342    292    290    491    283    621   3419    331
## [13561]    800   1995    335    341    398    345    322    356   2186   1147
## [13571]    924    275   1081    353    286    274    696    656   1254    377
## [13581]    656    303    443    345    430    638    556   2349    420    623
## [13591]    293    886    468    294    634   2459    306   1165    302    330
## [13601]    383    800    325   2400    555    274    374    431    284    848
## [13611]    400    621    362    753    470    958    350    300    333    600
## [13621]    391    300    333    635    620    581    300    420    321    580
## [13631]    678    960    439    757    282    426    366    279    373   1007
## [13641]    974    592    896   3460   1796    438    365   1115    972   1477
## [13651]    620    297    278    447    329   1710    275    665    315    645
## [13661]   1003    500    480    575   1018    700    420    578    920    442
## [13671]   2329    409    371    278    405    289    336    316    474    584
## [13681]    316    679    922    360    292    315    338   1821    336    503
## [13691]    300   1081   1500    275    306    305    285    328    592    905
## [13701]    458    350    970   1508    488    331    602   1327    340    950
## [13711]    750   9999    493    290    963    289    934    287    437   1030
## [13721]    528    318    494    523   1054    298    383    387   1119    960
## [13731]    381    314    529    396   2090    616    662    310   1265    409
## [13741]    380    299    434    450    687    359    306    324    342    276
## [13751]    331   1115    401    413    524    310    714    361   2225   1140
## [13761]    285    492    480    527    798    345    538    571    284   1400
## [13771]    406    380    344    510    340    285   2188    468    340    947
## [13781]    325    625    382    310    313    428   2188    457    712    282
## [13791]    817    475    620    336    360    276    825    347    446    285
## [13801]    276    349    425    313    467    275    805    281    857    386
## [13811]    299    746    307    535    340    336    448    464    544    323
## [13821]    469    728    293    400    502    375    340    547    352    326
## [13831]    467    422    302    443    376    330    707    275    522    352
## [13841]    600    442    426    527    330    575    598    400    288    431
## [13851]    428    280    385    590    275    313    321   1284    469    280
## [13861]    273    345    385    315    280    642    696    815    525    300
## [13871]    275    340   1510    365    446    331    321    350    516    311
## [13881]    470    983   1896    458    363    281    880    310    902    286
## [13891]    300    507    668    381    954    304    325    325    298   3198
## [13901]    657    364    460    884    280    277    443    275    285    369
## [13911]   1579    295    368    346    279    555    357    381    508    304
## [13921]    480   1304    332    376    593    360    320    282    630    297
## [13931]    357    389    803    348    606    277    296    505    320    585
## [13941]    408    369    284   2030    276    352    846    300    396    306
## [13951]    477    759    724    859   1083   1000   1289    458   1227    320
## [13961]    289    302    383    558    390    330    308    273    341    286
## [13971]    296    284    584    273   1196    387    284    294    381    294
## [13981]    352    744    700    284    508    704    382    333    333    395
## [13991]    456    395    434    293    424   1168    617    737    600    316
## [14001]    570    459    494   1417    293    306    280    275    280    371
## [14011]    620    288    295    474    560    296    360    280    340   1035
## [14021]    296    280    291    778    479    296    307    300    288    302
## [14031]    286    450    510    489    352    346   1000    435    590    313
## [14041]    293    392    326    284    352    545    666    900    319    727
## [14051]    705    381    289    300    336    398    731    285    557    358
## [14061]    307    300    324    275   1050    355    298    278    274    558
## [14071]    539    826    450    366    401    503    290    434    637    455
## [14081]    587    281    277    313    485    500    305    293    398    337
## [14091]    284    304    305    363    310    504   2733   2060    736    964
## [14101]    356    404   1596   1858    287   3930   3262    291    328    332
## [14111]    285    329    302    340    343    377   1200    491    720    495
## [14121]    375    297    585    325    400    314    310    376    287    278
## [14131]    660    377    290    278    299    660    950   1200    359    378
## [14141]    360    333    445    279    409    535    356    274    342   1000
## [14151]    329   1481   1118    325    300    597    278    274    338    414
## [14161]    402    308    420    600    400    315    430    300    346    569
## [14171]    339   1312    298    319    746    386    514    700    467    350
## [14181]    393    600    382    561    556    942   2926    410    315    476
## [14191]    450    274    279    476    432    740    304    484    544    338
## [14201]    340    436    788    373    275    501    440    323    360    343
## [14211]    350    377    375    341    380    349   1351   1294   5885    801
## [14221]    290    360    575    360    460    575    537   1614    361   1013
## [14231]   1142    719   1137   1286   1200    391    353    876    649   1001
## [14241]    384   1710    371    303    279   1216   1027    405    465    350
## [14251]    368    289    421   1169    284    324    286    274    320    400
## [14261]    432    658    600    364    287    342    422    506    300    296
## [14271]    302   1086    480    419    650    650    402    482    950    320
## [14281]    444    465    358    420    300    277    281    300    719    318
## [14291]    286    600    282    340    316    327    335    980    350    301
## [14301]    360    350   2397    725    409    290    276    627    306    316
## [14311]    324    450    505    431    282    445   2082    281    308    300
## [14321]    999   2000   1610    300    308    390    370    598    418    418
## [14331]    415    273    600    610    432    281    660    341    334    316
## [14341]    775    403    394    949    349    300    535    381    374    349
## [14351]    302    568    455    314    277    399    287    388    290    506
## [14361]   2053    329    316    351    611    521    501   1641    548    273
## [14371]   1105    727    360    462    820    362    308    358    337    286
## [14381]    482    285    347    330    330    274    274    327    505    281
## [14391]    293    395    315    687    460    613    351    386    282    280
## [14401]    450    428    301    287    288    291    277    500    404    324
## [14411]    414    296    358   3324    326    315   1119    274    292    335
## [14421]    400    283    431    482    475    326    360   1230    299    804
## [14431]    378    331    300    300    303    674    380    336    390    293
## [14441]    929    342    350    310    450    400    329    307    298    519
## [14451]   1313    650    308    393    292    322    573    285    350    345
## [14461]    452    330    366    340    423    732    322    347    775    353
## [14471]    575    537    313   1069    500   2689    287    400    831   1116
## [14481]    477    594    510    347    457    372    305    500   7863    387
## [14491]    540    622    300    350    650    512    305    459   3352    300
## [14501]    909   1565    300   1322    278   1290    283    312    488    300
## [14511]    694    605    340    349    342    340    678    310    411    725
## [14521]   1000   1343    992    854    454    281    300    324    352    290
## [14531]    362    597    331    377    301    292   1006    300    397    425
## [14541]    295    352    483    288    455    300    275    345    317    285
## [14551]    566    274   1278    425    515    517    365    584    732    300
## [14561]    724    391    935    299    425    702    784    493    276    800
## [14571]    350    305    374    399    384    319    576    478    680    407
## [14581]    298    705   1325    500    291    384    448   2600    300    441
## [14591]    387    290    527    313    741    548    835    506    300   1396
## [14601]    630    281    345    527    416    438   1325    316    413    278
## [14611]    288    960    344    689    300    412    290    347    276    325
## [14621]    440    306   1092    422   1162    491    782    462    509    514
## [14631]    563    286    473    293    783    650    335    350    310    409
## [14641]    354    635    328    384    360    293    981    336    405    324
## [14651]    683    340    456    296    310    430    278    350    484    289
## [14661]    304    395    466    363    447    533    818    387    309    336
## [14671]    316    360    434    345    355    367    401    304    286    604
## [14681]    325    302    287    325    356    546    360    281   1156    706
## [14691]    427    390    523    300    340    338    394    278    286    305
## [14701]    722    536    561    393    367    325    473    561    414    348
## [14711]    969    274    505    314   4488    400    279    307    303    320
## [14721]    516    281    408    425    917    334    295    331    598    455
## [14731]    553    289    333    344   1087    880    345    387    421    428
## [14741]    290    505    509    510    548    403    360    719    301    351
## [14751]   1000    293    347   1725    500    875    290    306    678    357
## [14761]    324    355    451    324    400    327    532    868    335    955
## [14771]    475    400    300    309    329    331    658    287    400    371
## [14781]    357   5156    321    400   1176    428    588    650    427    440
## [14791]   1104    481    410    343   1232    320    463    356    285    646
## [14801]    285    307    282    517    554    605    417    415    441    430
## [14811]    291    720    298    643    310    360    315    279    368    318
## [14821]    323    280    365    472    638    279    638    303    300    364
## [14831]    322    413    275    280    668    299    276    840    276   1261
## [14841]    300    287    400   1153    311    335    423    304    345    300
## [14851]    421    320    550    392    320   1000    300    316    815    588
## [14861]    513    480    402    438    322    349    343    321    450    389
## [14871]    665    343    338    401    518    275    314    296    280    946
## [14881]    411    304    280    450    416    550    285    482    648    297
## [14891]    361    407    312    349    283    410    289    296    550    819
## [14901]    296    319    662   1033    300    452    407    602    608    319
## [14911]    348    351    373    287    306    300   2016   2016   1097    319
## [14921]    473    325    396    277    350    751    399    310    283    329
## [14931]    397   1750    683    356    400    325    356   1082    296   1070
## [14941]    359    606    316   1800    667    345    275    542    545    859
## [14951]    300    504    345    428    750   1906    438    842    547    307
## [14961]   3497    850    407    636    619    447    351    566    309    284
## [14971]   2612    565    396    625    280    741    654    318    363    461
## [14981]    553    300    355    380    283   2679   1025    402    393    499
## [14991]    316    830    684    290    285   1224    430   4398   6212    290
## [15001]    877   1500    421    437    549    425    501    329    360    392
## [15011]    353   1181    369    737    285    285    275    705    275    463
## [15021]    457    646    442    317    365    701    530    862    385    377
## [15031]    521    405    357    300    353   1488    334    555    446    312
## [15041]   1771    355    306    281    319    307    338    682    381   2600
## [15051]    761    691   1128    540   2001    475    604    300    600    384
## [15061]    618    388    376    475    348    925    341    412   1093   1301
## [15071]    554    621    439    538    601    463    798    993    584    479
## [15081]    348    699    469    353    370    850    787    320    791    371
## [15091]   1548    290   1340    514   2702    983    379    527    275    347
## [15101]   9178    877    653    550   1637   2045    277    532   1700    325
## [15111]    445    522   3525    522    306    695    391    649    456   4703
## [15121]    676    276    950    305    476    319    308    587    471   1662
## [15131]    380    320   1581    467    405    468    845    340    490    301
## [15141]   1256    735   4224    323   4224    828    587   3126    330    395
## [15151]    300    506    356    280   1057    316    754    367    284    291
## [15161]    617    988    393    304    382    482    291    414    525    401
## [15171]    453    627    770    615    350    306    500    564    704    307
## [15181]    502    464    287    800   3527    501    757    673    285    395
## [15191]   2811    523   1125    583    280   2557    496   8151   1668    414
## [15201]    443    863    330   1831    389    485    292    603    690    855
## [15211]    763    457    691    726    542    273    359    450    374    875
## [15221]    693    423    281    398    541    404    305    407    596    548
## [15231]    296   1204    400    340    282    393    355    315   2784    275
## [15241]    299    322    372    419    519   1240    423    279    344    468
## [15251]    418    413    303    301    275    458    273    625   1696    687
## [15261]    295    309    496    359    292    500    284    300    340    385
## [15271]    427    500    366    386    534    419    306    291    342    275
## [15281]    549    589    332    375    333    350    647    342    476    431
## [15291]    450    285    300    375    988    274    325    288    279    490
## [15301]    286    842    521    345    465    312    575    277    350    295
## [15311]    332    364   2000    434    543    284    796    443    862   1590
## [15321]    535    322    296    443    274    502    278    381    352    324
## [15331]   1275   1196    406    595    771    453    700    404    396    287
## [15341]    384    879    879    293    383    505    542    290    835    379
## [15351]    297    310    662    278    277   3697    289   1083    324    350
## [15361]    345    296   2679    363    277    298    425    681   2407    834
## [15371]    370    273    328    293    355    302    906    907    324    862
## [15381]    279    331    341    580    368    482    332    300    795    652
## [15391]    349    361    424    300    285    455    340    537    295    314
## [15401]    315    433   2252    360   1154    425    513   1452   1297    730
## [15411]    274    551    275    764    356    753   1164   1035    331    358
## [15421]    350    398    652    295    430    417    284    384    312    865
## [15431]    317    324    596    299    308    281    306    465    275    895
## [15441]    420    307    358    431    277    330    370    348    287    374
## [15451]    491    346    543    538    359    282    365    276    299    383
## [15461]    333    956    337    499    426   1216    300    685    415   2950
## [15471]    378    805    383    408    874    336   1239    439    650    550
## [15481]    349    320   1675    745    374    409    274    318    369    374
## [15491]    534    321    613    532    469    295    495    436    319    308
## [15501]    342    276    302    284    460    750    381    368    625    461
## [15511]    625    632    611    317   1294    361    426    905    440    474
## [15521]    300   2310    314    290    301    725    480    725    285    435
## [15531]    562    289    278    319    440    340    411    394    510    301
## [15541]    637    356    282    883    310    348    776    336    347    358
## [15551]    320    318    376    434    378   3474    314    330    393    321
## [15561]    365    526    326    600    386    300    288    746    376    295
## [15571]    428    370   1250    409    376    433    441    287    596    434
## [15581]    388    380    356    306    443    786    496    327    647    289
## [15591]    292    307    280    386    315    480    637    774    605   1030
## [15601]    430    286    300    600    350    300    622    545    350    286
## [15611]    909    483    358    407    326    454    336    452    452    304
## [15621]    758    315    909    374    411    553    442    450    591    522
## [15631]    423    337    275    503    276    288    575    381    358    275
## [15641]    382    299    300    843   1019    488    792    337    381    631
## [15651]    374    379    294    320    358    358    358    336    313   1762
## [15661]    282    505    300    275    320    545   1298    417    277    633
## [15671]    358    541    278    311    351   2302    750    442   1426    590
## [15681]    350    483    598    382    428    374    884    296    423   1118
## [15691]    694    302    316    352    322    286    321    501    347   4492
## [15701]    331    399    832   1776    384    347   1314    495    859    338
## [15711]    859    300    395    904    532    294    896    343    282    344
## [15721]    327    273    339    693    557    424    652    438    356    310
## [15731]    422    300    396    288   1088    310    282    363   1494    525
## [15741]    513    558   1415    318    285    587    288    279    509    572
## [15751]    374    550    861   1263    352    325    978    315   1042    310
## [15761]    354   3490    485    400   2480    538    347    798    459    566
## [15771]    408    304    459    322    301    823    334    543    334    297
## [15781]    401    289    327    400    289    422    308   1988    366    308
## [15791]    280    309    527    280    365    420    295    587    619    296
## [15801]    477    291   2575    348    415    405    416    395    304    521
## [15811]    280    359    370    290    354    337    864    788    335    417
## [15821]    338    408    319    384    393    842    320    739    353    360
## [15831]    410    712    280    750    291    437    290    843   2264    575
## [15841]    886    370    358    655    950   1703    358    382    474    397
## [15851]    344    942    479    508    279    942    300    343    360   1194
## [15861]    500    409    409    370   1041    409    622    446    309   2168
## [15871]    353    439    440   2216    529    589   1876    449    388    279
## [15881]    758    350    529    375    293    377    424    422    275    463
## [15891]    384    432    317    403    318    317    364    569    315    485
## [15901]    356    383    339    371    458   1179    518   1143   1200    273
## [15911]    490    274   2590    350    342    316    392    374    420   1130
## [15921]    302    375    292    799    542    508    394    867    335    605
## [15931]    297    314    425   1038    657   1476    345    430    294    351
## [15941]    536    480    345    289    673    373    407    340    979    514
## [15951]   1350    497    412    599    275    665    744   1763    279   1763
## [15961]    354    319    445    515    400    406    273    354    603    935
## [15971]    390   1501    286    559    452    532    372    338    716    430
## [15981]    287    292   1242    405   2679    532    325    856    335    314
## [15991]    281    317    461    387    324    312    376    535    378    281
## [16001]    281    622    275    610    298    466    612    275    735    346
## [16011]    496    275    435    553    314    322    277   1005    274    325
## [16021]   1147    288   3241    420    509    379    729    515   1551    372
## [16031]   1166    700    356    324    326    407    291    423    283   1196
## [16041]    436    520    340    401    333    450    816    876    281    310
## [16051]    378    320    312    598    376   4520    612    330    335    375
## [16061]    375    768    419    422    315    334    298    414    310   1004
## [16071]    414    322    521    547    617    320    554    541    465    465
## [16081]    396    400    717    940    375    274    875    292   1422    716
## [16091]    513   3263    593    650   5194   4731    896    467    344   2980
## [16101]    428    724    468    440   4307    383    484   1264    831   1160
## [16111]    275    475   9999    603    379   3986   2821   4380    511   1793
## [16121]    436    371    357   2191   1202   1605   1787   2566    659   1932
## [16131]    353   5000    300    551    415    400   3276    950    335    451
## [16141]    549    277    386    420    500    400    504   2191    374    310
## [16151]    359    374    556    284    420    282   1902    417    337   1400
## [16161]    295   1399    657    596   4890    342   1393    325    480    320
## [16171]    274    647    328    647   1117    410   1122    533   1938    332
## [16181]    277    284    389    524    377   1210   1297   2533    370   2612
## [16191]    998    558    292    465    406    580    625    329    273    276
## [16201]    329    324    319    310    348    812    307    405    473   1500
## [16211]    383    392    294    533    444    844   1000    873   1251    312
## [16221]    292    281    360    499    448    286    505    310    296    392
## [16231]    396    572    312    518    346    621   5105   1120    372    447
## [16241]    300    300    609    385    600    948    422    344    401    313
## [16251]    739    771    284    759    297    716    421    648   1141    286
## [16261]    339    296    338    477   1620    419    596   2136   3290    595
## [16271]    316    467    505    569   2924    364   1036    468    278   1405
## [16281]    418    320    773    276    365    608    869    286    293    274
## [16291]    490    930    479    363    296    311    291    298    603    500
## [16301]    500    416    313    473    659    368   1500    572    325    772
## [16311]    282    867    954    725    550    435    478    463   1358    495
## [16321]   1102   6719   2040    274   1608    535    274   1120    350    374
## [16331]   1033    300    920    395    320    445    329    437    444    525
## [16341]    383    673    300    705   1022   2693    667    392    294    475
## [16351]    391    300    365    900   1151    708   1109    437    541    287
## [16361]    465    391    450   2221    323   2525    541    794    331    485
## [16371]    328    754    441    408    904    297    370   2160    564    424
## [16381]    451    650   4463    537   1252    689   1178    351    674   1763
## [16391]    369   2932    335    320   2253   7300    428    582    615   1296
## [16401]    712   1628   1866   1277   1243    836    919    290    300   1200
## [16411]   1100    513    364   1277    299   1167    668    304    689    359
## [16421]   1654    649    486   2429    400    501    615    579    299    410
## [16431]    500    523   2724    670   4515    498   1034    455   2281    831
## [16441]    300    330    316    288    530    282   1315    451    350    321
## [16451]    327    289    847    348   1130    486   1228    403    385    915
## [16461]    330    406   3234    301   1538    766    301    315    310   1142
## [16471]    636    398    871    409    393   1668    386    400    758   1775
## [16481]    360    604   1200    979    281   1883    506    850    300    936
## [16491]    517    979    889   4736    374    515    395    497   1205    297
## [16501]   1051    350    605   4392    380   1273   3088    276    666    307
## [16511]    277    315    615    300    395    281    434   1064    535    581
## [16521]    614    529    921    307   1478   4621    290    419    397    303
## [16531]    529    391    605    333    412    425    283    314   1401   1238
## [16541]    956    351    959    300    552    273    399    739    389    329
## [16551]    399    285   1031    384    339    340    317    285    325    477
## [16561]    500    434    453    417    423    353    284   1312   3049    974
## [16571]    300    350   1939    355    321    277   2231    377    646   1167
## [16581]    411    308    705    289    464    676    294    302   1573    535
## [16591]    600    382    767    323    448    525    330    487   2798    420
## [16601]    281    311    402    302    607    275    416    320    527    273
## [16611]    275    480    335   1000    304    477    345    312    341    312
## [16621]    371    496    383    340    306    368    673    632    310    333
## [16631]    417    469    334   9957    316    374    299    360    311   1096
## [16641]    562    339    427    275    334    382    445    289    321    291
## [16651]    312    965    451   1400   1733   5357    275   1126    280    447
## [16661]    541    562    310    593    355    358    500    382    470    567
## [16671]    998    326    336    617    337    310    447   1053    479    318
## [16681]   1102    712    300    305    485    428    332    565    490    400
## [16691]    325    469    336    425    504    695    399    686    750    490
## [16701]    498    410    410    308    393   1255    742    595    619    384
## [16711]    283   1226    846    320    510    412    565    296    410    677
## [16721]    510   1744    400    377   1004    467    398    604    450    370
## [16731]    650    314    450    998    310    362    295    437    343    448
## [16741]    365    275    320    456    482   1727    394    733    310    434
## [16751]   1400    407    522    722   1818    463    649    475    367    439
## [16761]   2520   2811    314    319    360    321    289    544   2313    364
## [16771]   2538    893    447    295   1550    349    322    716    300    736
## [16781]    540   1626    325    960   2439    396   1592    309    494   1449
## [16791]    600    338    372    326   2033    316    600    522    313    324
## [16801]    300    494    292   1255   2880    516    567    647    575    400
## [16811]    393   1050    328    986    695    432    325    315    831    340
## [16821]    304    610    533    376    553    416   1132    659    510    353
## [16831]    971    384    278    376    416    398    395   5761   1417    684
## [16841]    597    315    549    328    400   1605    393    668    545   1430
## [16851]    347   2133    347    552    289    295   2051   1300    300    400
## [16861]    334    514    309    517    631    435    289    278    315    470
## [16871]    280    366    273    456    316    365    288    502    334    317
## [16881]    301    274   1657    326    315    450    366    289    420    377
## [16891]    576   2679    385    430    339    435    379   2596   1742    350
## [16901]    280    314    351    319   2684    495    449    288    276    521
## [16911]    298    400   1200   1514    379    339    316    475   1053    839
## [16921]    504    678    730    280   5437   4875    283    759    891   3828
## [16931]    600    600    515    899    891   1074    320    999   4219   1418
## [16941]    474    290   1506    375    490   2179    528    384    305    469
## [16951]    984   1586   1898   1023    330    330    984   1200   1250    364
## [16961]    635   1247    335   9999    313    365    456    550    303   2129
## [16971]    288    680    420   1875    317    551    279    338    385    670
## [16981]    539   3659    542   1814    350    372    376    309    524    325
## [16991]    571   1135    298    350    391   3185   1271   1790    341   5435
## [17001]    379    814    283    369   4219    279    500    933    319    702
## [17011]    572   1251    735    422    618    310    480    328    494   2523
## [17021]    407    323    381    300    305    417    400    277    581    410
## [17031]    650    320    366    350    891    273    334   1484    476    360
## [17041]    587    339   3174    350    602    440    375    344    420    300
## [17051]    416    559   1040    564    412    810    684    499    295   1457
## [17061]   2424    668    388    389    690    415    371    576    323    424
## [17071]    370    782    372    366    314    384    325    591   2057    969
## [17081]    308    571    675    366    609    305   1025    287    283    275
## [17091]    299    462    661    332    292    665    275    294    501    301
## [17101]    323    375    289    325    321    324    430    324   1210    500
## [17111]    461    462    727    661    515    368    696   2612    495    373
## [17121]    390    383    280    324    286    344    293    733    416    332
## [17131]    542    302    300    330    320    845    316    733    319    310
## [17141]    295    633    325    296   1276    280    417    733    715    280
## [17151]    312    296    352    279    281    767   2303    651    370    276
## [17161]    316    400    308   5646    425    535    365    360    495    377
## [17171]    369    529    914   2494    303   1011    792    420    320    371
## [17181]    337    291    332    346    534    278    449    493    334    334
## [17191]    384    273    688    320    385    501    340    421    450    338
## [17201]    688    671   1802    576    411    545    351    320    425    288
## [17211]   3142    403    306    317    375    750    471    610    945    425
## [17221]    307    274    341    863    600    292    273   1532    463    345
## [17231]    328    291    287    529    284    284    279    707    363    493
## [17241]    542    361   2656    290    442    336    300    518    300    588
## [17251]    405    518    499    520   2000    275   1875    361    325    547
## [17261]    323    439    387    284    377    325    375    296    760    378
## [17271]    475    326    776    790    500    690    340    304    379    381
## [17281]    386    395    345    319    550    427    315    285    396    606
## [17291]    295   1205    539    490    566    316    283    302    280    400
## [17301]   1003    277    321    647    506    302    300    550    273    281
## [17311]    291    569    280    375    655    445    325    273    325    400
## [17321]    281    300    526    303    290    386    283    280    334    585
## [17331]    368    290    979    406    375    321    288    374    960    273
## [17341]    405    280    328    301    286   1200    985    322    273    309
## [17351]    439    390    357    282    274    290    358    329    747    284
## [17361]    793    400    343    334    274    636    675    425    351    472
## [17371]    336    410    389    300    931    361    351    562    327    276
## [17381]    981    275    350   1373    598   1354    510    344   3289    439
## [17391]    849   1219    396    530   1670    960    465    300    323    350
## [17401]    555    283    605    289    304    459    389    616    509    338
## [17411]    313   1539    273    640    343    375    368    299    330    440
## [17421]    340    296    307    754    342    287    369    579    470    285
## [17431]    300    308    325    305    705    561    281    308    518    481
## [17441]    558    360    305    406   9999    897    274    320    322    379
## [17451]    297    585    288    314    723    398    293    540    500    316
## [17461]    343    300    485    570    365    286    783    310    286    692
## [17471]    298    293    394    298    419    496    591    286    490    525
## [17481]    307    279    330    293    995    436    341    496    453    420
## [17491]    276    345    279    504    300    297    430    437    325    341
## [17501]    378    537    446   1048    280    803    730    359    368    283
## [17511]    348  11050    315    483    308    404    276    300    279    350
## [17521]    325    750    296    277    279    321    510    384    718    276
## [17531]    355    340    279    281    276    500    324    492    340    340
## [17541]    579    555    284    367    283    291    434    344    374    468
## [17551]    294    383    394    400    330    596    324    348    325    322
## [17561]    497    600    282    455    470    531    617    909    510    320
## [17571]    299    775    401    543    350    285    324    284    313    997
## [17581]    470    284    294    411    478    483    352    370   1060    486
## [17591]    600    500    474    275    300    850    300    400    763    396
## [17601]    279    447    600    438    275    275    834    273    730    756
## [17611]    500   1000    425    388    580    436    297    442    300    900
## [17621]    466    307    295    315    331    316    365    400    383    340
## [17631]    349    479    313    384    461    307    294    429    919    356
## [17641]    370    421    350    513    564    321    808    480    307    787
## [17651]    403    382    347    282    283    302    521    301    673    606
## [17661]    432    900    849    500    422    397    357    786    290    297
## [17671]    273    484    447    335    407    475    725    342    312    538
## [17681]    380    499    375    294    450    558    304    400    704    305
## [17691]    320    328   1549    289   1500    888    397    349    476   4626
## [17701]    400    489    734    443    405    310    668    276    495    436
## [17711]    342    584    642    576    311    900    296    275   1098   4620
## [17721]    412    782    273    306    327    319    307    277    549   1142
## [17731]    347   1395    308    283    364    430    291    296    277    354
## [17741]    330    534    300    350    529    463    377    683    338    383
## [17751]    594    831    288    485   2400   1599    451    590    721    356
## [17761]    600    279    450    315    283    347    317    485    337    300
## [17771]    450   1024    408    421    308    906    355    700    348    278
## [17781]    304    302    348    313    334    439    274    276    660    709
## [17791]    335    538    283    325    672    440    450    425    657    315
## [17801]    307    339    275    354    288    373    373    466    524    305
## [17811]    497    887    439   1915    475    380    335    276    366    477
## [17821]    663    296    323    456    325    287    412    275    388    462
## [17831]    390    324    353    300    971    386    325    843    444    373
## [17841]    714    450   1358    315    300    300    760   2117    441    383
## [17851]    341    396    412    374    450    295    325    425    673   1188
## [17861]    300    472    623    327    360    630    350    288    284    279
## [17871]   1000    350    309    360    309    297    392    273    593    340
## [17881]    644    328    399    479    424   1721    293    560    600    510
## [17891]    318    650    412    359    325    470    305    290    300    350
## [17901]    300    326    300    912    848    510    553    511    521    735
## [17911]   1500    305    450    487    466    381    307    526    283    354
## [17921]    442    749    300    570    509    314    900    387    315    286
## [17931]    544    347    277    328    520    336    403    385   1107    273
## [17941]    345   2403   2500    282   1333    309   4900    446    361    498
## [17951]   2958    325   1005   3571    361    609    376    537   1098    432
## [17961]    830    641    607    352    450    306    587    280    297    800
## [17971]   4144    350    471   1854    598    300    539    332    415    287
## [17981]    730    341    495    357    544    393    369    377    344    684
## [17991]    344   1000    287    300   1779    324    348    397    319   1144
## [18001]    368    299    280    885    386    300    534    365    494    478
## [18011]    321    387    400    384    355    360    361    318    295    492
## [18021]    955    406    600    301    577   1954   2416    988    316    760
## [18031]    414    400    333    318    371    287    328    447    326    820
## [18041]    300    280    292    384    340    389    525   1201    300    345
## [18051]    350    583    326    800    431    276    325    464    310    578
## [18061]    406   1292    923    278   1508    488   1487    420    410    392
## [18071]    386    661   2180    502    558    741    289    391    670    368
## [18081]   2262    412    329    354    458    408    570    375    456    566
## [18091]   1105    777   5391    305    431    600    925    273    381    558
## [18101]   4246    465   3720    445    428    446    437    343    324    274
## [18111]    622    299   1337    322    392    469   1337    402    713   4697
## [18121]    533    304    946    853    840   2468    374    691    575  11164
## [18131]    396    805    328   2575    446    429   1641    364    300    480
## [18141]    490    487    919    331    328    410    290   1469    587    396
## [18151]    289    440    392    300    392   1000    275    293    750    433
## [18161]    434    428    799    583    801    365    582    799   1133    346
## [18171]    948    675    555    516    485    321    566   1237    343   1237
## [18181]    339    323    430    333  11018   3730   1131    658   2733    346
## [18191]   1000    707    296    410   2992   1065    495    802    326    432
## [18201]    308   1000    399    280    363    614    293    335    320    504
## [18211]    288    295    430    305   2578    336    369    335    304    461
## [18221]    275    381    280    403    390    581   4066    378    539    316
## [18231]    333    300    286    397    334    279    350    291    407    351
## [18241]    353    737    274    288    400    523    283    343    614    303
## [18251]    610    359   1327    311    303    510    601    276   1290    555
## [18261]    274    305    307    577    273    680    718    317    585    343
## [18271]    363    340    302    436    423    414    720    420    298    378
## [18281]    420    375    436    500    674   2244    328    273    350    556
## [18291]    400    519    824    487    342    330    681    350    299    310
## [18301]    362    363   2254    370    276    393    350   1018    386    741
## [18311]    546    338    273    590    381    308    335    412    311    540
## [18321]    581    500    416    468    350    288    288    570    400    279
## [18331]    409    514    462    450    472    322    288    363    420    500
## [18341]    446    308    329    279    422    315    283    407    288    365
## [18351]    292   1119    282    281    340    283    280    388    318    441
## [18361]    460    285    282    274    372    371    278    275    926    275
## [18371]    300    402    507    320    913    305    287    284    325    299
## [18381]    273   1096   1096    514    281    633   1106   2072    389    425
## [18391]   1842    406    450    282   1059   1208    630    375    296    277
## [18401]    348   1945    569    755    463    563   1000    332    344   1022
## [18411]    360    285   1600   1355    502    344    605   1013    333    375
## [18421]    829    458    448    315    366    682    379    309    381    273
## [18431]    661    330    333    276    362    480    292    324    303   1355
## [18441]    901    305    316    286    950    301    311    305    550    410
## [18451]    478    372    295    394    295    276    287    310    284    515
## [18461]    376    325    461    584    629    344    318    385   1030    495
## [18471]    634    679    600    300    671    329    358    835    313    560
## [18481]    960    315    338    285    283    306    678    850    316    304
## [18491]    300    427    286    448    500    304    315    404    403    283
## [18501]    608    390    939    467   1337    324    924    378    326    495
## [18511]    330    999    321    424    285    455    670    364    277    469
## [18521]    371    308    364    305    392    290    467    286    304    518
## [18531]    287    294   1400   3500    442    288    276    405    309   3262
## [18541]   3349   1290    353    320    720    278    725    293    524    320
## [18551]    550    372    707    335    449    370    529    388    813    292
## [18561]    334    382    350    434    364    446    820    618    636    275
## [18571]   1314    352    820    306    376    877    383    371    300    450
## [18581]    322    350    802    850    990    312    320   1680    410    307
## [18591]    410    343    475    310    400    383    322    304    608    302
## [18601]    283    301    364    504    418    497    735    348    274    681
## [18611]    420    420   3000    277    466    307    336    275    623    317
## [18621]    300    614    420    335    575   2679    529   9999    380    275
## [18631]    350    282    353    300   1689    376    561    649    279    584
## [18641]    395    337    385    307    378    289   1259    359    500    293
## [18651]    325    295    674    489    565    292    330    403    324    782
## [18661]    365    293    318    520    394    283    301    280    302    599
## [18671]    387    587    900    428    415    440    530    310    600    684
## [18681]    546    472    412   1241    290    304    421    396   1141    306
## [18691]   1141    390   1141    300    375    297    448    484    500    430
## [18701]    413    370    365   1264    645    473   1000    353    291    401
## [18711]   2072    333    492    301   1023    329    301    302    329    437
## [18721]    318   3697    350    362    425    651    327    335   1426    618
## [18731]    295    570    727    698    291   2072    480    413    430    507
## [18741]    485    333    276    407    482    709    332    400    303    355
## [18751]    642    954    366    537    331   1128    784    550    282    418
## [18761]    308    339    870    277    488    340    679    750    811    341
## [18771]    701    498    406    274    386    296    474    273   1000    530
## [18781]    376    295    273    510    430    448    292    352    405    500
## [18791]    334    322    287    415   1278    741    289    961    936    313
## [18801]    290    379    316    629    390    374    632    391    488    707
## [18811]    756   3347    355    772    471    396    577   1001    312   1020
## [18821]    400    867    400    834    530    802    356    501    383    285
## [18831]    588    289    308    337    345    540    965   1786    457    657
## [18841]    294   1500    325    365    399    415    292    829    869    430
## [18851]    400   2266    333    360    537    274    610    283    300   2735
## [18861]    322    559   1114    370    461    306    397    338    973    311
## [18871]    513    280    983    280    481    311   1040    558    366    280
## [18881]   2450    391    301    286    587    294    276    313    470    342
## [18891]    359    450    305    542    668    309    540    536    370    505
## [18901]    410    505    318    287    281    480    345    418    393    318
## [18911]    461    639    341    276    363    625    277    280    383    294
## [18921]    428    905    359    404    313    281    431    762    275    418
## [18931]   1241    289   1486    291    610    275    960    288    591    382
## [18941]    696    350    680   1121    319    450    420    305    475    377
## [18951]    299    284    534    412    315    335    575    328    336    398
## [18961]    711    475    611    615   1106    359    286   1722    397    384
## [18971]    306    340    441    600   2008    332    518   1114    500   3388
## [18981]    317    400    437   1271    324    352    750    850    320    397
## [18991]    383    329    487    470    380    367    301    325    400    479
## [19001]    329    283   1113    838    331    500    320    325   1854    815
## [19011]    527    710    298    608   1073    858    568    500    300    654
## [19021]    385    537    430    324    356    469    893   1128    279    506
## [19031]    388    391    724    423    401    630    400    486    400    333
## [19041]    465    914    423   4420    400    592    570    325    528    616
## [19051]    587    486   2344    386    305    979    499    373    859    337
## [19061]    537   1008    350    360    395    394   1239    345    492    321
## [19071]    400    328    350    283   1803    396    280    367    280    336
## [19081]    978    310    352    315    925    416    443    279    341    382
## [19091]    342    296    374   1609    482    481    330   9999    412    401
## [19101]    290    330   1272    326    333    858   1560    383    428    965
## [19111]    674   2000    380    360    600    275    416    324   1295    462
## [19121]    360    282    775    400    385   2221    361    686    580    629
## [19131]    286    289    797    275    288    281    450    299    290    361
## [19141]    393   1068    298    392    560    309    334    285    665    476
## [19151]    904    413    416    942    274    355    320   1800    375    330
## [19161]    471    428   1710    508   1336    700   1345    950    864   1013
## [19171]    630   1956    955    319    620    381    334    850   1964    330
## [19181]    423    279    279    335   1083    440    340    617   9999    275
## [19191]   1355    296    377    273   1000    642    277    446    823    475
## [19201]    370    287    822    325   1013    874    397    291    330    641
## [19211]    485    569    384    615   1332    318    327    504    288   1095
## [19221]    558    684   1073    550    757    646    494    340    282    514
## [19231]    701   3937    405    339    275    285    846    547    277    392
## [19241]    299   1172    983    333    508    283    364    495    487   1178
## [19251]    494    499    279    883    813    594    743    680    615    375
## [19261]    456    485    388    296   1849    508   1994    306    813   2882
## [19271]   3740    286    474    401    454    350    895    347    402    430
## [19281]    429   1105    800    282    366    515    642    341    298    315
## [19291]    318    278   2665    466    395    282   1505   4224   3400    806
## [19301]    301   1257    330    291   1677    789    380   1030    363    401
## [19311]   1084    639    314    816    381   1909   1018    291    805    857
## [19321]    493    500    466    299   2267    995   1662    450    407    362
## [19331]    289    300    289    650    336    848    403    341    987    413
## [19341]   1101    306    470    405    330    345    287    284    455    602
## [19351]    547    563    902   2000    396    284    322   2790    450    888
## [19361]    358   9999    341    505    562    274   2044    591   3151    517
## [19371]    924    276    303   1110    399    487    360    687    279    350
## [19381]    710    300    510    275    496    756    300    655    309    323
## [19391]   4573   1860    275    580    317   1505    369    290    865    367
## [19401]    382    712   1499    405    297    276    276    435   1036    297
## [19411]    283    686    304    372   1292    359    352    284    275    478
## [19421]    353    297    329   1393    400    310   1987    588    886    507
## [19431]    730    315    284    321    360    384    308    396    447    375
## [19441]    322    317    945    344    288    458    350    404    368    291
## [19451]    283    510    355   1196    724    431    530    425    295    350
## [19461]    535    338    350    588   1150    339    281    275    321    412
## [19471]   1662    810   1200    308    450    363    617    760    312    720
## [19481]    399    378    349    388    533    320    320    375    308    522
## [19491]    546    406    406    275    718    352    276    711    394    355
## [19501]    481    334   1347    325    555    787    466    375    508    310
## [19511]    320    348    350    345    569    487   1250    362    649    749
## [19521]    293    407    453   1120   1130    438    364    300    292    412
## [19531]   1193    321    343    343    291    720    275    282    410    406
## [19541]    650    721    305    319    311   1406    323    623    428    303
## [19551]    279   1020    311    694   1107    891    398    300    307    273
## [19561]    323    408    408    433    324   1536    317    275   1683    389
## [19571]    486    540    274   2400    500   1435    335    448    356    683
## [19581]    473    552    545    306    458   2589    315    288    275    385
## [19591]    277    489    287    292    561    540    494    784    293    291
## [19601]    521    325    370    292   1140    300    330    374    466   1149
## [19611]    303   1538    361    276    507    326    654    338    327    338
## [19621]    300    450    418    385    323    383    397    496    288    355
## [19631]    319    331    422    370    335    541    899    306    362    286
## [19641]    464   1298    542    813    931    309    435    648    441    431
## [19651]    346    287    322    285    305    490    302    312    539    326
## [19661]    305    330    279    496    339    305    277    275   1208   1142
## [19671]    407    435    413    348    512    422    471   1440    307    583
## [19681]   2400    306    338    293    280    299    327    530   2197    741
## [19691]    339   5319    292    590    480    540    340    421    399    358
## [19701]   1116    350    286    441    415    619    337    335    397    335
## [19711]    472    291    315    500    308    908   3152    333    275    566
## [19721]    360    465   2333    348    597    274    560    313    340    329
## [19731]    310   3704    339    276    370    460    300    439    297    560
## [19741]    278    292    284   1782    274    359    277    696    388    339
## [19751]    550    298    354   1053    300    460    282    812    300    400
## [19761]    352    356    300    331   1177    500    312    451   2464   1439
## [19771]    300    361   1322    382    343    550    313    562    360    360
## [19781]    335    410    290    687    317    324    619    483    282    412
## [19791]    360    420   1200    300    793    658    278    539    400    600
## [19801]    967    285    356    550    278   1119    515    320    339    282
## [19811]    475    298    400    400    600    356    467    312    400    404
## [19821]    403    920    325    302    461    380    324    361    478    450
## [19831]    585    339    480    839   1000    442    402    720   2790    306
## [19841]    335    395    317    371   1359   1094    526    875    866    280
## [19851]    437    900    320    285    634   1130    383    488    309    750
## [19861]    314    350    300    611    522    348    316    858    537    371
## [19871]    287    759    418    400    293    642    537    735    326   1142
## [19881]    892    310   1000    291   2566    279   1423    485    334    325
## [19891]    675    665    998    291    959    761   6745    450    700    332
## [19901]    296   1621    340    984    303    500    290    700   2346    374
## [19911]   1563    339    419    399   1390    306    353    317    416    390
## [19921]   4703    275    395    782    315    565    386    613    642    379
## [19931]    274    482    337    300   1100    330    400    300    322    885
## [19941]    281    300    928    390    369    682   1575    440    298    614
## [19951]    836   1713    304    895    301    284   1426   2112    354    347
## [19961]    347   1025    374    362   2690    307   1816    402    369   2294
## [19971]    513   1335    515   1155    563    300    425    700    500    385
## [19981]    300    289    487    361    351    877    380    875    770    539
## [19991]    381   1189    530   1500   1268    850    782    378    617    325
## [20001]    425    500   1400    622    360    413   5000    665    348   2134
## [20011]    409   1172    856    414   1219    577   5288    515    607    320
## [20021]    902   9999    886    710   2768   1351    608    277   1150   3066
## [20031]    350    492    566    655    408    290    685    467    798    320
## [20041]    282    668    638    354   5704    322   1036    356    566    600
## [20051]    289   4613    900   5116   2655    759   2555   4613    710    457
## [20061]    482   5995    500    305    568    593    336    335    447    540
## [20071]    875    840    345    384    951    372    501    963   1469    368
## [20081]    345    811    335    562    582    344    377    564    565    300
## [20091]    466    751   1045    340    668    374    274    328    284    344
## [20101]    274    500    295    276    677    558   1187    702    316    400
## [20111]    274    300    300    694    461    706    413   1198    315    284
## [20121]   3906    700    778    586    475    400    300    339    291    380
## [20131]    320    906    360    549    404    471    460    591    280    442
## [20141]    289    285    355    360    365    303    406    403    337    503
## [20151]    824    385    309   1097    354    342    466    275    390    370
## [20161]    339    582    420    391    482    313    325    300    276    278
## [20171]    362    345   9999    562    318    280    577   1780    366    348
## [20181]   2400    281    380    324    306    300   1636    581    349    421
## [20191]    964    274    493    350    300   1364   1085    400    373    422
## [20201]    433    321    520    331    288    278    319    302    598    740
## [20211]    300    300    284    471    669   1313    301    606    683    351
## [20221]    329    285    308    298    318    509    282    633    769    280
## [20231]    310    303    462    561    307   1450    286    279    898    279
## [20241]   1514    292    412    280    274    583    687    373    808    499
## [20251]    324    289    491    456    729    298    481    357    450    312
## [20261]    290   1422    348    430    352   1200    357    400    832    505
## [20271]   1087    393    298   1038    282    500    532    679    400    700
## [20281]    350    487   1094    339    360    905    329    325    319    639
## [20291]    498    349    467    557    541    287    843    420    690    289
## [20301]    299    370    305    587    325    391    327    285    707    600
## [20311]    600    385    525    360    475    384    329    425    295    640
## [20321]    373    312   1925    564    285   1576    291    691    292    296
## [20331]    674    317    309    354    349    288   1292    340    480    924
## [20341]    427    285    610    408    487    400    500    274    313    750
## [20351]    400    278    747    624    336    456    620    521    650    585
## [20361]    592    322    564    655    360    408    295    300    616    350
## [20371]    405   1800    280    507    345    429    500    300    845    324
## [20381]    324    321    305    276    305    361    547    506   1230    477
## [20391]    302    280    340    358    300    414    571    300    299    466
## [20401]    273    355    350    285    555    320    274    289    341    299
## [20411]    423    281    304    325    524    749    489    300    316    295
## [20421]    276    414    338    273    470    404    283    310    381    312
## [20431]    275    415    282    305    279    336    350    324    468    283
## [20441]    301    273    401   1056    385    311    393    350    451   1200
## [20451]    785    324    500    963    300    409    823    372    402    669
## [20461]    294    287    589    298    278    312    381    755    276    402
## [20471]   1285    306    460    600    316    296    368    534    425    653
## [20481]    389    411    274    400    515    274    957    331    289    990
## [20491]    381    300    615    392    720    298    275    447   1190    285
## [20501]    365    330    287    327   1127    438    291   1000    283    305
## [20511]    311    701    293    650    342    684    362    350    477    528
## [20521]    960    279    276    534    275    275    326    831    375    300
## [20531]    390    274    556    333    530    830    425    275   1788    300
## [20541]    277   2668    311    338    297    747    950    280    310    276
## [20551]    358    286    381    362    351    311    284    362    523    296
## [20561]    550    317    508    556    280    444   1500    310    610   2014
## [20571]    362    400   1800    350    461    810    297    323   2357    461
## [20581]    285   1186   3347    398    315    343   2851   1500   1191    357
## [20591]    285    350    300    479    787    280    588    322    508    308
## [20601]    855    363    450    365    312    331    403    331    279    469
## [20611]    276    325    901    480    338    368    555    415    315    305
## [20621]    481    462    325    553    364    400    280    513    401    799
## [20631]    374   1210    300    646    302    385    341    278    600   1068
## [20641]    473    309    583    320    639    764    345    349    372    420
## [20651]    555    428    343    284    480    417    409   2607    300    300
## [20661]    300   1172    339    572    405    339    315    553    523    488
## [20671]    310   2429    422    325    273    481    341   1677    300    500
## [20681]    300    568    607    510   2805    981    436    461   2659    354
## [20691]    991    283    291    348    568    336    344    930    275    602
## [20701]    615    371    275    282    300    734    305    320    710    675
## [20711]    436    276    365    381   2500    286    323    630    360    311
## [20721]    396    615    396    291    315    357    996    333   1020   1044
## [20731]    437    432    279    375    352    480    275    776    400    280
## [20741]    707   1143    340    317    350    313    381    320    338    320
## [20751]    900    400    332    275    350    874    339    320    313    550
## [20761]    276    699    561    420   1050    300   1456    295    387    349
## [20771]    512    307    342    336   1295    295    280    381    888    561
## [20781]    371    330    301    340    391    448    314    368    489    354
## [20791]    831    302    352    288    600    790    490    292    373    322
## [20801]    323    309    387    318    600    282    287    442   2087   1257
## [20811]    315   1228    311    285    348    296    546    398    728    348
## [20821]    593    960    302    307    276    276    292    325    287    324
## [20831]    291    382    400    604    317    283    323   1071    299    390
## [20841]    428    280    289    753    370    310    292    321    412    450
## [20851]    346    764    370    450    466    480    462    329    458    308
## [20861]    316    586    277    306    371    422    320    336    287    300
## [20871]    380    319    407    400    461    429    433    299    395    274
## [20881]    338    312    540    325    278    396    323    464    647    447
## [20891]    395    960    333    274    550    292    275    419    375    375
## [20901]    291    370    277    561    287    394    286    360    301    316
## [20911]   1253    328    929    481    282    370    735    330    601    300
## [20921]    402    347    364    575    381    647    343    413   2702    304
## [20931]    408    679    320    556    294    911    313    276    307    296
## [20941]    537    477    302    387    470    794    375    310    321    302
## [20951]    355   1080    706    280    408   1130    298    612    293    453
## [20961]    326   4560    299    399    475    273   1860    996    435    585
## [20971]    310    435    309    292    381    430    327    586    379    329
## [20981]    505    555    349    275    411   1000    286    519    734    588
## [20991]    440    364    287    410    290    346    415    276    516    309
## [21001]    835    330    311    389    450   1181    600    308    700    312
## [21011]    862    559    308    665   1226    378    312    324    500    555
## [21021]    320    329    377    300    548    825    286    315    400    355
## [21031]    285    970    570    335    286    304    392    384    338    530
## [21041]    380    382    286   1350   1200    432    503   2290    326    362
## [21051]    325    680    313    402    508    284    367    809    332    275
## [21061]    741    278    300    398    290    289    275    628    415    474
## [21071]    376    350    381    279    300   1601    557    396    459    404
## [21081]    334    473    614    517    346    471    300   1201    340    966
## [21091]    305    336    302    491    404    277    310    650    743    285
## [21101]    329    303    568    557    790   1091    428    432    290    290
## [21111]   1811    408    330    359    704    336    600    418    347    395
## [21121]    322    750   2792    793    454    404    320    370    325    279
## [21131]    721    565    408    276    396    546    655    309    283    546
## [21141]    453   6950    380    522    395    473    317    284    412    538
## [21151]   1109    408    385   1171    847    810    306    311    301    348
## [21161]    360    337   1088    273    598    289    363    393    284    291
## [21171]    370    288    336    300    345   1560    561    337    385    324
## [21181]    300    320    370    330   1240    350    400    913    572    525
## [21191]   1259    661    315    700    394    273    502    300    315    462
## [21201]    575    381    526    304    299    302    335    306    446    400
## [21211]    290    290    358    391   1980    420    347    568    333    412
## [21221]    280    290    673    408    297    278   1000    325    393    358
## [21231]    427    549    385    303   1081    277    274    432    420    550
## [21241]    353    932    311    405    996    650    324    331    413    301
## [21251]    342    293    619    640   1200    457    373    334    318    767
## [21261]    288    584    279    526    476    335    290    292    745   1000
## [21271]    600    575    596    273    384    813    390    917   1041    332
## [21281]    337    349    707    300    490    723    280    315    306    288
## [21291]    431    340    380    930    600    700    605    350    427    375
## [21301]    425    455    695   1280    502    331    519    390    781    319
## [21311]    500    566    832    591    284    399    311    430    471    344
## [21321]    340    360    275    639    294    277    324    358   1380    303
## [21331]    499    304    482    417    509    323    322    344    438    420
## [21341]    275    302    328    308    628    372    600    630    280    721
## [21351]    550    368    370    315    425    350    334    601   1802    275
## [21361]    353    341    275    288    631    386    600    376    315    280
## [21371]    647    377    294    647    353    530    854    500    412   1013
## [21381]    619    302    455    379    370    756    409    745    300    576
## [21391]    308    466    600    716    496    492    658    505    326    314
## [21401]    544    443    293    699    320    450    417    508    380    703
## [21411]    312    400    413    380    371    349    548    273   1042    390
## [21421]    305    452    416    479    303    431    445    819    293    451
## [21431]    404    783    566    350    492    617    605    414    443    315
## [21441]    288   1151    310    561    687    315    333    750    512    396
## [21451]    300    661    908    707    825    306    431    400    700    392
## [21461]    786    285    370    320    325    337   1370    332    462    460
## [21471]    374    678    374    280    360    359    628    552    638    621
## [21481]    300   1000    400    389    860    282    655    965    348    275
## [21491]   1050   1813    590    322    359   2026    513    276    300    504
## [21501]    329    357    513    749    800    332    366    283   1276    387
## [21511]    500    365    303   1017    342    300    277    850    767    400
## [21521]    480    364    305    563    547    423    275    403    482    336
## [21531]    318    314    366    280    445    300    700    285    367    286
## [21541]    311    302    273    905    297    735   2836    897    277    885
## [21551]    283    340    315    348    622    799   1475    303    353   1600
## [21561]    388    515    375    333    347    275    317    356    310    480
## [21571]    331    650   2626    864    800    655    320    284    286    652
## [21581]    364    819    537    771    305    519    350    292    841    300
## [21591]    376    275    312    304    300    400    520    388    306    768
## [21601]    741    618    338    474    419    350    574    370    556    279
## [21611]    320    390    574    638   1000   1769    430    780    685    836
## [21621]   2997    290    700    510    400    800    285    304    414    296
## [21631]    330    660    562    684    323    302    389    285    460   2040
## [21641]    542    368    500    399    497    387    557    475    301    339
## [21651]    606    335    313    420    698   1594    840    286   1707    295
## [21661]    300   1528    354    508    644    275    410    337    985    459
## [21671]    513    350    422    510    331    280    400    305    617    410
## [21681]    410    289   1130    704    359    488    373    479    313    304
## [21691]    293    387    302   1500    500    401    554    587    415    361
## [21701]    461    277    282    457    329    716    468    296    420    475
## [21711]    562    360    571    296    650    615    282    615   1681    358
## [21721]   1634    296    281    698    285    317    283    274    292    589
## [21731]    321    283    287    288    338    292    350    413    306    569
## [21741]    928    425    473    353    484    319    295    347   1206   1147
## [21751]    441    701    488    300    500    350    636    273    303    517
## [21761]    417    878    392    275    590    384    499    350    336    275
## [21771]    350    722    514    386    925    386    321    332    480    350
## [21781]    500    480    468    550    918    443    341    280    330    425
## [21791]   1500   2377    431    631    400    841    884    273    590    600
## [21801]    300    875    325    488    418    380    500    410    452    358
## [21811]    518    431    440    808    282    500    491    673   1011    531
## [21821]   3200    428    280    395   1897    395    315    437    287    295
## [21831]    308    905    275    282    623    295    446    378    388    301
## [21841]    346    750    320    318    292    328    400    275    412    370
## [21851]    594    301    350    397    280   1085    360    400    335    279
## [21861]    350    820    464    274   1012    300    321    375    329   1108
## [21871]    459    735    330    328    281    452    311    303    329    298
## [21881]    305    312    396    780    375    340    300    746    314    353
## [21891]    325    427    299    325    900    476    500    432    560    287
## [21901]    446   2045    379   1146    489    349    307    280    400    340
## [21911]    361    420    606    673    363    495    476    332    310    471
## [21921]    395    300    357    462   1200    365    650    300    300    347
## [21931]    290    445    662    280    405    341    274    370    660    311
## [21941]    304    316    400    707    323    300    354    354    297    316
## [21951]    280    289    621    373    300    629    348   1183    278    273
## [21961]    273    285    315    466    362    700    345    639    583    613
## [21971]    373    273    324    315    379    413    588    364    299    853
## [21981]    324    441    313   1200    869    443    325    451    300    278
## [21991]    816    309    558    517    552    984    821    327    521    430
## [22001]    352   1870    291   1762    383   1675   1293    382    323    486
## [22011]    295    312    359    390    429    430    317    289    371    466
## [22021]    278    550   1183    308    327    305    533    643    280    275
## [22031]    292    304    447    293    314    275    655    315    364    330
## [22041]    340    881    440   1069   1002    535    764    284    327    304
## [22051]    343    316    287    722    275    366    282    623    320    320
## [22061]    345    469    591    313    324   1224    321    289    724    373
## [22071]    474    304    404    375    720   1164    308    386    368    314
## [22081]    300    356    640    420    819    440    522    440    359    355
## [22091]    280    320    319    340    703    291    309    486    588    533
## [22101]    882    319    602    308    389    322    284    483    314    342
## [22111]    305    571    400    327    728    332    274    525    341    520
## [22121]    370    375    369   1175    780    905    313    306    455    488
## [22131]    396    280    369    388    433    822    449    337    503    314
## [22141]    304    743    740    369    765    302    382    297    375    431
## [22151]    685    546    275   1236    715    355    274    560   1000    300
## [22161]    326   1009    801    273    390    371    475    637    305    450
## [22171]    728    288    420   1241    743    276    313    466    301   1500
## [22181]    395    486    401    417    437    317    870    775   2199    519
## [22191]   1169   1600    295   1678    465    440    281    333    350    600
## [22201]    360    277    588    579    340    335    275    400    290    281
## [22211]    538    276    275    550    305    317    406    275    340    314
## [22221]    453    331    274    335    359   1794    348    280    512    457
## [22231]    392    289    431    351    336    500    720    625    473    720
## [22241]   1500   1392    305    322    325    428    296    470   4236   9999
## [22251]    385    300    656    322    334    550    720    479    330   1319
## [22261]    608    327    403    666    314    550    600    288    279    480
## [22271]    288    530    282    365    300    275    295    342    600    403
## [22281]    334    328    504    494   6817    300   1252    324    504    699
## [22291]    463    350    343    380    850    913    384    350    321    329
## [22301]    322    320    649    300    367    400    310    861    375    530
## [22311]    329    397    325    310    375    350    385   4289    305    378
## [22321]    320    380    300    627    534    501    554    315    323    590
## [22331]    285    323    664    850    317    684    406    276    446    364
## [22341]    550    432    579    415    603    331    382    439   1270    316
## [22351]    312    293    597    750    361    439    600    275    359   1494
## [22361]    424    467    590    435    591    400    515    373    381    635
## [22371]    307   1752    400    289    517    313    494    667    600    465
## [22381]    314    355    302    320    390    419    400    500    561   1133
## [22391]    345    374    935    575    396    450    323    498    429    407
## [22401]    350    278    480   1102    324    283    279   1100    723    515
## [22411]    277    280    276    410    297    950    304    300    662    545
## [22421]    300    274    350    445    275    429    428    455   1832    444
## [22431]    376    438    415    275    334    305    474    324    365    329
## [22441]    356    288    300    660    279    497    389    368    299    289
## [22451]    769    339    281   1508    637    319    389    351    283    505
## [22461]   1013    441    411    304    315    355    992    309    373    390
## [22471]    370    600   1525    700    312    306    283    675    274    305
## [22481]    296    292    853    330    284    791    576   1450    337    677
## [22491]    306    280   3264    314    790    400    744    288   1292    955
## [22501]    395    280    507    414    324    331    310    480    390    607
## [22511]    594    493    308    316    536   1390    305    787    595    309
## [22521]   1142    475   1924    274    374    423    550    680    275    356
## [22531]    581    476    522    575   1027    337    285    276    416    320
## [22541]    311    410    332   1425    350    297    299  39600    279    469
## [22551]    340    379    548    611    290    752   4703    289    309    293
## [22561]    735    540    350    581   1122    345    591    876    401    339
## [22571]    691    344    284    420    334    304    611    274    277    747
## [22581]    282    274    760    446    298    513    273    521    387    435
## [22591]    312    291    324    337    420    275    694    300   1557    985
## [22601]    430   1000    297    435    475    280    448   1023    299    487
## [22611]    379    500    305    455    400    288    398    339    593   2336
## [22621]    273    286   1277    890    610    829    279    650    311    338
## [22631]    472    404    341    825   1196    287    458    392    633    288
## [22641]    325   2989    413    281    365   1747   1065    799    390    391
## [22651]    456   2309    500   1025    377   2219   1508    290    444    293
## [22661]    452    725    350    318    599    319    350    538    300    705
## [22671]    454    878   1395    358    305    357    490    385    924    402
## [22681]    319    535    760    283    299    400    542    856    282    359
## [22691]    359    335    280    778    322    417    422    508    521    493
## [22701]    530    778    409    543    415    331    331    433    351    379
## [22711]    330    855    630    401    360    327    295    330    354    384
## [22721]    400    379    397    336    340    300    349    345    627    295
## [22731]    286    458    493    285    390   1000    345    354    282    732
## [22741]   1315    359   1350    337    632    349    313    300   2232    617
## [22751]    303    276    343    460    899   1491    665    347    290    654
## [22761]    487    281   1024    304    382    280    415   1094    550    965
## [22771]    462    405    390    504    612   3940    641    408    309    717
## [22781]    600    459   2240    344    317    580    524    947    437   2044
## [22791]    352    275    273    306   1120   1046    542    312    361    662
## [22801]    682    681    571    649    343   1200    354    359    679    300
## [22811]    290    422    330    304   1476    320    300    276    306    350
## [22821]    350    611    509    303    483    275    390    696    306    325
## [22831]    292    326    651    505    370    539    370    429    585    283
## [22841]   2800    577    351    289    300    313    358    540    800    300
## [22851]    369    350    526    291    379    830    565    516    416    291
## [22861]    377    426    323   1500    317    544    600    426    503    500
## [22871]    296    315    384    476    357    452    425    441    686    280
## [22881]    500    305    720    491    309    325   3100    303    363    378
## [22891]   1050    403    360    541    301    420    368   1225    407    349
## [22901]    471    424    583    367    310    500    307    470    473    347
## [22911]    469    529    490    369    327    357    280    447    459    338
## [22921]   1055    422    307    339    507    377    747    304    277    301
## [22931]    321    305    445    326    295    323    329    279    390    399
## [22941]   1980    297    405   1565    275    323    425    583    330    425
## [22951]    583    400    533    411   1437    331    302    487    521   2452
## [22961]    305    311    361    446    350    315    928    291    396    290
## [22971]   3755    301    400    427    587    997   2808   3716    459    680
## [22981]    900    500    615    347    365    295    360    749    313    837
## [22991]   1792    444   1045    494    344    315    398    300    830    369
## [23001]    912   1017    773    437    610    296    960    679    826    636
## [23011]    487    458    395    300    374    772   2786   1037    285    275
## [23021]    430    748    541    455    778    275    318    486    300    274
## [23031]    489    433    688    354    915   1902    316    273    915    470
## [23041]   1588    530    517    543    560    450    302    992    399    310
## [23051]    538    887   1493    399    485    341    288   1783   1236    452
## [23061]    360    421    450    276    466    365    314    840    416    317
## [23071]    525    622    435    275   1000    452    331    323    277    282
## [23081]    289    644   1500    300    598    285    444    285    334    304
## [23091]    391    516    428    680    275    288    314    360    415    305
## [23101]   1970    274    510    430    524    380    278    350    584    281
## [23111]    282    522    327    277    474    359    339    300    360    304
## [23121]    603    531    279    648    365    275    586    331   1386    651
## [23131]    354    303    350    658    292    281    634    998   1336    330
## [23141]    408    381    360    650    325    320    312    282    359    306
## [23151]    310    290    600   2629    277    281    303    315    419    400
## [23161]    360    352    518   1561   1109    669    385    331    480    369
## [23171]    300    401   1150    353    612    323   1178    332    639    500
## [23181]    275   1547    326    584    450   1431    449    568    421    444
## [23191]    841    421    365    405   1328    282    450    387    390    358
## [23201]    695    328    275    360    773    313    709    738   1620    917
## [23211]    277    541    362    363    364    275    900    307    358    469
## [23221]    497   1339   1402    330    355    374    342    632    411    285
## [23231]    526    329    344    800    287    508    380    410    419    425
## [23241]    278    413    371    450   2038    350    421    294    450    454
## [23251]    314   2029    405   1716    400    763    592    290    510    319
## [23261]   4797   1400    543    382    343    315    520    440    287    379
## [23271]    800    750   1210   2804    305    335    330    292    376    463
## [23281]    516    569    315    337    311    310    285    300    339    322
## [23291]    275    300   9999    277    362    494    301    652    800    811
## [23301]    285   1000    449    374    704    984    356    414    280    612
## [23311]    419    285    577    339    396    311    407    416    616    285
## [23321]    498    512    275    300   6540    381    323    353    310    850
## [23331]    977    459    388    290    295    330    410    274    704    300
## [23341]   1634   2002    451    275    480    336    387    612    582    295
## [23351]    300    279    499    555    336    303    559    295    319    679
## [23361]    275    433    320   1420    357    284    324    349    474    312
## [23371]    541    493    450   2307    991    274    300    455   1122    350
## [23381]    465    724    339    276    288   2565    340    750    420    343
## [23391]    431    400    352   1375    410    763    395    503    428    345
## [23401]    350    425    277    300    350    435    290    362    315    550
## [23411]    405    360    812    535    320    320    378    411    472    541
## [23421]    358    360    280    338    297    847    285    373    375    460
## [23431]   1379    273    755    426    300    876    314    435   1800    340
## [23441]    390    471    787    396    287   1650    400    278   3017    460
## [23451]    376    310    285    456   1200    300   2475    306    472   1081
## [23461]    385   2303    530    410    521    321    313    350    350   1860
## [23471]    370    284    615   9999    331    377    732    402    315    274
## [23481]    291    691    332    287    300    670    427    480    396    529
## [23491]    370    461    512    540    452    363    637    345    676    358
## [23501]    409    797    395    373    405    275    390    577    320    416
## [23511]    700    328    295    380    534    485   6460    326    408   1230
## [23521]    374    331    282    452    800    916    399    601    368    298
## [23531]    399    753    560    486    400   3093    800   1342    695    581
## [23541]    360   5800    311   1953    340    403   4080    367    393    575
## [23551]    318    575    741   1033    440    356    299    623    525    370
## [23561]    375    362    301    287    438    525    353    314    615    348
## [23571]    395    291    485    315    700    330    282    479    277    300
## [23581]    331    506    300    563    384    285    777    319    544    366
## [23591]    990    369    347    385    358    350    295    320    744    500
## [23601]    363    285    275    348   1000    435    323    425    313    360
## [23611]    280    315    285    279    308    327    294    600    294    806
## [23621]    282    327    344    360    928    285    297    459    600    330
## [23631]   1000    306    330    575    663    285    653    335    286    300
## [23641]    351    436    378    450    330    293    448   1800    397    287
## [23651]    300    310    275    388    305    372    317    780    325    920
## [23661]   3438    677    455    303    350    551    318    281    325    367
## [23671]    392    308    288    500    937    488   1049    477    334    400
## [23681]    279    298    284    347    316    366    927   1349    464    318
## [23691]    342    349    316    343    365    688    450    375    975    354
## [23701]    400    310   1783    310    386    280   1025    280    447    441
## [23711]    499    500    312    380    344    309    724    413    384    732
## [23721]    639    336    315    885   1005    336    433    352    507    806
## [23731]    822    355    350    755    353    327    371    361    298    422
## [23741]    575    390    297    833    672    280    387    525    394    320
## [23751]    459    275    619    400    953    325    478    316   1449    682
## [23761]    285    433    900    285    421    742    280    404    400    655
## [23771]    668    278    309    418   2123    365    454    353    285    280
## [23781]    349   1445    348   1080    299    452    500    444    370    674
## [23791]   1975    953    296    618    512    296    300    424   2100    529
## [23801]    450    670    940    329    306    600    453   2311    600    406
## [23811]    377    276    396    908    830    680    880    476    304    429
## [23821]    575    355   1800    288    300    419    306    306    365    276
## [23831]    274    381    302    336    585    828    519    544    309    551
## [23841]    431    400    305    297    311    374    575    290    282    280
## [23851]    494    335    365    299    320    585    571    456    429    411
## [23861]    315    449    299    450   2401    350    903    630   1570    403
## [23871]    690   3194    470    394    291    370    345    441    290   3506
## [23881]    345    500    286    624    337    379   2477    295   1839    336
## [23891]   1754    454    587   1032    443    530    661    296    279    299
## [23901]    848    306    322    300   1384    698    828   2878    671   3725
## [23911]    575    521    700   1249    360    503    295    299    284    390
## [23921]    625   1846    510    346    302    273    625    820    296    550
## [23931]   2656    575    825   1233    347    452    276    442   1492    358
## [23941]    301    305    481    382    452    296    324    510    288    384
## [23951]   3186    459    372    309    300    550    455    669    318    716
## [23961]    602   1000    306    464    307    365    700    281    432    451
## [23971]    343    632    372   2378    365    400    406   1484    507    315
## [23981]   1746    300    567    289    288    292    283    665    743    369
## [23991]   1655   1376    534    512    672    296    302    978    306   2943
## [24001]    500   1106    352    500    338   1182   3439   2506    695   1545
## [24011]    313    400   1304    312    644   1457    766    528    318    919
## [24021]    286   3729    292    644    320   1992    295    310    309    368
## [24031]    480    603    276    595    361    340   1686   2751    900    982
## [24041]    283   1100    889   1100    387   1271    310    300    275    425
## [24051]    348   1141   1092    350    300    295    764    348    525    312
## [24061]    535    743    325    500    320    304    679    296   1100    361
## [24071]    336    403    379   1431    752   1070    389    362    500    451
## [24081]   1030    365    628    590    783   1340    341   1331    359    950
## [24091]    452    330    780    624    698    667    573    678   3335    600
## [24101]   2000    497   1092    273    949    443    425    675    275    400
## [24111]    330    292    364    285    487    284    324   1400    397    280
## [24121]    276    375   1200    294    278    765    393    320    351    399
## [24131]    837    688    466    902    850    828    359    350    451    469
## [24141]   1391    298   1214   1230   2611   1000    358   2020    940    379
## [24151]    755    302    295    489    850   9999    378   1969   2646    335
## [24161]   1948    550    775    465    620    757    516   1000    500    290
## [24171]    305    540   1550    621    305    828    597    568    395    363
## [24181]    437    378    848   1805    349    297    753    505    324    984
## [24191]    536    335    299    288   2476    399    288    336    382    401
## [24201]    284    503   1108    673    389    380    311    455   1186   3148
## [24211]    532    588    310    391    426    404    814    300    447    499
## [24221]    350    950    380    320    330   1649    540    642    875   3360
## [24231]    520    694    317    359    480    551    500    460    364    296
## [24241]    519    914    708    392    412    285    446    691    318    413
## [24251]    300    400    517    278    275   1369    400    277    310    298
## [24261]    340    330    396    310    438   1059    350    416    330    355
## [24271]    282    514    300    292    302    371    356   1595    575    684
## [24281]    435   1800    279   1100    453    494    679    338    562   9999
## [24291]    300    406   1292   1840    383    530    487    338    351    377
## [24301]    400    295    400    285    697    572   2162    310    633   2013
## [24311]    290    420   2496    292    539    302    367   1071    849    574
## [24321]    307    458    476    360    708   1203   1669    397    313    277
## [24331]    761    288    499   1166    295   1102    962    288    383    300
## [24341]    478    572    325    474    276   3000    400    387    481    450
## [24351]    275    342    600    796    417    516    376    403    544    525
## [24361]    278    865    385    290   2525    330    775    836    575    764
## [24371]    300    284    450   1947   1598    534   2271    567   1275   1050
## [24381]    290    327    465    372    378    492    360    299    631    287
## [24391]    390    540    300    414    320   1038    349    310    310    283
## [24401]   1187   1178    327    500    322    435    720    280    741    600
## [24411]    276    278   4281    324    330    322   1103    478   3400    391
## [24421]    748    388    300    464    275   1219    485    293   1020    496
## [24431]    417   1917    387    474    360    796    300    314    532    366
## [24441]    388    514    402    300    296   2733    492    340    294    275
## [24451]    343    293   2221    362    555    372    491    566   3600    345
## [24461]    300    497    311    537    296    341    398    550    328   2888
## [24471]    400    294    476    475    433    492    344    305    672    392
## [24481]    300    614    436    798   1200    445   1650   1158    348    800
## [24491]    322   1800   1866    472    640    961    420    378   1984    519
## [24501]    533   1400    321    422    840    614   2992    405    370    575
## [24511]    818    350    818    462    539    710   1222    625    370   1093
## [24521]    800    791    325   1090    437    753   1145    350    500    327
## [24531]    326    290    871    400    566   1332    625    800    375    718
## [24541]    288    418    313    275    696    475    320   1476    586    281
## [24551]    354    318    700    477    899    701    478   4161    339    631
## [24561]   1890    730   3609    477    306    317    375    448    541    284
## [24571]    458    495    367    820    346    396    455    554    379    332
## [24581]    497    280    329    401   1307    308    500    275    502   1621
## [24591]    292    373    288   2206    424    561    589    430    335   1200
## [24601]    329    700    710    794   1000    593    338    289    690    370
## [24611]    322    442    377    325    412    533    410   1140    650    323
## [24621]    338   1002   2000    600    371   1980    572    480    315   1246
## [24631]    881    277   2700    620    325    322    749    367   5000   1142
## [24641]    717   1047    302    717    684    403    789    281   1180    347
## [24651]    583    300   1141   1141    277    330    605    400    299    311
## [24661]    504    300    307    902    415   1205    314    276    477    451
## [24671]    340   1501    301    414   1590    352    498    298   2353   4842
## [24681]    354    285    550    299    420    302    285    595   1165    676
## [24691]    339    315    570    345    280    315    382    320    557   1502
## [24701]    350   1176    454   1141   1141    320    298    753    300    358
## [24711]    315    380    282    281    400    937    691    420    409    287
## [24721]    325    305    312    355    680    488    353    304    401    421
## [24731]    414    349    421    498    401    434    307    296   1050    600
## [24741]    306    341    460    305    286    547    278   1005    321   1530
## [24751]    368    575    792    826    295    323    436    393   1042    565
## [24761]    340    330    600    358   1155   3000    378   3300   1500    323
## [24771]    558    345    513    300   1600    350   1000    940    660    284
## [24781]    364    310    400    561   1050    320    304    350    785    296
## [24791]    459    400    510    354    316    600    377    979    318    755
## [24801]    329   1111    410    518   1260    534    480    546    309    285
## [24811]    287    305    303    414    499    432   1099    296    284    275
## [24821]    281    407    537    880    320    468   1575    409    350    618
## [24831]    396   2700    338   1000    409   1138   2750    425   1366   7647
## [24841]    284    316    405    602    469    637    348   1425    494    653
## [24851]    449    350    517    339    358    441    394    330    325    300
## [24861]    550    456    300    295   1020    275    360    303    300    614
## [24871]    500    338    405    277    692    600   1865    700    338    277
## [24881]    281    716    330   3916    275    280    432    975    432    757
## [24891]   1028    479    598    600   1381    668    347    782    701    905
## [24901]    348    521   1700    462    450    350    772    704    407    348
## [24911]    504    378    369    337    332    415    958    356    477    550
## [24921]    304    464    290    325    681    278    320    281    513    280
## [24931]    587   2164   1138    300    285    696    311   1300    302    524
## [24941]    379    587    385    277    620    484    275    468    400    650
## [24951]    300    285    438    436    294    450    398    858    302    858
## [24961]    434    593    596    370   1265    383    483    273    322    832
## [24971]    367    817    304    299    717    338    316    284    330    352
## [24981]    773    756    300    373    320    905    365    275    600    331
## [24991]    361    442    408   8121    292    366    300    393   3000    415
## [25001]    365    338    353    360    317    329    466    750    362    284
## [25011]    387    638    390    774    896    885    440    798    320    650
## [25021]    372    364    448    310    859    360    300    924    305    282
## [25031]    492    703    446    325    335    394    320    375   1873   1551
## [25041]   1360    634    356    700    483    285    390    425    503    727
## [25051]    309    323    600   2071    315    695    634    343    275    279
## [25061]    300   2080    290    789    350    492   2005    662   1284    340
## [25071]   1000   2338    480    295    326    632    382    366    310    548
## [25081]    289    309   2142    355    604   1661    312    280   1132    345
## [25091]    274    310    535    285    532    594    453    298    275    771
## [25101]    350    780    460   1150   1527   1146   1090    285    467    625
## [25111]    277    953   1858   1839    314    300    365    393    282    742
## [25121]   1735    308    696    515    425   2379    291   2316    300   1696
## [25131]   6084    500    400    329    388    428    477    275    423    832
## [25141]    502   1256    411    396    286    400    300    501    844    315
## [25151]   2002    291    644    767    286   2600    393   2400    536    425
## [25161]    904    380    668   2438   1200    817    308   2718   3720    328
## [25171]    375    309    550   2068    311    580    393    600    820    448
## [25181]   1000    425    295    490    730   1691   7136    285   1800    543
## [25191]    543    559    712    950   1000    298   3088   1344   1228   1918
## [25201]    547   1603    335    327   1000    466    287   1257    289    689
## [25211]   1126    283    350   1427    679    642    302    615    588    374
## [25221]    642   3475    707   1000    525   3202    350    366   2500    288
## [25231]    361   3027   1769    405    519    318   1300   1079    295    470
## [25241]    677   1201    330    514    292    723    967    356    685    649
## [25251]    689    436    275    651    746    425   2424   1500    706   1400
## [25261]   1497   1626    386    811    376   1142   1455    336    343    540
## [25271]   1000   2025    304    378    367    743   1482    540    443    738
## [25281]    324    483   1167    404   1064    739   1000    304   1093   9999
## [25291]    300    276    937    325    301    359    531    320    725    495
## [25301]    275    500    349    453    498    850    353    289    351    428
## [25311]    450   2594    310   3768    618    551    330    400    435    344
## [25321]    510    540    371    427    776    756    794    282    275    438
## [25331]    287    406    353    300    445    854   1070    328   6240    360
## [25341]    325    377    274    310    337    628    320   1213    300    290
## [25351]    577   1474    300   1572    626    450    400   1310    800    525
## [25361]    860    450    434    308    445    282    723    295    281    373
## [25371]    355    371    324    575    764    567    924    285    780   2038
## [25381]    401    363    290    387    607    574    466    662    397    322
## [25391]    503    433    311    275    285    513    330    275    336    336
## [25401]    275    308   9999    293    507    808    675    315    350    360
## [25411]    329   1147    600    526    405   4960    280   5061   1468    438
## [25421]   9999    380    362    320   1138    359    325    300    632    438
## [25431]    400    438    454    582    838    297   6942    402    398    311
## [25441]   2692    392    866    330    525    409    560    529    567   1562
## [25451]    653   1348    344    464    302    650    946    600    277    310
## [25461]   1927    324    721    425    300    696    686    279    445    324
## [25471]    273    528    439    275    283    287    284    351    898    593
## [25481]    300    540    324    300    600    428    308    390    384    325
## [25491]    449    306    471   1629    382    282    481    361    380    465
## [25501]    400    289    405    323    277   1008    300    800    352    372
## [25511]    328    403   1095    410    312    799    289    342    491   1914
## [25521]    340    717    751    566    377    459   2000    368    300    700
## [25531]    311   1600    699   1017    296    451    304    280    285    291
## [25541]    387    375    275   1916    664    367    316    296    402    355
## [25551]    412    381    389    438    295    587    438    442    920    632
## [25561]    276    290    359    288    303    311    412    291    550    325
## [25571]    335    307    481    300    304    330    761    275   1440    285
## [25581]   1100    875    571   1109    412    402   1000    280    500    278
## [25591]    300    312   1800    313    541    278    367    420    623    409
## [25601]    535    900    285    342   1681    990    489    460    446    563
## [25611]    376    295    595    471    400   1000    329    305    325    378
## [25621]    763   1000   3419    365    615    900    300    547    306    450
## [25631]    461    574    275    532    289    383    342   1078    432    691
## [25641]    438    374    383    406   1885    839   1522    390    294    336
## [25651]    356    331    279    297    297    434    646    413    562    844
## [25661]    278    612    780    315    761    313    339    560    403    592
## [25671]    339    792    402    410    407    789    579    308    950    475
## [25681]   1619    325    901    975    435    550    390    306    450    373
## [25691]   1243    600    365    307    464    308    306    483    341    706
## [25701]    909    400   2816    386    931    510   2600   9999    905    472
## [25711]    398   2140    970    825    360    506   3315   2140    563    370
## [25721]    510    435    554    632    778    386    442    354    300    384
## [25731]    297    283    275    433   1500    990    334    295   2172    317
## [25741]   2712    568   2443    613    400    830    606    557    300    989
## [25751]   1500   1030    552    426    300    519    843    500   2000    603
## [25761]   1206    330    488    600    330    344    440    762    582    680
## [25771]   2054    533    280    329    371   1438    500    624    280    276
## [25781]   1122    370    750   1218    657    337    312    380    279    655
## [25791]    483    854    626   1300   1142    331    874    538   1856    608
## [25801]   1370    796   7215   1050    423    675    596    534   1800   1800
## [25811]    371    327    410    424   1000    900    442    677    327    275
## [25821]    515    316    600    361   1650   1364   1061    436    650    319
## [25831]    350    402    390   1062    491   6384    651    800   6384    465
## [25841]    500    420    276    300    400    507   2562   1687    558    567
## [25851]    615    305    941    317    350    852    323    914    318    285
## [25861]   1423   2000    282   1084    471    751    321    376   1675    379
## [25871]    807    375   1185    459    800    403    393    298    346    339
## [25881]    300    611    461    305    300    484    403    374    450    347
## [25891]    562    277    434    606    955    372    283    660    310    436
## [25901]    443    284    419    338   8848    576   1212    395    466    340
## [25911]    431    329    350    787    345    275   6923    400    756    291
## [25921]    965    300    275   6337   2350    435    425    325   1237    343
## [25931]    282    415    989    652   1155    500   1340    872    540   2129
## [25941]    499    354    475   1188    400    391    313   1075    331    535
## [25951]    451    307    275   1025    310   1878    451    577    281    390
## [25961]    500    732    324    330    294    350    510    605    412    295
## [25971]    361    538    372    315    525    340    555    855    425    846
## [25981]    295    640    305    400    330    333    510    699    287    895
## [25991]    830    480    381    565    332    337    320    330    275    273
## [26001]   1238    304    425    293    294    357    500   1926   1171    273
## [26011]    461    273    914    556    485    422    480    447    398    274
## [26021]    286    309    355    741    285   1534    439    980    984    420
## [26031]   4236    655    415    435    317    583   1897    420    436    275
## [26041]    603    936    476   1620    780   1945    609    526    436    305
## [26051]    300   8000    275   2129    420   4128    374    379   2500   1509
## [26061]    276    281    483   1252    472   2460    616    688    746   2257
## [26071]   2905   1900    484    293    731    325    377    373   2162    459
## [26081]    500    942   9999   3500    650    380    523   3970    932    386
## [26091]    350    483   2072    340    485   1714    802   1200    560    301
## [26101]    555   4638    392    352    313    805    525    443    802    370
## [26111]    313    475    597    343    501    378    480    290    290    332
## [26121]   1800    374   1722   2169    284    669    276    384   1021   3609
## [26131]    525    438   2718    300    607    661    340    279    362    418
## [26141]    650    324    475    318    450   1175    980    612   9139    429
## [26151]    276   6169    440    365   2515    556    530    939   1000    800
## [26161]    685    675    320    575    428    378    343    523    319    380
## [26171]    413    521    805    378    597    429    326   1040   1050    660
## [26181]   1000    408    732   2416    400   2000    341    485    376   1085
## [26191]    285    347    303    343   1024    384    381    329    467    339
## [26201]    300    377    380    295    305    515    780    336    525    378
## [26211]    420   1450    392    745   1992    296    900    317    392    980
## [26221]    274    315    288    475    365    329    304    522    356    700
## [26231]    376    287    862   1216    743    400    432    308    556    323
## [26241]    495    932    684   2136    396   7160    638    423    845    943
## [26251]    450    283    368    475    816    573    934    536    819    275
## [26261]    349    330    992    553    360    530    400    600    538    350
## [26271]    647    825    401    638   1020    420    596    436    408    309
## [26281]    614    386    300    601    340    796    480   1512    408    415
## [26291]    417    279   1727    339    370    515    408    300    314    600
## [26301]    516    295   1385    311   1105    381    374    335    348    333
## [26311]    328    338   1100    399    303   2975    611    311    387    375
## [26321]    395    522    622   1286    411    303    511    330    352    330
## [26331]    640    593    302    351    365   1105    429   1583    540    437
## [26341]    780    539    389    302    512    296    288    865    382    433
## [26351]    283   2843    347   1000    500    556    453    301   1355    307
## [26361]    274    297    556    425    604    720   1001   4058    350    510
## [26371]    328    375    391    360    353    286   2624    829   1343    403
## [26381]    572   1200    383   7000    296    360    368    470    583    807
## [26391]    278   1003    311   9999    273    324   1708    460    310    441
## [26401]    277   2255    359    347    406    370    475    475   3199    337
## [26411]    346    420    282    471    440    305    328    900    298    566
## [26421]   1238    688    657    876    757   1677   1634    294   2980    404
## [26431]   1227    420    280    600    545    284    350   2278   1582   9999
## [26441]    350    395   1500    422    567    862    442    493   1000   8400
## [26451]   1100    275    436    407    724    308    343    414   1000    615
## [26461]    753   2482    351    356    600    907   2134    320    390    355
## [26471]   1466    300    814    451    446   1400    281    388    400    453
## [26481]    393   9348   1632    537    275    293    300    420    300    670
## [26491]    496    960    844    400    480    296    310    293    625    875
## [26501]    960    293    453    299    439    472   1260   2284    350    600
## [26511]    313   1170   1842    723    672    634   9449    581    423   1360
## [26521]    530    645    425    462    515    330    730    498    450    350
## [26531]    306    673    372    283    428    750    442   2000    496    401
## [26541]    712    300    664   1630    540    287    448    540    295    451
## [26551]   1000    325    300    480    342   1914    399    299    827    450
## [26561]    384    605    363    324    404    490    415    920    600   1448
## [26571]    436    279    357    336    490    498    490    556    655    316
## [26581]    300    500    330    533    305    341   1190    290   1110   2231
## [26591]   1041   1488    350   1560    535    295   1144    341    295    275
## [26601]    329    369   4054    406    281   1244    273    296    550    379
## [26611]    643    468   2130    449    343   1277    285    310    394    334
## [26621]    450    360    445   1277    404    290    289    452    405    276
## [26631]    385    278    360    350    490   1500    354    341    544    336
## [26641]    800    881    330    658    881    495    358    309    616    360
## [26651]   1001    324    428    306    309    907    472    500    434    396
## [26661]    550    330    393    475   1420    975    385    400    343    666
## [26671]   2060    396    404    286    468    384    378    352    336    298
## [26681]    330    293    318    397    686    340    370    560    380    368
## [26691]    649    310    500    673    358    746    321    275    500    428
## [26701]    365    424    328    500   2913    527    830    595   2274    830
## [26711]    489    973    400    645    575    449    280    312    933   2247
## [26721]    550    348    523    494    283    279    394    911    810    373
## [26731]   1148   1133    392    438    682    283    697    330    325    431
## [26741]    456    450    300    438    289    284    319    285    387    566
## [26751]    466    400    274    273    374    684    351    773    348    293
## [26761]    297   1337    336    318   4800    386    283    278    276   1325
## [26771]    318    338   1889    901    310    280    330    275    344    405
## [26781]    281    375    319    279    430    591    286    408    540    917
## [26791]    276   3138    278    670   4420    320    372    688    464    768
## [26801]    360    425    328    438    478    277    392    293    507    406
## [26811]    350    350    277    344   1482    319    346    338    350    329
## [26821]    294    739    631    471    281    324    350    331    786    445
## [26831]    403    296    517    471    650    290   4420    280   2050    563
## [26841]    464    879    677    371   1171   1100    300   1034    439    480
## [26851]    620    280    367    380    383    744    439    350   1098    679
## [26861]    405    374    362    279    385    286    310    335    800    710
## [26871]    500    432    344    376    565    406   1016    465    698    284
## [26881]    491    712    572    312   1060    278    395   1288    355    460
## [26891]    524    418    395    504    316    448   1440    569    356    370
## [26901]    551    286    357    289    685    344    315    517    389   3825
## [26911]    290    296    289   1010    328    453    443    347    624    370
## [26921]    315    435    625    373    887    478    276    726    801   3318
## [26931]    711    293    529    347   1100   1320    337    350    310    370
## [26941]    464    292    633    400    687    524    353    337    955    490
## [26951]    615    321    377    280    336    709    532   2000    329    686
## [26961]   1187    304    338    402    424    300    312    374    275    315
## [26971]    347    443    440    300    307    296    312    300    367    712
## [26981]   1588    414    337    385    364    434    460    639    505    384
## [26991]    478    288   1044    283    355    520    466    375    399    653
## [27001]    306    469    282    396    736    339   2866    284    352    313
## [27011]    630    279    289    298    350    365    300    390    301    600
## [27021]    500    746    349    366    330    387    632    342    309    500
## [27031]    292    400    500    281   1235    421    381    493    379    500
## [27041]    575    497    452    466   3168    352    446    845    643    626
## [27051]    369    364    290   1276   1020    276    338    540    525   1331
## [27061]    589    598    501    352    280   1006    309    358    300    515
## [27071]    525    409    502    300    323    449    691    280    282    862
## [27081]    274    960    288    392    685    342   1850    274    980   1437
## [27091]    342    327    746    303    356    273    350    623   2357    415
## [27101]   1155    405    279    360    286   4850    300    375    375    540
## [27111]   1299    406   4800    400    551    310    525    600    374   1000
## [27121]    434    444    450   3446    279   1557    275    608    283    282
## [27131]    484    273    300    303    390    320   1320   1456    390    278
## [27141]    382    406    330    281    308    365    477    485    562    803
## [27151]    290    366    338    300    445    311    277    381    383    415
## [27161]   1550    285    402    331    657    333    387    428    333    319
## [27171]    565    279    411    400    450    289   1302    915    636    516
## [27181]   1296    460    500    369   2800    781   1008    275    286    318
## [27191]   1016    403    682    328    302    548    287    431   2664    274
## [27201]    368    425    393    325    294    447    350   4152    274    521
## [27211]    473    455    347    300    308   2059    626    381    428    300
## [27221]    600    334    464    335    798   2171    325    412    326    308
## [27231]   1300    540    353    275    293    297    302    300    300    486
## [27241]    371    275    614    334    277   1111    279    319    404    508
## [27251]    461    557    275    330    278    724    324    441    368    736
## [27261]    300    283    290    799    300    517    274    420    680    647
## [27271]    280   1184    360    739    326    286    600    474    275    288
## [27281]    315    354    450    500    300    651    735    341    297    330
## [27291]    307    300    409    408    399    334    282    455    450    279
## [27301]    372    405    360    351    277    422    540   1050    279    640
## [27311]    330    297    800    300    347    422   1960   2400    312    879
## [27321]    321   1852    309    496    380   1550   3526    776    290   3000
## [27331]    280    293    280    848    327    497   2285    274    606    491
## [27341]    524    280    304    302    421    317    807    475    461    454
## [27351]    351    454    592    368    499    292    343    300    496    300
## [27361]   1430    316   1263   9999    340    305    683    295    300    365
## [27371]    416    344    480    315    300    305    286    400    370    459
## [27381]    336    275    350    408    600    479    307    288    348    379
## [27391]    476    325    308    636    308    327    277    366    491    300
## [27401]    289    530    392    483    304    286    360    299   1176    275
## [27411]    329    316    687    360    364    418    330    335    900    290
## [27421]    410    458    361    717    328    537    402    370    309    501
## [27431]    468    331    327    327    560    276    854    349    327    450
## [27441]   1343    300    282    361    300    297    320    274    343    434
## [27451]    313    449    885    310    277    650    328    500    786   3587
## [27461]    425    542    302    459    423    305    362    324    320    276
## [27471]    600    660    305    296    282    620    715    757    455    400
## [27481]    601    307    630    319    778    737    660   1817    300    281
## [27491]    290   1285    295   1288    300    335    334   4508    724    297
## [27501]    891    350    891    711    329    519    275   1000    527   1569
## [27511]   1420    294    500    315    924    400    280    406    295   3192
## [27521]    843    558    340    297    300    416    840    648    729    379
## [27531]    350    827    275    324    275    400    422    350    300    416
## [27541]    328    279    310    834    344   1157    287    274    411    632
## [27551]   1364    388    336    296    322    393    404   1380    384    330
## [27561]    280    596    324   2500    500   2400    300   2632    293   1660
## [27571]    794    612    394    384   1318   2328    960    618   1684    503
## [27581]    324   1200    592    516    590    937    456    520    303    570
## [27591]    301    302    530    280    540   1237    343    275    360    430
## [27601]    340    286    312   1100    481    330    322    311    398    860
## [27611]    360    346    432    426   4800    350   1150    365    357    680
## [27621]    623    280    275    700    763   1250    320    645    534    371
## [27631]    384    418    383    274    611    304    315    375    282    300
## [27641]    400    330    405    507    275    304    322    864   1740    350
## [27651]    439    360   1189    311    287    979    850    401    496    357
## [27661]    312    297   1000    350    318    351    344    520    467    318
## [27671]    497    285    439    469   1144    800    732    631    530    274
## [27681]    565    692    367    278    707    353    494    420    345    364
## [27691]    339    327    273    280    283    500   1338    360   5185    825
## [27701]    400    391   2051    308   1143    396   2187    283    291    310
## [27711]    323    550    286   1069    448    282    396    513   1816    601
## [27721]    340    329    537   2100    337    309    382    343    274    531
## [27731]    311    301    327    434    331    450   1096    306    631    303
## [27741]    621    500    281    444    326   2690    996   1056    493    320
## [27751]    370    305    500    638    470    483    360    326    330    293
## [27761]    435    308    467    278    300    275    310    338    319    578
## [27771]    589    435    499    707    964    980    371    786    360   1362
## [27781]    515   4142    275    275    605   1292   3374    305    556    830
## [27791]    523   1211   1100    312    507    300    360    576    675    302
## [27801]    498    450   1049    424    553    850    464    999    336    276
## [27811]   1000    545    619   1605    414    304    655    457    406   1000
## [27821]    413    284    410    287    682    462   1180    319    490   3000
## [27831]   9999    363    390    320    396   5314    918   7784   1013    416
## [27841]    360    280    300    283    350   1880    460   1100    891    375
## [27851]    510    367    292    305   1883    348   1260    939    274    656
## [27861]    315   1040    370    301    280    348   1667    332    285   1141
## [27871]    739    299    693    274   1262    500    695    384   1438   1090
## [27881]    290   1080    461    860    285    485    283    640    400    532
## [27891]    293    400    300    935    325    284    280    463    341    298
## [27901]    397    327    961   3360   3000    791   1488    322   1871   1032
## [27911]    300    894    308    335    353    500    406    892   2190    284
## [27921]    600    477    936    800   1908    454    363    749    282    320
## [27931]    444    280    368    273    496    312    339    662    382    972
## [27941]    510    280    304    618    275    303    552    360    325    285
## [27951]    695    373    900   3615    401   1107    731   2533   1064    297
## [27961]    351    534    325    367    300    344    336    275    390    508
## [27971]    280    278    288    305    429   6189    521    328   2532    452
## [27981]    349    300    394    754    308    325    555    337    354    389
## [27991]   3189    408    319    279    358    480    341   7345    772    303
## [28001]   1119    319    281   4176    315    377    458    372    314    275
## [28011]    561    360    300    301    359    420    379    346    348    275
## [28021]    287    586    365    379    608    902    428    852   1312    293
## [28031]    318    363    292    294    341    391   1300    342   1141   1103
## [28041]    520    430    400    349    300    614    350    698    472    428
## [28051]    805    300    368    508    295    600    283    334    661   1846
## [28061]    591    540    416    450    399    328    847    389    275    346
## [28071]    289    399    470    291    490    675    371    277   1352    492
## [28081]    508    331    275    273    468    451    468    990    316    314
## [28091]    415    331    415    375    375    414    405    280    294    285
## [28101]    383    273    435    431    584    849    434    412    360   1127
## [28111]    455    434    485    312    752    400    306    522    278    311
## [28121]    279    362    502    515    632    540    420    305   2161    393
## [28131]    408    426    335    289    300    300    319   4176    344    396
## [28141]    357    364    276    375   1609    364    384    552    459    437
## [28151]    455    585    300    455    993    292    353    550    687    381
## [28161]    465    276    275    798    320    300    275    300    300   1985
## [28171]    276    319    316    338    500    462    342    416    344    475
## [28181]    326    298    299    295    348    339    641    344    296    284
## [28191]    423    382    278   3104    275    708    313    302   9999   2872
## [28201]    372    307    416    290    570    298    275    518    600    290
## [28211]    336    339    299    387    340    527    551    275    303    400
## [28221]   1928    380   1611    297    450   1682    425    803    420    338
## [28231]   3770    427    386    560    276   1041    296    923    341    500
## [28241]    329    457    711    328    486    421    779    589   1384   1142
## [28251]    950    347    285    375    446    340    383    905    317    394
## [28261]    316    509    332    329    297    281    376    625    317    400
## [28271]    314    423   1058    288    300    324    432    528    282    757
## [28281]    449    650   1098    341    296    613    620    273    294   2198
## [28291]    310    371   1165    300    355    704    300    350    409    480
## [28301]    340    501   1678    400   1167    287    338    337    430   1145
## [28311]    335    343    315    932    337    312    482    545    284    789
## [28321]    403    920    281    300    303    599   1149    310    343    331
## [28331]    504    475    354    725    371    520    416    910   8400    392
## [28341]    365   1921    546    598   1514   5155    325    400   2307    903
## [28351]    712    315    978    300    906    384    502   1378    344   1097
## [28361]    560   1017    484    550    285    287   1276   1034    569    274
## [28371]    760   1000    284    738    540    286    917    407   1533    329
## [28381]    868    501    749    435    490    345   1275    450    475    339
## [28391]   1200    479    614    275    640    345    313    516   1189    802
## [28401]   1355    657   1500    415    442    305    285    282    301    972
## [28411]   1219    455   1713    855   1404    360    500    432    500    336
## [28421]    275    425    361    428    459    959   1500    432    518   1163
## [28431]    278    286    278   1160   2200    275    574    361    274    540
## [28441]    384    750   1832    587   1576    850   2252    518    294    314
## [28451]    279    355    665    601    407    704   9999    360    525    293
## [28461]    280    278    435    500    429    421    593   1150    282    398
## [28471]    291    485    428    848    374    437    337    955   1234    400
## [28481]    581    361    845    318    310    370    500    508    390    300
## [28491]   2791   1240   3088    286    283   1691    321   2302   5061    378
## [28501]    846    308    427   2000    368    381    360    311    983    284
## [28511]    465    900    442   1208    320    375    338    295    281    595
## [28521]    450    506    800    600   2201    391    470   1800    500    288
## [28531]    394    350    674    353    695    412    341    345    450    401
## [28541]   1303    350    358    651    339   1506    505    472    542   1172
## [28551]    300    428    616    489    640    380    300    571    728    278
## [28561]   2578    356    300    310    284    547   1250    474    290    355
## [28571]    884    390    526    295    603    451    498    308    450    369
## [28581]    300    889    278    296    385    311    437    450    376    511
## [28591]    304    868    864    383    632    330    425    284    663    311
## [28601]    284    553    356    364    472    784    395    622    350   1230
## [28611]    326    459    330    287    451    360    275    428    328    300
## [28621]    456    275    375    840    369    367    296    300    640    343
## [28631]    371    324    335    464    357    323    304    390    332    339
## [28641]    432    565    294    280    294    277    462    445    883    357
## [28651]    624    392    475    491    326    280    840    760    396    360
## [28661]    324    477    915    357    300    275    273    458    284    308
## [28671]    873    389    436    291    411    423    390    305    299   1226
## [28681]    465    282    670    342    360    286    755    375    446    289
## [28691]    291    325    330    300    296    335    412    275    301   1156
## [28701]   1008    508    298    552    309    642    343    385    402    761
## [28711]    311    513    402    273    518    279    335    531    367    697
## [28721]    486    292    610    331    353   1569    636    345    657    715
## [28731]    293    303    486    370    942    288    313    399    350    327
## [28741]    394    305    518    668    383   1294    415   1182   1015    603
## [28751]    632    356   1152    707    600    637    465    316    358    474
## [28761]    452    390    455    330    343    580    615    630    336    403
## [28771]   1184    340    826    280    298    595    297    336    354    308
## [28781]    312    334    397    547    275    298    273    312    711    510
## [28791]    359    330   1197    916    281    460    329    391    316    396
## [28801]    328    800    286    282    364   1106    467    358    750    796
## [28811]    355    311    420    278    277    292    281    343    300    306
## [28821]    357    364    529    436    308    704    287    347    280    366
## [28831]    275   1165    356   1694    303    450    282    374    513    343
## [28841]    335    309    279    482    394    404    283    292    289    459
## [28851]    627    360    319    389    350    319    328    309    284    325
## [28861]    599    413    480    316    523    363    288    400    292    330
## [28871]    307    278    276    368    285   1014    275    382    734    300
## [28881]    403   1317    300    319    303    300    304    352    754    553
## [28891]    316    292    301    442    560    517    286    800   1351    308
## [28901]    700    470    310    332    391    663    297    344    375    409
## [28911]   1016    300    365   1068    410    375    297    282    290    390
## [28921]    312    362    316    502    334    465    300    560    352    290
## [28931]    450    328    415   1500    294    509    331    434    401   1263
## [28941]    410    638    450    315    340    300    314    419    375    371
## [28951]    471    342    566    387    419    295    296    547    518    296
## [28961]    469    698    570   1361    599    703   1971    411    450    277
## [28971]    480   1344   1008    913    286    340    542    333    527   1422
## [28981]    828    403    389    693    385    452    790    400    458    419
## [28991]    486    458    400    464    565    305    400    400    323    275
## [29001]   1730    452   1094    464    300    455    487    455    512    491
## [29011]    438   1063    279    455    399    283   2424    355    296    450
## [29021]    340    293    365    411    425    481    328    324    593    331
## [29031]    521    443    315    315    569    282    710    291    293    453
## [29041]    323   1528    378    325    425    356    472   1290    281    333
## [29051]    300    319    500    414    398    382    329   1290    387    312
## [29061]    277   2400    468    358    336    359    336    305    275    562
## [29071]    280    291    375    404    343    304    304    603    291    286
## [29081]    290    539    476    285    282    442    303    514    517    325
## [29091]   1048    389    292    319    598    339    374    450   1351   1354
## [29101]    288    540    306    544    299    575    345    319    416    333
## [29111]    520    335    281    648    611    380    290    375    693    359
## [29121]    737   1788    848    293   1619    294    360    287    480    583
## [29131]    435    337    367    297    274    516    580    412    389    273
## [29141]    475    325    370    340    286    339    338    555    424    575
## [29151]    550    344    307    428    307   1169    325   1060    593    735
## [29161]    320    281    600    733    392    528    398   1985    384    373
## [29171]    816    394    294   3571    364    300    820    608    864    366
## [29181]   8471    950    739   5269   1883    594    291    803    325    539
## [29191]    309    318    769    434   1404   1267   3463   6564   1200   3180
## [29201]    329    338    433   1055    700    290   1120    294    286    453
## [29211]    480    352    386    276    367    450    568    749   1440    572
## [29221]   4790    350   1866    974   7965   1973    888   6350    625    427
## [29231]    719    569    288    390    559    965    832    896    284    328
## [29241]    392    368    870    473    605    503    948    350    496    500
## [29251]    501    825    281   1782   1070    533    405    915    280    705
## [29261]    382    458   2337    855    840   2880    750   1505    537    546
## [29271]    486    430    430    297    584    860    468    732    483    274
## [29281]    727    305   1586    340    400    830   2491   1297    280    394
## [29291]    530   5670   1250    310    870    815   2171    360    324    635
## [29301]    551    340    522    912    602   1200    461    422    338    700
## [29311]   2042    275   2875    294    604    790    925    329   8500    510
## [29321]    400    376    613    476    950   1226    315    297   1090   2888
## [29331]    581   1481   1170    818    350    519    368    323   1311   1448
## [29341]   1681   1826  44560    300    540    547   1205   2000    586   2030
## [29351]    596    380    279   2000    421    649    420    313    359    341
## [29361]    882    345    279    450    877    330    332    349    993    280
## [29371]    282    598    280    320    768    575    563    672    459    292
## [29381]   2947    401    732   1518    504    600    280   1005    691   1127
## [29391]    358    298    274    282    331    305    685   1000    290    685
## [29401]    367    282    293    641    426    961    312    356   1079    276
## [29411]   1890    360    375    653   1410   1700    419    350    949    300
## [29421]    376    355    559    570   7617    309   1403    330   1114    685
## [29431]    808    317    552    273    369    502    331   1849    421    499
## [29441]    960    559    332    700    355    344   1061   2000    696    380
## [29451]    448    360    322    441    804    794    317    323   2537    613
## [29461]    768    279    330    422    400    475   3798    292    300    595
## [29471]    570    647    300    345    692    327    282   2849    418    360
## [29481]    500    600    882    288   1067    784    342    289    531    293
## [29491]    315   1951    521   1006    315    301    275    385   2708    500
## [29501]    282    400   1311    310    345    610    477    475    600    464
## [29511]    550   2357   1034    556    349    493   2072    540    300    450
## [29521]   2595   2704    801    280   1724    492    369    959    600    300
## [29531]   1319    444    323    300    276    465    300    280    849   1548
## [29541]    408   3360   2323    324    336    685    305   1800    289    300
## [29551]    359    344    315   4800   9999    287   7334    812    660    288
## [29561]    683    278    425    524    325    381    419    568    360    682
## [29571]    425    387    984   4683    708   2941   2328    888    325   2413
## [29581]   1640    287    322    585    320    368    342    554   1280    311
## [29591]   1279    280    338    980    905    363    280   2177   1637    532
## [29601]    430   1100    406    896   1750   2070    456    565    367    339
## [29611]    306   1524    349    476   1135    313    508    330    650    382
## [29621]    663   1226    275    392    904   1492    448    415   1200   1296
## [29631]   1051    820    364    279   1746    865    401    599    298   1545
## [29641]    691    563    320   2200   1114    566   1114    989    384    295
## [29651]    281   2155    425    295    612   1311    540    383    304    399
## [29661]    427    500    524    669    303    315    298   3000    274    303
## [29671]    635    922    649   2770   1611    401    471    576   2000    440
## [29681]    576    285    285    953    309    452   3101    813    287    693
## [29691]    276    437    312    290    489    682    461    730   1859   1376
## [29701]    624    777    600    602    462    721    301    293   1662    323
## [29711]   1753    433    332    340    553    772   1859    421    500    300
## [29721]    404    500   1154    275    538    417    935    350    292    408
## [29731]   1240    807   2830    323    483    316    515    281    390    515
## [29741]   1199   1313    300   1101    416    794   3500   1629    564    570
## [29751]   3352    618    800    555  21250    341   1400   1739    303   1231
## [29761]    521    395    370   3937    468    444   1209    363   2080    375
## [29771]    375    340   2013    469    310    400    778    397    594    532
## [29781]    360   7500    360    565    310    373    725    551    297    593
## [29791]    653    517    565    507   1886    553    357    524   1350    373
## [29801]    277   1800    398    467    413    423    332    323    297    624
## [29811]    583    550   1238    315    347    382    561   1814   1680    400
## [29821]    508   2278    520    420    374    285    300   6847    295  13119
## [29831]    627    735    350    282    281    326   1409    444    412    862
## [29841]    669    518    480    345   1500   3310    290    827    666    687
## [29851]    950    348    289   4992   1708    468   2540    276    318   2134
## [29861]    328    648    312   1200    300    355    679    532    273    380
## [29871]    609    307    325    972    276    937    300    358    951    319
## [29881]    667    335    547    273    422    861    674    277    888    451
## [29891]    284   1309    330   1058    505    323    389   1500   1054   1680
## [29901]    291   1937    600    502    525    414    800    451    442   2361
## [29911]    289    327   2122   1294   1025    963    704   1067    306    963
## [29921]    345    294    375    360    617    630    887    315    352   3732
## [29931]    298    318    636    306   1153    393    382    341    281    375
## [29941]    281    280    368    397   2229    300    330    376    793    300
## [29951]    929    432    360    391    327    406    309    365    488    326
## [29961]    739    600    336   1650    711   1443    364    480    455    773
## [29971]    356    300    592    350    303    320    840    918    324    350
## [29981]    275   1700    325    375    356    523    509    279    393    486
## [29991]    312    547   1180    303   2283    278    330   2177    394    345
## [30001]    300    441    397    305    373   1920    500    291    319    540
## [30011]    323    436    307    785   4647    425    292    474   1473    276
## [30021]    548    432    755    414    413    274    280    450    360    474
## [30031]    713    320   1113    380   1113    502    405    469   1457    313
## [30041]    333   1231    331    845    417    400    273    276   1205    400
## [30051]   1731    369    360   1422    386    449    496    373    321    284
## [30061]    301    293    532    301    360   2058    462    324    302    480
## [30071]    561    944    285    330    275    330    415    316    282   1218
## [30081]    273    540   1351    440    274    366    360    416    298    528
## [30091]    273    339    344    442    275    484    512   1140    296    280
## [30101]    344    390    552    327    331    350    277    297    532    290
## [30111]    279    302    277    432    275    294    904    421    287    358
## [30121]   1274    325    284    317    302   1059    443    324    310    480
## [30131]    368    911    290    307    444    490   1001    399    297    389
## [30141]    330    328    331   1320    323    276    507   1270    396    290
## [30151]    444    730    530    273    284    640    281    290    309    580
## [30161]    400    303    328    354   1500   2996    391    287   1032    375
## [30171]    400    453    286    356    565    503    465    306    348    288
## [30181]    314    401    360    544    308    330    330    311    322    550
## [30191]    413    512    333    333    414    307    370    336    450    875
## [30201]    287    278    284    379    315    429    275    310    830    360
## [30211]    280    365    299    283    320    577    511    389    359    484
## [30221]    462    419    343    598   3502    418    295   2612    700    337
## [30231]    537    309    364    397    375    285    414    370    302   1272
## [30241]    318    287    297    400    450    425    455    302    335    570
## [30251]    322    440    321    880    290    360    290    350    283    280
## [30261]    283    351    495    527    369    454    311    300    300    288
## [30271]    305    450    281    301    647    298    521    295    420    860
## [30281]    320    281    275    432    295    382    490    299    287    848
## [30291]    442    306    373    884    651    391    327    420    300   1263
## [30301]    473    384    283    432    274    297    388    529    315    337
## [30311]    636    298    295    475    295    572    844    340    455    320
## [30321]    370   1000    410    537    301    870    320    400    310   1125
## [30331]    427    406    300    335    694    371    522    300    283    382
## [30341]    375    316    300    640    403    306    374    285    319    283
## [30351]    289    301    315   1609    657    796    364    357    358    450
## [30361]    304    335    300    367    445    298    864    293    331    288
## [30371]    325    475    351    279    370    391    442    319    822    436
## [30381]    321    520    292    475    277    307    345    319    273    415
## [30391]    537    400    490    450    335   1081    293    716    444    279
## [30401]    447    303    313    298    294    436    973    349    875    285
## [30411]    304    303    275    379    333    360    431    336    547    425
## [30421]    360    318    341    595    350    305    344    327    273    300
## [30431]    503    331    479    651    275    498    350    325    316    394
## [30441]    273    433    618   1200   1079    311    428    761   1820    357
## [30451]    281   1336    409    540    291   1457    510    937    343    390
## [30461]    500    600    358    357    375    313    506    284    400    274
## [30471]    386    419    282    320    408    960    355    360    455    278
## [30481]    289    324    294    300    502    562    280    416    351    710
## [30491]    681    287    388    720    340    320    396    408    426    418
## [30501]    350    439    312    404    300    336   2094    330    296    521
## [30511]    403    419    285    416    343    389    475    499    287   1511
## [30521]    360   1652    315    313   1129    403    470    400    307    465
## [30531]    354    337    275    316    343    275    293    348    316   2204
## [30541]    277    478    324    300    384    346    334    363    327    384
## [30551]    420    330    300   2140   2424    780    345    300    600    290
## [30561]    636    335    370    298    301    567    335    605    370    422
## [30571]    301   3388    314    366    325    617    301    317    346    293
## [30581]    439    490    283    340    504    502    373    284    287    600
## [30591]    491    329    411    324    559    315    458    304    497    330
## [30601]    277    377    616    411    275    425    427    517    769    656
## [30611]    297    316    355   1680    363    295    310    624    650    462
## [30621]    416    733    367    312    411    350    280    633    311    295
## [30631]    412    330    374    314    588    275    418    504   1095    276
## [30641]    317    400    804    544    342    450    479    310    400    325
## [30651]    336    550    670    338    288    612    760    298    314    338
## [30661]    563   1310    461    300    526   1572    550    345   5040    295
## [30671]    418    446    282    312    419    334    297    406    419    300
## [30681]   1838    593    458    350    294    656    450    307    533    350
## [30691]    288    302    533    360    492   1125    384    421   1866    799
## [30701]    711    614    396    349    550    324    677    280   1995    362
## [30711]    511    387    979   2044    315    309    392   1248    533   1422
## [30721]    303    381    287    302    350    300    677    317    306    334
## [30731]    500    386    455    429    670    692   3485    656    373    825
## [30741]    800    471    311    300    313    349    274    480    530    279
## [30751]    279    412    334    360    358    375    336    300    312    367
## [30761]    285    390    447    380    323    544    586    844
# Now you can assign the outliers values into a vector
outliers<-boxplot(dfna$applicant_income_000s,plot=FALSE)$out
# Check the results
#print(outliers)
# First you need find in which rows the outliers are
dfna[which(dfna$applicant_income_000s %in% outliers),]
##                                                  property_type_name
## 1     One-to-four family dwelling (other than manufactured housing)
## 7     One-to-four family dwelling (other than manufactured housing)
## 9     One-to-four family dwelling (other than manufactured housing)
## 37    One-to-four family dwelling (other than manufactured housing)
## 51    One-to-four family dwelling (other than manufactured housing)
## 87    One-to-four family dwelling (other than manufactured housing)
## 112   One-to-four family dwelling (other than manufactured housing)
## 154   One-to-four family dwelling (other than manufactured housing)
## 171   One-to-four family dwelling (other than manufactured housing)
## 177   One-to-four family dwelling (other than manufactured housing)
## 224   One-to-four family dwelling (other than manufactured housing)
## 238   One-to-four family dwelling (other than manufactured housing)
## 248   One-to-four family dwelling (other than manufactured housing)
## 250   One-to-four family dwelling (other than manufactured housing)
## 315   One-to-four family dwelling (other than manufactured housing)
## 331   One-to-four family dwelling (other than manufactured housing)
## 332   One-to-four family dwelling (other than manufactured housing)
## 334   One-to-four family dwelling (other than manufactured housing)
## 336   One-to-four family dwelling (other than manufactured housing)
## 361   One-to-four family dwelling (other than manufactured housing)
## 399   One-to-four family dwelling (other than manufactured housing)
## 454   One-to-four family dwelling (other than manufactured housing)
## 458   One-to-four family dwelling (other than manufactured housing)
## 472   One-to-four family dwelling (other than manufactured housing)
## 482   One-to-four family dwelling (other than manufactured housing)
## 515   One-to-four family dwelling (other than manufactured housing)
## 544   One-to-four family dwelling (other than manufactured housing)
## 555   One-to-four family dwelling (other than manufactured housing)
## 628   One-to-four family dwelling (other than manufactured housing)
## 639   One-to-four family dwelling (other than manufactured housing)
## 652   One-to-four family dwelling (other than manufactured housing)
## 676   One-to-four family dwelling (other than manufactured housing)
## 687   One-to-four family dwelling (other than manufactured housing)
## 693   One-to-four family dwelling (other than manufactured housing)
## 697   One-to-four family dwelling (other than manufactured housing)
## 711   One-to-four family dwelling (other than manufactured housing)
## 712   One-to-four family dwelling (other than manufactured housing)
## 723   One-to-four family dwelling (other than manufactured housing)
## 728   One-to-four family dwelling (other than manufactured housing)
## 735   One-to-four family dwelling (other than manufactured housing)
## 766   One-to-four family dwelling (other than manufactured housing)
## 769   One-to-four family dwelling (other than manufactured housing)
## 790   One-to-four family dwelling (other than manufactured housing)
## 795   One-to-four family dwelling (other than manufactured housing)
## 807   One-to-four family dwelling (other than manufactured housing)
## 813   One-to-four family dwelling (other than manufactured housing)
## 826   One-to-four family dwelling (other than manufactured housing)
## 837   One-to-four family dwelling (other than manufactured housing)
## 850   One-to-four family dwelling (other than manufactured housing)
## 856   One-to-four family dwelling (other than manufactured housing)
## 886   One-to-four family dwelling (other than manufactured housing)
## 888   One-to-four family dwelling (other than manufactured housing)
## 916   One-to-four family dwelling (other than manufactured housing)
## 933   One-to-four family dwelling (other than manufactured housing)
## 952   One-to-four family dwelling (other than manufactured housing)
## 976   One-to-four family dwelling (other than manufactured housing)
## 988   One-to-four family dwelling (other than manufactured housing)
## 1000  One-to-four family dwelling (other than manufactured housing)
## 1004  One-to-four family dwelling (other than manufactured housing)
## 1006  One-to-four family dwelling (other than manufactured housing)
## 1024  One-to-four family dwelling (other than manufactured housing)
## 1051  One-to-four family dwelling (other than manufactured housing)
## 1059  One-to-four family dwelling (other than manufactured housing)
## 1084  One-to-four family dwelling (other than manufactured housing)
## 1120  One-to-four family dwelling (other than manufactured housing)
## 1126  One-to-four family dwelling (other than manufactured housing)
## 1131  One-to-four family dwelling (other than manufactured housing)
## 1133  One-to-four family dwelling (other than manufactured housing)
## 1168  One-to-four family dwelling (other than manufactured housing)
## 1186  One-to-four family dwelling (other than manufactured housing)
## 1192  One-to-four family dwelling (other than manufactured housing)
## 1204  One-to-four family dwelling (other than manufactured housing)
## 1214  One-to-four family dwelling (other than manufactured housing)
## 1294  One-to-four family dwelling (other than manufactured housing)
## 1306  One-to-four family dwelling (other than manufactured housing)
## 1307  One-to-four family dwelling (other than manufactured housing)
## 1311  One-to-four family dwelling (other than manufactured housing)
## 1327  One-to-four family dwelling (other than manufactured housing)
## 1353  One-to-four family dwelling (other than manufactured housing)
## 1365  One-to-four family dwelling (other than manufactured housing)
## 1372  One-to-four family dwelling (other than manufactured housing)
## 1390  One-to-four family dwelling (other than manufactured housing)
## 1395  One-to-four family dwelling (other than manufactured housing)
## 1461  One-to-four family dwelling (other than manufactured housing)
## 1486  One-to-four family dwelling (other than manufactured housing)
## 1491  One-to-four family dwelling (other than manufactured housing)
## 1498  One-to-four family dwelling (other than manufactured housing)
## 1510  One-to-four family dwelling (other than manufactured housing)
## 1533  One-to-four family dwelling (other than manufactured housing)
## 1578  One-to-four family dwelling (other than manufactured housing)
## 1588  One-to-four family dwelling (other than manufactured housing)
## 1594  One-to-four family dwelling (other than manufactured housing)
## 1612  One-to-four family dwelling (other than manufactured housing)
## 1623  One-to-four family dwelling (other than manufactured housing)
## 1636  One-to-four family dwelling (other than manufactured housing)
## 1647  One-to-four family dwelling (other than manufactured housing)
## 1660  One-to-four family dwelling (other than manufactured housing)
## 1679  One-to-four family dwelling (other than manufactured housing)
## 1702  One-to-four family dwelling (other than manufactured housing)
## 1725  One-to-four family dwelling (other than manufactured housing)
## 1731  One-to-four family dwelling (other than manufactured housing)
## 1737  One-to-four family dwelling (other than manufactured housing)
## 1756  One-to-four family dwelling (other than manufactured housing)
## 1761  One-to-four family dwelling (other than manufactured housing)
## 1767  One-to-four family dwelling (other than manufactured housing)
## 1774  One-to-four family dwelling (other than manufactured housing)
## 1798  One-to-four family dwelling (other than manufactured housing)
## 1803  One-to-four family dwelling (other than manufactured housing)
## 1822  One-to-four family dwelling (other than manufactured housing)
## 1827  One-to-four family dwelling (other than manufactured housing)
## 1839  One-to-four family dwelling (other than manufactured housing)
## 1892  One-to-four family dwelling (other than manufactured housing)
## 1898  One-to-four family dwelling (other than manufactured housing)
## 1906  One-to-four family dwelling (other than manufactured housing)
## 1910  One-to-four family dwelling (other than manufactured housing)
## 1916  One-to-four family dwelling (other than manufactured housing)
## 1924  One-to-four family dwelling (other than manufactured housing)
## 1936  One-to-four family dwelling (other than manufactured housing)
## 1953  One-to-four family dwelling (other than manufactured housing)
## 1954  One-to-four family dwelling (other than manufactured housing)
## 1969  One-to-four family dwelling (other than manufactured housing)
## 1978  One-to-four family dwelling (other than manufactured housing)
## 1983  One-to-four family dwelling (other than manufactured housing)
## 1995  One-to-four family dwelling (other than manufactured housing)
## 2036  One-to-four family dwelling (other than manufactured housing)
## 2050  One-to-four family dwelling (other than manufactured housing)
## 2055  One-to-four family dwelling (other than manufactured housing)
## 2110  One-to-four family dwelling (other than manufactured housing)
## 2164  One-to-four family dwelling (other than manufactured housing)
## 2187  One-to-four family dwelling (other than manufactured housing)
## 2194  One-to-four family dwelling (other than manufactured housing)
## 2218  One-to-four family dwelling (other than manufactured housing)
## 2260  One-to-four family dwelling (other than manufactured housing)
## 2283  One-to-four family dwelling (other than manufactured housing)
## 2290  One-to-four family dwelling (other than manufactured housing)
## 2318  One-to-four family dwelling (other than manufactured housing)
## 2332  One-to-four family dwelling (other than manufactured housing)
## 2335  One-to-four family dwelling (other than manufactured housing)
## 2343  One-to-four family dwelling (other than manufactured housing)
## 2349  One-to-four family dwelling (other than manufactured housing)
## 2355  One-to-four family dwelling (other than manufactured housing)
## 2356  One-to-four family dwelling (other than manufactured housing)
## 2380  One-to-four family dwelling (other than manufactured housing)
## 2386  One-to-four family dwelling (other than manufactured housing)
## 2410  One-to-four family dwelling (other than manufactured housing)
## 2440  One-to-four family dwelling (other than manufactured housing)
## 2451  One-to-four family dwelling (other than manufactured housing)
## 2487  One-to-four family dwelling (other than manufactured housing)
## 2491  One-to-four family dwelling (other than manufactured housing)
## 2505  One-to-four family dwelling (other than manufactured housing)
## 2516  One-to-four family dwelling (other than manufactured housing)
## 2523  One-to-four family dwelling (other than manufactured housing)
## 2541  One-to-four family dwelling (other than manufactured housing)
## 2542  One-to-four family dwelling (other than manufactured housing)
## 2547  One-to-four family dwelling (other than manufactured housing)
## 2554  One-to-four family dwelling (other than manufactured housing)
## 2566  One-to-four family dwelling (other than manufactured housing)
## 2590  One-to-four family dwelling (other than manufactured housing)
## 2625  One-to-four family dwelling (other than manufactured housing)
## 2626  One-to-four family dwelling (other than manufactured housing)
## 2643  One-to-four family dwelling (other than manufactured housing)
## 2656  One-to-four family dwelling (other than manufactured housing)
## 2665  One-to-four family dwelling (other than manufactured housing)
## 2704  One-to-four family dwelling (other than manufactured housing)
## 2746  One-to-four family dwelling (other than manufactured housing)
## 2747  One-to-four family dwelling (other than manufactured housing)
## 2774  One-to-four family dwelling (other than manufactured housing)
## 2776  One-to-four family dwelling (other than manufactured housing)
## 2782  One-to-four family dwelling (other than manufactured housing)
## 2806  One-to-four family dwelling (other than manufactured housing)
## 2818  One-to-four family dwelling (other than manufactured housing)
## 2836  One-to-four family dwelling (other than manufactured housing)
## 2860  One-to-four family dwelling (other than manufactured housing)
## 2872  One-to-four family dwelling (other than manufactured housing)
## 2884  One-to-four family dwelling (other than manufactured housing)
## 2890  One-to-four family dwelling (other than manufactured housing)
## 2900  One-to-four family dwelling (other than manufactured housing)
## 2902  One-to-four family dwelling (other than manufactured housing)
## 2949  One-to-four family dwelling (other than manufactured housing)
## 2951  One-to-four family dwelling (other than manufactured housing)
## 2956  One-to-four family dwelling (other than manufactured housing)
## 2974  One-to-four family dwelling (other than manufactured housing)
## 3016  One-to-four family dwelling (other than manufactured housing)
## 3053  One-to-four family dwelling (other than manufactured housing)
## 3076  One-to-four family dwelling (other than manufactured housing)
## 3094  One-to-four family dwelling (other than manufactured housing)
## 3123  One-to-four family dwelling (other than manufactured housing)
## 3166  One-to-four family dwelling (other than manufactured housing)
## 3213  One-to-four family dwelling (other than manufactured housing)
## 3232  One-to-four family dwelling (other than manufactured housing)
## 3247  One-to-four family dwelling (other than manufactured housing)
## 3267  One-to-four family dwelling (other than manufactured housing)
## 3274  One-to-four family dwelling (other than manufactured housing)
## 3280  One-to-four family dwelling (other than manufactured housing)
## 3286  One-to-four family dwelling (other than manufactured housing)
## 3292  One-to-four family dwelling (other than manufactured housing)
## 3334  One-to-four family dwelling (other than manufactured housing)
## 3339  One-to-four family dwelling (other than manufactured housing)
## 3380  One-to-four family dwelling (other than manufactured housing)
## 3381  One-to-four family dwelling (other than manufactured housing)
## 3387  One-to-four family dwelling (other than manufactured housing)
## 3429  One-to-four family dwelling (other than manufactured housing)
## 3453  One-to-four family dwelling (other than manufactured housing)
## 3466  One-to-four family dwelling (other than manufactured housing)
## 3470  One-to-four family dwelling (other than manufactured housing)
## 3495  One-to-four family dwelling (other than manufactured housing)
## 3520  One-to-four family dwelling (other than manufactured housing)
## 3542  One-to-four family dwelling (other than manufactured housing)
## 3544  One-to-four family dwelling (other than manufactured housing)
## 3575  One-to-four family dwelling (other than manufactured housing)
## 3580  One-to-four family dwelling (other than manufactured housing)
## 3586  One-to-four family dwelling (other than manufactured housing)
## 3591  One-to-four family dwelling (other than manufactured housing)
## 3592  One-to-four family dwelling (other than manufactured housing)
## 3615  One-to-four family dwelling (other than manufactured housing)
## 3630  One-to-four family dwelling (other than manufactured housing)
## 3660  One-to-four family dwelling (other than manufactured housing)
## 3664  One-to-four family dwelling (other than manufactured housing)
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## 3736  One-to-four family dwelling (other than manufactured housing)
## 3743  One-to-four family dwelling (other than manufactured housing)
## 3749  One-to-four family dwelling (other than manufactured housing)
## 3768  One-to-four family dwelling (other than manufactured housing)
## 3775  One-to-four family dwelling (other than manufactured housing)
## 3790  One-to-four family dwelling (other than manufactured housing)
## 3796  One-to-four family dwelling (other than manufactured housing)
## 3797  One-to-four family dwelling (other than manufactured housing)
## 3837  One-to-four family dwelling (other than manufactured housing)
## 3862  One-to-four family dwelling (other than manufactured housing)
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## 3899  One-to-four family dwelling (other than manufactured housing)
## 3904  One-to-four family dwelling (other than manufactured housing)
## 3921  One-to-four family dwelling (other than manufactured housing)
## 3922  One-to-four family dwelling (other than manufactured housing)
## 3934  One-to-four family dwelling (other than manufactured housing)
## 3975  One-to-four family dwelling (other than manufactured housing)
## 3982  One-to-four family dwelling (other than manufactured housing)
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## 4054  One-to-four family dwelling (other than manufactured housing)
## 4072  One-to-four family dwelling (other than manufactured housing)
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## 4178  One-to-four family dwelling (other than manufactured housing)
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## 4241  One-to-four family dwelling (other than manufactured housing)
## 4251  One-to-four family dwelling (other than manufactured housing)
## 4253  One-to-four family dwelling (other than manufactured housing)
## 4259  One-to-four family dwelling (other than manufactured housing)
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## 4283  One-to-four family dwelling (other than manufactured housing)
## 4293  One-to-four family dwelling (other than manufactured housing)
## 4295  One-to-four family dwelling (other than manufactured housing)
## 4299  One-to-four family dwelling (other than manufactured housing)
## 4301  One-to-four family dwelling (other than manufactured housing)
## 4305  One-to-four family dwelling (other than manufactured housing)
## 4306  One-to-four family dwelling (other than manufactured housing)
## 4310  One-to-four family dwelling (other than manufactured housing)
## 4319  One-to-four family dwelling (other than manufactured housing)
## 4325  One-to-four family dwelling (other than manufactured housing)
## 4330  One-to-four family dwelling (other than manufactured housing)
## 4331  One-to-four family dwelling (other than manufactured housing)
## 4341  One-to-four family dwelling (other than manufactured housing)
## 4345  One-to-four family dwelling (other than manufactured housing)
## 4349  One-to-four family dwelling (other than manufactured housing)
## 4358  One-to-four family dwelling (other than manufactured housing)
## 4367  One-to-four family dwelling (other than manufactured housing)
## 4371  One-to-four family dwelling (other than manufactured housing)
## 4375  One-to-four family dwelling (other than manufactured housing)
## 4378  One-to-four family dwelling (other than manufactured housing)
## 4388  One-to-four family dwelling (other than manufactured housing)
## 4402  One-to-four family dwelling (other than manufactured housing)
## 4408  One-to-four family dwelling (other than manufactured housing)
## 4415  One-to-four family dwelling (other than manufactured housing)
## 4433  One-to-four family dwelling (other than manufactured housing)
## 4438  One-to-four family dwelling (other than manufactured housing)
## 4449  One-to-four family dwelling (other than manufactured housing)
## 4459  One-to-four family dwelling (other than manufactured housing)
## 4474  One-to-four family dwelling (other than manufactured housing)
## 4527  One-to-four family dwelling (other than manufactured housing)
## 4528  One-to-four family dwelling (other than manufactured housing)
## 4534  One-to-four family dwelling (other than manufactured housing)
## 4546  One-to-four family dwelling (other than manufactured housing)
## 4558  One-to-four family dwelling (other than manufactured housing)
## 4560  One-to-four family dwelling (other than manufactured housing)
## 4582  One-to-four family dwelling (other than manufactured housing)
## 4597  One-to-four family dwelling (other than manufactured housing)
## 4606  One-to-four family dwelling (other than manufactured housing)
## 4621  One-to-four family dwelling (other than manufactured housing)
## 4627  One-to-four family dwelling (other than manufactured housing)
## 4650  One-to-four family dwelling (other than manufactured housing)
## 4662  One-to-four family dwelling (other than manufactured housing)
## 4672  One-to-four family dwelling (other than manufactured housing)
## 4701  One-to-four family dwelling (other than manufactured housing)
## 4737  One-to-four family dwelling (other than manufactured housing)
## 4743  One-to-four family dwelling (other than manufactured housing)
## 4756  One-to-four family dwelling (other than manufactured housing)
## 4762  One-to-four family dwelling (other than manufactured housing)
## 4771  One-to-four family dwelling (other than manufactured housing)
## 4776  One-to-four family dwelling (other than manufactured housing)
## 4785  One-to-four family dwelling (other than manufactured housing)
## 4791  One-to-four family dwelling (other than manufactured housing)
## 4792  One-to-four family dwelling (other than manufactured housing)
## 4811  One-to-four family dwelling (other than manufactured housing)
## 4817  One-to-four family dwelling (other than manufactured housing)
## 4823  One-to-four family dwelling (other than manufactured housing)
## 4848  One-to-four family dwelling (other than manufactured housing)
## 4849  One-to-four family dwelling (other than manufactured housing)
## 4852  One-to-four family dwelling (other than manufactured housing)
## 4859  One-to-four family dwelling (other than manufactured housing)
## 4866  One-to-four family dwelling (other than manufactured housing)
## 4869  One-to-four family dwelling (other than manufactured housing)
## 4870  One-to-four family dwelling (other than manufactured housing)
## 4881  One-to-four family dwelling (other than manufactured housing)
## 4899  One-to-four family dwelling (other than manufactured housing)
## 4912  One-to-four family dwelling (other than manufactured housing)
## 4918  One-to-four family dwelling (other than manufactured housing)
## 4934  One-to-four family dwelling (other than manufactured housing)
## 4942  One-to-four family dwelling (other than manufactured housing)
## 4944  One-to-four family dwelling (other than manufactured housing)
## 4945  One-to-four family dwelling (other than manufactured housing)
## 4946  One-to-four family dwelling (other than manufactured housing)
## 4947  One-to-four family dwelling (other than manufactured housing)
## 4954  One-to-four family dwelling (other than manufactured housing)
## 4963  One-to-four family dwelling (other than manufactured housing)
## 4976  One-to-four family dwelling (other than manufactured housing)
## 4978  One-to-four family dwelling (other than manufactured housing)
## 4980  One-to-four family dwelling (other than manufactured housing)
## 4987  One-to-four family dwelling (other than manufactured housing)
## 5008  One-to-four family dwelling (other than manufactured housing)
## 5029  One-to-four family dwelling (other than manufactured housing)
## 5035  One-to-four family dwelling (other than manufactured housing)
## 5042  One-to-four family dwelling (other than manufactured housing)
## 5071  One-to-four family dwelling (other than manufactured housing)
## 5073  One-to-four family dwelling (other than manufactured housing)
## 5080  One-to-four family dwelling (other than manufactured housing)
## 5105  One-to-four family dwelling (other than manufactured housing)
## 5110  One-to-four family dwelling (other than manufactured housing)
## 5127  One-to-four family dwelling (other than manufactured housing)
## 5133  One-to-four family dwelling (other than manufactured housing)
## 5146  One-to-four family dwelling (other than manufactured housing)
## 5158  One-to-four family dwelling (other than manufactured housing)
## 5200  One-to-four family dwelling (other than manufactured housing)
## 5202  One-to-four family dwelling (other than manufactured housing)
## 5218  One-to-four family dwelling (other than manufactured housing)
## 5229  One-to-four family dwelling (other than manufactured housing)
## 5253  One-to-four family dwelling (other than manufactured housing)
## 5260  One-to-four family dwelling (other than manufactured housing)
## 5272  One-to-four family dwelling (other than manufactured housing)
## 5280  One-to-four family dwelling (other than manufactured housing)
## 5302  One-to-four family dwelling (other than manufactured housing)
## 5331  One-to-four family dwelling (other than manufactured housing)
## 5335  One-to-four family dwelling (other than manufactured housing)
## 5374  One-to-four family dwelling (other than manufactured housing)
## 5398  One-to-four family dwelling (other than manufactured housing)
## 5403  One-to-four family dwelling (other than manufactured housing)
## 5434  One-to-four family dwelling (other than manufactured housing)
## 5439  One-to-four family dwelling (other than manufactured housing)
## 5443  One-to-four family dwelling (other than manufactured housing)
## 5445  One-to-four family dwelling (other than manufactured housing)
## 5451  One-to-four family dwelling (other than manufactured housing)
## 5458  One-to-four family dwelling (other than manufactured housing)
## 5463  One-to-four family dwelling (other than manufactured housing)
## 5481  One-to-four family dwelling (other than manufactured housing)
## 5500  One-to-four family dwelling (other than manufactured housing)
## 5524  One-to-four family dwelling (other than manufactured housing)
## 5529  One-to-four family dwelling (other than manufactured housing)
## 5541  One-to-four family dwelling (other than manufactured housing)
## 5548  One-to-four family dwelling (other than manufactured housing)
## 5551  One-to-four family dwelling (other than manufactured housing)
## 5560  One-to-four family dwelling (other than manufactured housing)
## 5575  One-to-four family dwelling (other than manufactured housing)
## 5578  One-to-four family dwelling (other than manufactured housing)
## 5581  One-to-four family dwelling (other than manufactured housing)
## 5587  One-to-four family dwelling (other than manufactured housing)
## 5606  One-to-four family dwelling (other than manufactured housing)
## 5620  One-to-four family dwelling (other than manufactured housing)
## 5631  One-to-four family dwelling (other than manufactured housing)
## 5633  One-to-four family dwelling (other than manufactured housing)
## 5637  One-to-four family dwelling (other than manufactured housing)
## 5644  One-to-four family dwelling (other than manufactured housing)
## 5645  One-to-four family dwelling (other than manufactured housing)
## 5659  One-to-four family dwelling (other than manufactured housing)
## 5665  One-to-four family dwelling (other than manufactured housing)
## 5667  One-to-four family dwelling (other than manufactured housing)
## 5673  One-to-four family dwelling (other than manufactured housing)
## 5691  One-to-four family dwelling (other than manufactured housing)
## 5692  One-to-four family dwelling (other than manufactured housing)
## 5697  One-to-four family dwelling (other than manufactured housing)
## 5700  One-to-four family dwelling (other than manufactured housing)
## 5710  One-to-four family dwelling (other than manufactured housing)
## 5711  One-to-four family dwelling (other than manufactured housing)
## 5722  One-to-four family dwelling (other than manufactured housing)
## 5727  One-to-four family dwelling (other than manufactured housing)
## 5733  One-to-four family dwelling (other than manufactured housing)
## 5745  One-to-four family dwelling (other than manufactured housing)
## 5747  One-to-four family dwelling (other than manufactured housing)
## 5769  One-to-four family dwelling (other than manufactured housing)
## 5775  One-to-four family dwelling (other than manufactured housing)
## 5786  One-to-four family dwelling (other than manufactured housing)
## 5795  One-to-four family dwelling (other than manufactured housing)
## 5807  One-to-four family dwelling (other than manufactured housing)
## 5810  One-to-four family dwelling (other than manufactured housing)
## 5821  One-to-four family dwelling (other than manufactured housing)
## 5824  One-to-four family dwelling (other than manufactured housing)
## 5860  One-to-four family dwelling (other than manufactured housing)
## 5878  One-to-four family dwelling (other than manufactured housing)
## 5956  One-to-four family dwelling (other than manufactured housing)
## 5974  One-to-four family dwelling (other than manufactured housing)
## 5980  One-to-four family dwelling (other than manufactured housing)
## 5986  One-to-four family dwelling (other than manufactured housing)
## 5988  One-to-four family dwelling (other than manufactured housing)
## 5991  One-to-four family dwelling (other than manufactured housing)
## 6004  One-to-four family dwelling (other than manufactured housing)
## 6030  One-to-four family dwelling (other than manufactured housing)
## 6042  One-to-four family dwelling (other than manufactured housing)
## 6051  One-to-four family dwelling (other than manufactured housing)
## 6058  One-to-four family dwelling (other than manufactured housing)
## 6070  One-to-four family dwelling (other than manufactured housing)
## 6075  One-to-four family dwelling (other than manufactured housing)
## 6083  One-to-four family dwelling (other than manufactured housing)
## 6087  One-to-four family dwelling (other than manufactured housing)
## 6088  One-to-four family dwelling (other than manufactured housing)
## 6093  One-to-four family dwelling (other than manufactured housing)
## 6095  One-to-four family dwelling (other than manufactured housing)
## 6110  One-to-four family dwelling (other than manufactured housing)
## 6142  One-to-four family dwelling (other than manufactured housing)
## 6178  One-to-four family dwelling (other than manufactured housing)
## 6184  One-to-four family dwelling (other than manufactured housing)
## 6187  One-to-four family dwelling (other than manufactured housing)
## 6202  One-to-four family dwelling (other than manufactured housing)
## 6207  One-to-four family dwelling (other than manufactured housing)
## 6211  One-to-four family dwelling (other than manufactured housing)
## 6226  One-to-four family dwelling (other than manufactured housing)
## 6237  One-to-four family dwelling (other than manufactured housing)
## 6244  One-to-four family dwelling (other than manufactured housing)
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## 48788 One-to-four family dwelling (other than manufactured housing)
## 48793 One-to-four family dwelling (other than manufactured housing)
## 48799 One-to-four family dwelling (other than manufactured housing)
## 48811 One-to-four family dwelling (other than manufactured housing)
## 48814 One-to-four family dwelling (other than manufactured housing)
## 48834 One-to-four family dwelling (other than manufactured housing)
## 48844 One-to-four family dwelling (other than manufactured housing)
## 48988 One-to-four family dwelling (other than manufactured housing)
## 49015 One-to-four family dwelling (other than manufactured housing)
## 49045 One-to-four family dwelling (other than manufactured housing)
## 49054 One-to-four family dwelling (other than manufactured housing)
## 49055 One-to-four family dwelling (other than manufactured housing)
## 49069 One-to-four family dwelling (other than manufactured housing)
## 49091 One-to-four family dwelling (other than manufactured housing)
## 49146 One-to-four family dwelling (other than manufactured housing)
## 49161 One-to-four family dwelling (other than manufactured housing)
## 49165 One-to-four family dwelling (other than manufactured housing)
## 49177 One-to-four family dwelling (other than manufactured housing)
## 49222 One-to-four family dwelling (other than manufactured housing)
## 49229 One-to-four family dwelling (other than manufactured housing)
## 49235 One-to-four family dwelling (other than manufactured housing)
## 49243 One-to-four family dwelling (other than manufactured housing)
## 49253 One-to-four family dwelling (other than manufactured housing)
## 49297 One-to-four family dwelling (other than manufactured housing)
## 49389 One-to-four family dwelling (other than manufactured housing)
## 49398 One-to-four family dwelling (other than manufactured housing)
## 49416 One-to-four family dwelling (other than manufactured housing)
## 49419 One-to-four family dwelling (other than manufactured housing)
## 49425 One-to-four family dwelling (other than manufactured housing)
## 49431 One-to-four family dwelling (other than manufactured housing)
## 49452 One-to-four family dwelling (other than manufactured housing)
## 49469 One-to-four family dwelling (other than manufactured housing)
## 49498 One-to-four family dwelling (other than manufactured housing)
## 49559 One-to-four family dwelling (other than manufactured housing)
## 49576 One-to-four family dwelling (other than manufactured housing)
## 49589 One-to-four family dwelling (other than manufactured housing)
## 49594 One-to-four family dwelling (other than manufactured housing)
## 49602 One-to-four family dwelling (other than manufactured housing)
## 49685 One-to-four family dwelling (other than manufactured housing)
## 49705 One-to-four family dwelling (other than manufactured housing)
## 49717 One-to-four family dwelling (other than manufactured housing)
## 49749 One-to-four family dwelling (other than manufactured housing)
## 49763 One-to-four family dwelling (other than manufactured housing)
## 49769 One-to-four family dwelling (other than manufactured housing)
## 49771 One-to-four family dwelling (other than manufactured housing)
## 49779 One-to-four family dwelling (other than manufactured housing)
## 49785 One-to-four family dwelling (other than manufactured housing)
## 49877 One-to-four family dwelling (other than manufactured housing)
## 49923 One-to-four family dwelling (other than manufactured housing)
## 49924 One-to-four family dwelling (other than manufactured housing)
## 49926 One-to-four family dwelling (other than manufactured housing)
## 50012 One-to-four family dwelling (other than manufactured housing)
## 50047 One-to-four family dwelling (other than manufactured housing)
## 50055 One-to-four family dwelling (other than manufactured housing)
## 50060 One-to-four family dwelling (other than manufactured housing)
## 50062 One-to-four family dwelling (other than manufactured housing)
## 50079 One-to-four family dwelling (other than manufactured housing)
## 50092 One-to-four family dwelling (other than manufactured housing)
## 50098 One-to-four family dwelling (other than manufactured housing)
## 50105 One-to-four family dwelling (other than manufactured housing)
## 50124 One-to-four family dwelling (other than manufactured housing)
## 50130 One-to-four family dwelling (other than manufactured housing)
## 50142 One-to-four family dwelling (other than manufactured housing)
## 50145 One-to-four family dwelling (other than manufactured housing)
## 50148 One-to-four family dwelling (other than manufactured housing)
## 50158 One-to-four family dwelling (other than manufactured housing)
## 50160 One-to-four family dwelling (other than manufactured housing)
## 50166 One-to-four family dwelling (other than manufactured housing)
## 50172 One-to-four family dwelling (other than manufactured housing)
## 50200 One-to-four family dwelling (other than manufactured housing)
## 50220 One-to-four family dwelling (other than manufactured housing)
## 50224 One-to-four family dwelling (other than manufactured housing)
## 50227 One-to-four family dwelling (other than manufactured housing)
## 50302 One-to-four family dwelling (other than manufactured housing)
## 50340 One-to-four family dwelling (other than manufactured housing)
## 50352 One-to-four family dwelling (other than manufactured housing)
## 50358 One-to-four family dwelling (other than manufactured housing)
## 50364 One-to-four family dwelling (other than manufactured housing)
## 50371 One-to-four family dwelling (other than manufactured housing)
## 50376 One-to-four family dwelling (other than manufactured housing)
## 50377 One-to-four family dwelling (other than manufactured housing)
## 50382 One-to-four family dwelling (other than manufactured housing)
## 50385 One-to-four family dwelling (other than manufactured housing)
## 50394 One-to-four family dwelling (other than manufactured housing)
## 50400 One-to-four family dwelling (other than manufactured housing)
## 50412 One-to-four family dwelling (other than manufactured housing)
## 50424 One-to-four family dwelling (other than manufactured housing)
## 50443 One-to-four family dwelling (other than manufactured housing)
## 50454 One-to-four family dwelling (other than manufactured housing)
## 50469 One-to-four family dwelling (other than manufactured housing)
## 50472 One-to-four family dwelling (other than manufactured housing)
## 50481 One-to-four family dwelling (other than manufactured housing)
## 50484 One-to-four family dwelling (other than manufactured housing)
## 50490 One-to-four family dwelling (other than manufactured housing)
## 50495 One-to-four family dwelling (other than manufactured housing)
## 50502 One-to-four family dwelling (other than manufactured housing)
## 50526 One-to-four family dwelling (other than manufactured housing)
## 50538 One-to-four family dwelling (other than manufactured housing)
## 50556 One-to-four family dwelling (other than manufactured housing)
## 50573 One-to-four family dwelling (other than manufactured housing)
## 50574 One-to-four family dwelling (other than manufactured housing)
## 50580 One-to-four family dwelling (other than manufactured housing)
## 50586 One-to-four family dwelling (other than manufactured housing)
## 50598 One-to-four family dwelling (other than manufactured housing)
## 50604 One-to-four family dwelling (other than manufactured housing)
## 50610 One-to-four family dwelling (other than manufactured housing)
## 50622 One-to-four family dwelling (other than manufactured housing)
## 50633 One-to-four family dwelling (other than manufactured housing)
## 50634 One-to-four family dwelling (other than manufactured housing)
## 50646 One-to-four family dwelling (other than manufactured housing)
## 50658 One-to-four family dwelling (other than manufactured housing)
## 50659 One-to-four family dwelling (other than manufactured housing)
## 50668 One-to-four family dwelling (other than manufactured housing)
## 50682 One-to-four family dwelling (other than manufactured housing)
## 50736 One-to-four family dwelling (other than manufactured housing)
## 50743 One-to-four family dwelling (other than manufactured housing)
## 50748 One-to-four family dwelling (other than manufactured housing)
## 50760 One-to-four family dwelling (other than manufactured housing)
## 50772 One-to-four family dwelling (other than manufactured housing)
## 50808 One-to-four family dwelling (other than manufactured housing)
## 50815 One-to-four family dwelling (other than manufactured housing)
## 50862 One-to-four family dwelling (other than manufactured housing)
##       loan_purpose_name                       owner_occupancy_name
## 1         Home purchase     Owner-occupied as a principal dwelling
## 7         Home purchase     Owner-occupied as a principal dwelling
## 9         Home purchase     Owner-occupied as a principal dwelling
## 37     Home improvement     Owner-occupied as a principal dwelling
## 51          Refinancing     Owner-occupied as a principal dwelling
## 87        Home purchase     Owner-occupied as a principal dwelling
## 112    Home improvement     Owner-occupied as a principal dwelling
## 154       Home purchase Not owner-occupied as a principal dwelling
## 171       Home purchase Not owner-occupied as a principal dwelling
## 177         Refinancing     Owner-occupied as a principal dwelling
## 224       Home purchase Not owner-occupied as a principal dwelling
## 238         Refinancing Not owner-occupied as a principal dwelling
## 248       Home purchase     Owner-occupied as a principal dwelling
## 250       Home purchase     Owner-occupied as a principal dwelling
## 315       Home purchase     Owner-occupied as a principal dwelling
## 331       Home purchase     Owner-occupied as a principal dwelling
## 332         Refinancing     Owner-occupied as a principal dwelling
## 334       Home purchase     Owner-occupied as a principal dwelling
## 336       Home purchase     Owner-occupied as a principal dwelling
## 361       Home purchase     Owner-occupied as a principal dwelling
## 399         Refinancing Not owner-occupied as a principal dwelling
## 454       Home purchase     Owner-occupied as a principal dwelling
## 458       Home purchase     Owner-occupied as a principal dwelling
## 472         Refinancing     Owner-occupied as a principal dwelling
## 482       Home purchase     Owner-occupied as a principal dwelling
## 515       Home purchase     Owner-occupied as a principal dwelling
## 544       Home purchase Not owner-occupied as a principal dwelling
## 555       Home purchase Not owner-occupied as a principal dwelling
## 628         Refinancing     Owner-occupied as a principal dwelling
## 639       Home purchase     Owner-occupied as a principal dwelling
## 652       Home purchase     Owner-occupied as a principal dwelling
## 676       Home purchase     Owner-occupied as a principal dwelling
## 687       Home purchase     Owner-occupied as a principal dwelling
## 693       Home purchase     Owner-occupied as a principal dwelling
## 697         Refinancing Not owner-occupied as a principal dwelling
## 711       Home purchase     Owner-occupied as a principal dwelling
## 712       Home purchase     Owner-occupied as a principal dwelling
## 723         Refinancing     Owner-occupied as a principal dwelling
## 728         Refinancing Not owner-occupied as a principal dwelling
## 735       Home purchase     Owner-occupied as a principal dwelling
## 766         Refinancing Not owner-occupied as a principal dwelling
## 769       Home purchase Not owner-occupied as a principal dwelling
## 790       Home purchase Not owner-occupied as a principal dwelling
## 795       Home purchase     Owner-occupied as a principal dwelling
## 807       Home purchase     Owner-occupied as a principal dwelling
## 813       Home purchase     Owner-occupied as a principal dwelling
## 826         Refinancing     Owner-occupied as a principal dwelling
## 837       Home purchase     Owner-occupied as a principal dwelling
## 850       Home purchase     Owner-occupied as a principal dwelling
## 856       Home purchase Not owner-occupied as a principal dwelling
## 886         Refinancing     Owner-occupied as a principal dwelling
## 888         Refinancing     Owner-occupied as a principal dwelling
## 916       Home purchase     Owner-occupied as a principal dwelling
## 933       Home purchase     Owner-occupied as a principal dwelling
## 952       Home purchase     Owner-occupied as a principal dwelling
## 976         Refinancing     Owner-occupied as a principal dwelling
## 988       Home purchase     Owner-occupied as a principal dwelling
## 1000      Home purchase     Owner-occupied as a principal dwelling
## 1004        Refinancing     Owner-occupied as a principal dwelling
## 1006        Refinancing     Owner-occupied as a principal dwelling
## 1024      Home purchase Not owner-occupied as a principal dwelling
## 1051   Home improvement Not owner-occupied as a principal dwelling
## 1059      Home purchase Not owner-occupied as a principal dwelling
## 1084      Home purchase     Owner-occupied as a principal dwelling
## 1120      Home purchase     Owner-occupied as a principal dwelling
## 1126        Refinancing     Owner-occupied as a principal dwelling
## 1131   Home improvement     Owner-occupied as a principal dwelling
## 1133        Refinancing     Owner-occupied as a principal dwelling
## 1168      Home purchase     Owner-occupied as a principal dwelling
## 1186      Home purchase     Owner-occupied as a principal dwelling
## 1192        Refinancing     Owner-occupied as a principal dwelling
## 1204        Refinancing     Owner-occupied as a principal dwelling
## 1214      Home purchase Not owner-occupied as a principal dwelling
## 1294      Home purchase     Owner-occupied as a principal dwelling
## 1306        Refinancing     Owner-occupied as a principal dwelling
## 1307      Home purchase Not owner-occupied as a principal dwelling
## 1311      Home purchase     Owner-occupied as a principal dwelling
## 1327        Refinancing     Owner-occupied as a principal dwelling
## 1353      Home purchase     Owner-occupied as a principal dwelling
## 1365      Home purchase     Owner-occupied as a principal dwelling
## 1372   Home improvement Not owner-occupied as a principal dwelling
## 1390      Home purchase     Owner-occupied as a principal dwelling
## 1395      Home purchase     Owner-occupied as a principal dwelling
## 1461        Refinancing     Owner-occupied as a principal dwelling
## 1486      Home purchase Not owner-occupied as a principal dwelling
## 1491      Home purchase     Owner-occupied as a principal dwelling
## 1498        Refinancing Not owner-occupied as a principal dwelling
## 1510      Home purchase     Owner-occupied as a principal dwelling
## 1533        Refinancing     Owner-occupied as a principal dwelling
## 1578      Home purchase     Owner-occupied as a principal dwelling
## 1588      Home purchase     Owner-occupied as a principal dwelling
## 1594      Home purchase     Owner-occupied as a principal dwelling
## 1612      Home purchase     Owner-occupied as a principal dwelling
## 1623        Refinancing     Owner-occupied as a principal dwelling
## 1636      Home purchase     Owner-occupied as a principal dwelling
## 1647      Home purchase     Owner-occupied as a principal dwelling
## 1660      Home purchase     Owner-occupied as a principal dwelling
## 1679   Home improvement     Owner-occupied as a principal dwelling
## 1702      Home purchase     Owner-occupied as a principal dwelling
## 1725      Home purchase     Owner-occupied as a principal dwelling
## 1731      Home purchase     Owner-occupied as a principal dwelling
## 1737      Home purchase     Owner-occupied as a principal dwelling
## 1756      Home purchase Not owner-occupied as a principal dwelling
## 1761      Home purchase     Owner-occupied as a principal dwelling
## 1767      Home purchase     Owner-occupied as a principal dwelling
## 1774      Home purchase     Owner-occupied as a principal dwelling
## 1798      Home purchase     Owner-occupied as a principal dwelling
## 1803      Home purchase     Owner-occupied as a principal dwelling
## 1822   Home improvement     Owner-occupied as a principal dwelling
## 1827        Refinancing Not owner-occupied as a principal dwelling
## 1839      Home purchase Not owner-occupied as a principal dwelling
## 1892      Home purchase Not owner-occupied as a principal dwelling
## 1898      Home purchase Not owner-occupied as a principal dwelling
## 1906        Refinancing     Owner-occupied as a principal dwelling
## 1910      Home purchase     Owner-occupied as a principal dwelling
## 1916        Refinancing Not owner-occupied as a principal dwelling
## 1924      Home purchase     Owner-occupied as a principal dwelling
## 1936      Home purchase     Owner-occupied as a principal dwelling
## 1953        Refinancing Not owner-occupied as a principal dwelling
## 1954      Home purchase     Owner-occupied as a principal dwelling
## 1969      Home purchase     Owner-occupied as a principal dwelling
## 1978        Refinancing     Owner-occupied as a principal dwelling
## 1983      Home purchase     Owner-occupied as a principal dwelling
## 1995      Home purchase     Owner-occupied as a principal dwelling
## 2036   Home improvement     Owner-occupied as a principal dwelling
## 2050      Home purchase     Owner-occupied as a principal dwelling
## 2055        Refinancing Not owner-occupied as a principal dwelling
## 2110      Home purchase Not owner-occupied as a principal dwelling
## 2164      Home purchase     Owner-occupied as a principal dwelling
## 2187        Refinancing     Owner-occupied as a principal dwelling
## 2194      Home purchase Not owner-occupied as a principal dwelling
## 2218      Home purchase     Owner-occupied as a principal dwelling
## 2260      Home purchase Not owner-occupied as a principal dwelling
## 2283        Refinancing     Owner-occupied as a principal dwelling
## 2290   Home improvement Not owner-occupied as a principal dwelling
## 2318      Home purchase Not owner-occupied as a principal dwelling
## 2332        Refinancing     Owner-occupied as a principal dwelling
## 2335   Home improvement     Owner-occupied as a principal dwelling
## 2343      Home purchase Not owner-occupied as a principal dwelling
## 2349        Refinancing Not owner-occupied as a principal dwelling
## 2355      Home purchase Not owner-occupied as a principal dwelling
## 2356      Home purchase Not owner-occupied as a principal dwelling
## 2380      Home purchase     Owner-occupied as a principal dwelling
## 2386      Home purchase Not owner-occupied as a principal dwelling
## 2410   Home improvement     Owner-occupied as a principal dwelling
## 2440        Refinancing     Owner-occupied as a principal dwelling
## 2451        Refinancing     Owner-occupied as a principal dwelling
## 2487   Home improvement     Owner-occupied as a principal dwelling
## 2491      Home purchase     Owner-occupied as a principal dwelling
## 2505   Home improvement Not owner-occupied as a principal dwelling
## 2516   Home improvement     Owner-occupied as a principal dwelling
## 2523      Home purchase     Owner-occupied as a principal dwelling
## 2541      Home purchase     Owner-occupied as a principal dwelling
## 2542      Home purchase     Owner-occupied as a principal dwelling
## 2547      Home purchase     Owner-occupied as a principal dwelling
## 2554        Refinancing     Owner-occupied as a principal dwelling
## 2566        Refinancing     Owner-occupied as a principal dwelling
## 2590      Home purchase     Owner-occupied as a principal dwelling
## 2625      Home purchase Not owner-occupied as a principal dwelling
## 2626      Home purchase     Owner-occupied as a principal dwelling
## 2643      Home purchase Not owner-occupied as a principal dwelling
## 2656      Home purchase     Owner-occupied as a principal dwelling
## 2665      Home purchase     Owner-occupied as a principal dwelling
## 2704      Home purchase     Owner-occupied as a principal dwelling
## 2746      Home purchase     Owner-occupied as a principal dwelling
## 2747   Home improvement Not owner-occupied as a principal dwelling
## 2774      Home purchase Not owner-occupied as a principal dwelling
## 2776      Home purchase     Owner-occupied as a principal dwelling
## 2782      Home purchase     Owner-occupied as a principal dwelling
## 2806        Refinancing Not owner-occupied as a principal dwelling
## 2818      Home purchase     Owner-occupied as a principal dwelling
## 2836      Home purchase     Owner-occupied as a principal dwelling
## 2860      Home purchase     Owner-occupied as a principal dwelling
## 2872      Home purchase     Owner-occupied as a principal dwelling
## 2884      Home purchase     Owner-occupied as a principal dwelling
## 2890      Home purchase     Owner-occupied as a principal dwelling
## 2900      Home purchase Not owner-occupied as a principal dwelling
## 2902      Home purchase     Owner-occupied as a principal dwelling
## 2949   Home improvement Not owner-occupied as a principal dwelling
## 2951        Refinancing     Owner-occupied as a principal dwelling
## 2956      Home purchase     Owner-occupied as a principal dwelling
## 2974        Refinancing     Owner-occupied as a principal dwelling
## 3016        Refinancing     Owner-occupied as a principal dwelling
## 3053      Home purchase     Owner-occupied as a principal dwelling
## 3076      Home purchase     Owner-occupied as a principal dwelling
## 3094      Home purchase     Owner-occupied as a principal dwelling
## 3123      Home purchase Not owner-occupied as a principal dwelling
## 3166      Home purchase     Owner-occupied as a principal dwelling
## 3213      Home purchase Not owner-occupied as a principal dwelling
## 3232   Home improvement Not owner-occupied as a principal dwelling
## 3247      Home purchase     Owner-occupied as a principal dwelling
## 3267        Refinancing     Owner-occupied as a principal dwelling
## 3274      Home purchase     Owner-occupied as a principal dwelling
## 3280      Home purchase Not owner-occupied as a principal dwelling
## 3286      Home purchase     Owner-occupied as a principal dwelling
## 3292      Home purchase     Owner-occupied as a principal dwelling
## 3334      Home purchase Not owner-occupied as a principal dwelling
## 3339        Refinancing     Owner-occupied as a principal dwelling
## 3380      Home purchase     Owner-occupied as a principal dwelling
## 3381        Refinancing                             Not applicable
## 3387      Home purchase Not owner-occupied as a principal dwelling
## 3429      Home purchase     Owner-occupied as a principal dwelling
## 3453      Home purchase     Owner-occupied as a principal dwelling
## 3466        Refinancing     Owner-occupied as a principal dwelling
## 3470      Home purchase Not owner-occupied as a principal dwelling
## 3495      Home purchase     Owner-occupied as a principal dwelling
## 3520        Refinancing     Owner-occupied as a principal dwelling
## 3542      Home purchase     Owner-occupied as a principal dwelling
## 3544      Home purchase     Owner-occupied as a principal dwelling
## 3575      Home purchase     Owner-occupied as a principal dwelling
## 3580      Home purchase     Owner-occupied as a principal dwelling
## 3586   Home improvement     Owner-occupied as a principal dwelling
## 3591      Home purchase     Owner-occupied as a principal dwelling
## 3592      Home purchase     Owner-occupied as a principal dwelling
## 3615        Refinancing     Owner-occupied as a principal dwelling
## 3630        Refinancing     Owner-occupied as a principal dwelling
## 3660      Home purchase     Owner-occupied as a principal dwelling
## 3664        Refinancing Not owner-occupied as a principal dwelling
## 3690      Home purchase     Owner-occupied as a principal dwelling
## 3736      Home purchase     Owner-occupied as a principal dwelling
## 3743   Home improvement     Owner-occupied as a principal dwelling
## 3749      Home purchase     Owner-occupied as a principal dwelling
## 3768      Home purchase     Owner-occupied as a principal dwelling
## 3775      Home purchase Not owner-occupied as a principal dwelling
## 3790        Refinancing     Owner-occupied as a principal dwelling
## 3796        Refinancing Not owner-occupied as a principal dwelling
## 3797        Refinancing Not owner-occupied as a principal dwelling
## 3837      Home purchase     Owner-occupied as a principal dwelling
## 3862        Refinancing     Owner-occupied as a principal dwelling
## 3874      Home purchase Not owner-occupied as a principal dwelling
## 3887      Home purchase     Owner-occupied as a principal dwelling
## 3899      Home purchase Not owner-occupied as a principal dwelling
## 3904        Refinancing     Owner-occupied as a principal dwelling
## 3921      Home purchase     Owner-occupied as a principal dwelling
## 3922      Home purchase Not owner-occupied as a principal dwelling
## 3934        Refinancing     Owner-occupied as a principal dwelling
## 3975      Home purchase     Owner-occupied as a principal dwelling
## 3982      Home purchase     Owner-occupied as a principal dwelling
## 4018        Refinancing     Owner-occupied as a principal dwelling
## 4054        Refinancing     Owner-occupied as a principal dwelling
## 4072      Home purchase     Owner-occupied as a principal dwelling
## 4108      Home purchase     Owner-occupied as a principal dwelling
## 4126        Refinancing     Owner-occupied as a principal dwelling
## 4174        Refinancing     Owner-occupied as a principal dwelling
## 4178        Refinancing     Owner-occupied as a principal dwelling
## 4187        Refinancing     Owner-occupied as a principal dwelling
## 4228      Home purchase     Owner-occupied as a principal dwelling
## 4229      Home purchase Not owner-occupied as a principal dwelling
## 4233      Home purchase Not owner-occupied as a principal dwelling
## 4241      Home purchase     Owner-occupied as a principal dwelling
## 4251      Home purchase Not owner-occupied as a principal dwelling
## 4253   Home improvement     Owner-occupied as a principal dwelling
## 4259   Home improvement     Owner-occupied as a principal dwelling
## 4268      Home purchase Not owner-occupied as a principal dwelling
## 4276      Home purchase     Owner-occupied as a principal dwelling
## 4283      Home purchase     Owner-occupied as a principal dwelling
## 4293      Home purchase     Owner-occupied as a principal dwelling
## 4295      Home purchase     Owner-occupied as a principal dwelling
## 4299        Refinancing     Owner-occupied as a principal dwelling
## 4301      Home purchase     Owner-occupied as a principal dwelling
## 4305      Home purchase     Owner-occupied as a principal dwelling
## 4306        Refinancing     Owner-occupied as a principal dwelling
## 4310      Home purchase     Owner-occupied as a principal dwelling
## 4319      Home purchase     Owner-occupied as a principal dwelling
## 4325      Home purchase     Owner-occupied as a principal dwelling
## 4330   Home improvement     Owner-occupied as a principal dwelling
## 4331        Refinancing Not owner-occupied as a principal dwelling
## 4341      Home purchase Not owner-occupied as a principal dwelling
## 4345        Refinancing Not owner-occupied as a principal dwelling
## 4349      Home purchase     Owner-occupied as a principal dwelling
## 4358   Home improvement     Owner-occupied as a principal dwelling
## 4367        Refinancing     Owner-occupied as a principal dwelling
## 4371        Refinancing Not owner-occupied as a principal dwelling
## 4375   Home improvement Not owner-occupied as a principal dwelling
## 4378      Home purchase     Owner-occupied as a principal dwelling
## 4388   Home improvement     Owner-occupied as a principal dwelling
## 4402      Home purchase     Owner-occupied as a principal dwelling
## 4408        Refinancing     Owner-occupied as a principal dwelling
## 4415      Home purchase Not owner-occupied as a principal dwelling
## 4433      Home purchase     Owner-occupied as a principal dwelling
## 4438      Home purchase Not owner-occupied as a principal dwelling
## 4449      Home purchase     Owner-occupied as a principal dwelling
## 4459      Home purchase     Owner-occupied as a principal dwelling
## 4474        Refinancing Not owner-occupied as a principal dwelling
## 4527      Home purchase     Owner-occupied as a principal dwelling
## 4528        Refinancing     Owner-occupied as a principal dwelling
## 4534        Refinancing     Owner-occupied as a principal dwelling
## 4546        Refinancing     Owner-occupied as a principal dwelling
## 4558      Home purchase     Owner-occupied as a principal dwelling
## 4560      Home purchase     Owner-occupied as a principal dwelling
## 4582        Refinancing     Owner-occupied as a principal dwelling
## 4597      Home purchase     Owner-occupied as a principal dwelling
## 4606      Home purchase     Owner-occupied as a principal dwelling
## 4621      Home purchase     Owner-occupied as a principal dwelling
## 4627      Home purchase     Owner-occupied as a principal dwelling
## 4650      Home purchase     Owner-occupied as a principal dwelling
## 4662        Refinancing     Owner-occupied as a principal dwelling
## 4672      Home purchase     Owner-occupied as a principal dwelling
## 4701      Home purchase     Owner-occupied as a principal dwelling
## 4737      Home purchase     Owner-occupied as a principal dwelling
## 4743      Home purchase     Owner-occupied as a principal dwelling
## 4756      Home purchase     Owner-occupied as a principal dwelling
## 4762      Home purchase     Owner-occupied as a principal dwelling
## 4771        Refinancing Not owner-occupied as a principal dwelling
## 4776      Home purchase     Owner-occupied as a principal dwelling
## 4785      Home purchase     Owner-occupied as a principal dwelling
## 4791      Home purchase     Owner-occupied as a principal dwelling
## 4792      Home purchase Not owner-occupied as a principal dwelling
## 4811        Refinancing     Owner-occupied as a principal dwelling
## 4817      Home purchase     Owner-occupied as a principal dwelling
## 4823      Home purchase     Owner-occupied as a principal dwelling
## 4848      Home purchase     Owner-occupied as a principal dwelling
## 4849        Refinancing     Owner-occupied as a principal dwelling
## 4852      Home purchase     Owner-occupied as a principal dwelling
## 4859      Home purchase     Owner-occupied as a principal dwelling
## 4866      Home purchase     Owner-occupied as a principal dwelling
## 4869      Home purchase     Owner-occupied as a principal dwelling
## 4870      Home purchase     Owner-occupied as a principal dwelling
## 4881      Home purchase     Owner-occupied as a principal dwelling
## 4899        Refinancing     Owner-occupied as a principal dwelling
## 4912      Home purchase     Owner-occupied as a principal dwelling
## 4918        Refinancing     Owner-occupied as a principal dwelling
## 4934        Refinancing     Owner-occupied as a principal dwelling
## 4942      Home purchase     Owner-occupied as a principal dwelling
## 4944      Home purchase     Owner-occupied as a principal dwelling
## 4945      Home purchase     Owner-occupied as a principal dwelling
## 4946        Refinancing     Owner-occupied as a principal dwelling
## 4947        Refinancing     Owner-occupied as a principal dwelling
## 4954      Home purchase     Owner-occupied as a principal dwelling
## 4963      Home purchase     Owner-occupied as a principal dwelling
## 4976      Home purchase Not owner-occupied as a principal dwelling
## 4978      Home purchase     Owner-occupied as a principal dwelling
## 4980      Home purchase     Owner-occupied as a principal dwelling
## 4987        Refinancing     Owner-occupied as a principal dwelling
## 5008      Home purchase     Owner-occupied as a principal dwelling
## 5029      Home purchase     Owner-occupied as a principal dwelling
## 5035        Refinancing     Owner-occupied as a principal dwelling
## 5042      Home purchase     Owner-occupied as a principal dwelling
## 5071      Home purchase     Owner-occupied as a principal dwelling
## 5073        Refinancing     Owner-occupied as a principal dwelling
## 5080      Home purchase     Owner-occupied as a principal dwelling
## 5105      Home purchase Not owner-occupied as a principal dwelling
## 5110        Refinancing     Owner-occupied as a principal dwelling
## 5127      Home purchase     Owner-occupied as a principal dwelling
## 5133      Home purchase     Owner-occupied as a principal dwelling
## 5146      Home purchase     Owner-occupied as a principal dwelling
## 5158        Refinancing     Owner-occupied as a principal dwelling
## 5200        Refinancing     Owner-occupied as a principal dwelling
## 5202      Home purchase     Owner-occupied as a principal dwelling
## 5218      Home purchase     Owner-occupied as a principal dwelling
## 5229      Home purchase     Owner-occupied as a principal dwelling
## 5253   Home improvement     Owner-occupied as a principal dwelling
## 5260      Home purchase     Owner-occupied as a principal dwelling
## 5272        Refinancing Not owner-occupied as a principal dwelling
## 5280      Home purchase     Owner-occupied as a principal dwelling
## 5302      Home purchase     Owner-occupied as a principal dwelling
## 5331      Home purchase     Owner-occupied as a principal dwelling
## 5335      Home purchase     Owner-occupied as a principal dwelling
## 5374      Home purchase     Owner-occupied as a principal dwelling
## 5398        Refinancing     Owner-occupied as a principal dwelling
## 5403      Home purchase     Owner-occupied as a principal dwelling
## 5434      Home purchase     Owner-occupied as a principal dwelling
## 5439      Home purchase Not owner-occupied as a principal dwelling
## 5443      Home purchase Not owner-occupied as a principal dwelling
## 5445      Home purchase Not owner-occupied as a principal dwelling
## 5451      Home purchase     Owner-occupied as a principal dwelling
## 5458        Refinancing     Owner-occupied as a principal dwelling
## 5463      Home purchase     Owner-occupied as a principal dwelling
## 5481      Home purchase Not owner-occupied as a principal dwelling
## 5500        Refinancing     Owner-occupied as a principal dwelling
## 5524        Refinancing     Owner-occupied as a principal dwelling
## 5529      Home purchase     Owner-occupied as a principal dwelling
## 5541      Home purchase     Owner-occupied as a principal dwelling
## 5548      Home purchase     Owner-occupied as a principal dwelling
## 5551      Home purchase Not owner-occupied as a principal dwelling
## 5560      Home purchase     Owner-occupied as a principal dwelling
## 5575      Home purchase     Owner-occupied as a principal dwelling
## 5578      Home purchase Not owner-occupied as a principal dwelling
## 5581      Home purchase     Owner-occupied as a principal dwelling
## 5587        Refinancing     Owner-occupied as a principal dwelling
## 5606   Home improvement     Owner-occupied as a principal dwelling
## 5620      Home purchase Not owner-occupied as a principal dwelling
## 5631        Refinancing     Owner-occupied as a principal dwelling
## 5633        Refinancing     Owner-occupied as a principal dwelling
## 5637      Home purchase     Owner-occupied as a principal dwelling
## 5644      Home purchase Not owner-occupied as a principal dwelling
## 5645        Refinancing     Owner-occupied as a principal dwelling
## 5659        Refinancing     Owner-occupied as a principal dwelling
## 5665        Refinancing     Owner-occupied as a principal dwelling
## 5667      Home purchase     Owner-occupied as a principal dwelling
## 5673      Home purchase     Owner-occupied as a principal dwelling
## 5691        Refinancing Not owner-occupied as a principal dwelling
## 5692      Home purchase     Owner-occupied as a principal dwelling
## 5697      Home purchase Not owner-occupied as a principal dwelling
## 5700      Home purchase     Owner-occupied as a principal dwelling
## 5710      Home purchase     Owner-occupied as a principal dwelling
## 5711        Refinancing     Owner-occupied as a principal dwelling
## 5722        Refinancing     Owner-occupied as a principal dwelling
## 5727        Refinancing     Owner-occupied as a principal dwelling
## 5733        Refinancing     Owner-occupied as a principal dwelling
## 5745      Home purchase     Owner-occupied as a principal dwelling
## 5747      Home purchase     Owner-occupied as a principal dwelling
## 5769        Refinancing     Owner-occupied as a principal dwelling
## 5775      Home purchase     Owner-occupied as a principal dwelling
## 5786      Home purchase     Owner-occupied as a principal dwelling
## 5795      Home purchase     Owner-occupied as a principal dwelling
## 5807        Refinancing     Owner-occupied as a principal dwelling
## 5810        Refinancing     Owner-occupied as a principal dwelling
## 5821      Home purchase     Owner-occupied as a principal dwelling
## 5824      Home purchase     Owner-occupied as a principal dwelling
## 5860        Refinancing     Owner-occupied as a principal dwelling
## 5878      Home purchase Not owner-occupied as a principal dwelling
## 5956   Home improvement     Owner-occupied as a principal dwelling
## 5974        Refinancing     Owner-occupied as a principal dwelling
## 5980      Home purchase Not owner-occupied as a principal dwelling
## 5986        Refinancing Not owner-occupied as a principal dwelling
## 5988        Refinancing     Owner-occupied as a principal dwelling
## 5991      Home purchase     Owner-occupied as a principal dwelling
## 6004        Refinancing     Owner-occupied as a principal dwelling
## 6030      Home purchase     Owner-occupied as a principal dwelling
## 6042        Refinancing     Owner-occupied as a principal dwelling
## 6051      Home purchase     Owner-occupied as a principal dwelling
## 6058      Home purchase     Owner-occupied as a principal dwelling
## 6070      Home purchase     Owner-occupied as a principal dwelling
## 6075      Home purchase     Owner-occupied as a principal dwelling
## 6083        Refinancing     Owner-occupied as a principal dwelling
## 6087      Home purchase     Owner-occupied as a principal dwelling
## 6088      Home purchase     Owner-occupied as a principal dwelling
## 6093      Home purchase     Owner-occupied as a principal dwelling
## 6095      Home purchase     Owner-occupied as a principal dwelling
## 6110        Refinancing     Owner-occupied as a principal dwelling
## 6142      Home purchase     Owner-occupied as a principal dwelling
## 6178      Home purchase     Owner-occupied as a principal dwelling
## 6184        Refinancing     Owner-occupied as a principal dwelling
## 6187        Refinancing     Owner-occupied as a principal dwelling
## 6202      Home purchase     Owner-occupied as a principal dwelling
## 6207      Home purchase     Owner-occupied as a principal dwelling
## 6211   Home improvement     Owner-occupied as a principal dwelling
## 6226      Home purchase     Owner-occupied as a principal dwelling
## 6237      Home purchase     Owner-occupied as a principal dwelling
## 6244      Home purchase Not owner-occupied as a principal dwelling
## 6256        Refinancing     Owner-occupied as a principal dwelling
## 6328        Refinancing     Owner-occupied as a principal dwelling
## 6334      Home purchase Not owner-occupied as a principal dwelling
## 6340      Home purchase     Owner-occupied as a principal dwelling
## 6355        Refinancing     Owner-occupied as a principal dwelling
## 6358      Home purchase Not owner-occupied as a principal dwelling
## 6370      Home purchase     Owner-occupied as a principal dwelling
## 6376      Home purchase     Owner-occupied as a principal dwelling
## 6379        Refinancing Not owner-occupied as a principal dwelling
## 6385      Home purchase     Owner-occupied as a principal dwelling
## 6399        Refinancing Not owner-occupied as a principal dwelling
## 6401        Refinancing Not owner-occupied as a principal dwelling
## 6413      Home purchase     Owner-occupied as a principal dwelling
## 6421      Home purchase     Owner-occupied as a principal dwelling
## 6425      Home purchase     Owner-occupied as a principal dwelling
## 6431      Home purchase     Owner-occupied as a principal dwelling
## 6438      Home purchase     Owner-occupied as a principal dwelling
## 6459        Refinancing     Owner-occupied as a principal dwelling
## 6464      Home purchase Not owner-occupied as a principal dwelling
## 6467      Home purchase Not owner-occupied as a principal dwelling
## 6485      Home purchase     Owner-occupied as a principal dwelling
## 6492      Home purchase     Owner-occupied as a principal dwelling
## 6495      Home purchase     Owner-occupied as a principal dwelling
## 6503      Home purchase     Owner-occupied as a principal dwelling
## 6512      Home purchase Not owner-occupied as a principal dwelling
## 6517      Home purchase     Owner-occupied as a principal dwelling
## 6525      Home purchase     Owner-occupied as a principal dwelling
## 6526        Refinancing     Owner-occupied as a principal dwelling
## 6533      Home purchase Not owner-occupied as a principal dwelling
## 6543      Home purchase     Owner-occupied as a principal dwelling
## 6547      Home purchase     Owner-occupied as a principal dwelling
## 6550      Home purchase     Owner-occupied as a principal dwelling
## 6556        Refinancing     Owner-occupied as a principal dwelling
## 6575      Home purchase     Owner-occupied as a principal dwelling
## 6581      Home purchase     Owner-occupied as a principal dwelling
## 6595      Home purchase     Owner-occupied as a principal dwelling
## 6598      Home purchase     Owner-occupied as a principal dwelling
## 6603      Home purchase     Owner-occupied as a principal dwelling
## 6609        Refinancing     Owner-occupied as a principal dwelling
## 6615      Home purchase     Owner-occupied as a principal dwelling
## 6620      Home purchase     Owner-occupied as a principal dwelling
## 6628        Refinancing     Owner-occupied as a principal dwelling
## 6634        Refinancing     Owner-occupied as a principal dwelling
## 6641        Refinancing Not owner-occupied as a principal dwelling
## 6663        Refinancing     Owner-occupied as a principal dwelling
## 6689      Home purchase     Owner-occupied as a principal dwelling
## 6696      Home purchase     Owner-occupied as a principal dwelling
## 6705      Home purchase     Owner-occupied as a principal dwelling
## 6726      Home purchase     Owner-occupied as a principal dwelling
## 6730        Refinancing     Owner-occupied as a principal dwelling
## 6731      Home purchase Not owner-occupied as a principal dwelling
## 6760      Home purchase     Owner-occupied as a principal dwelling
## 6772      Home purchase     Owner-occupied as a principal dwelling
## 6792      Home purchase     Owner-occupied as a principal dwelling
## 6805        Refinancing     Owner-occupied as a principal dwelling
## 6819      Home purchase     Owner-occupied as a principal dwelling
## 6826      Home purchase     Owner-occupied as a principal dwelling
## 6844      Home purchase     Owner-occupied as a principal dwelling
## 6862        Refinancing Not owner-occupied as a principal dwelling
## 6865      Home purchase     Owner-occupied as a principal dwelling
## 6871      Home purchase     Owner-occupied as a principal dwelling
## 6886   Home improvement     Owner-occupied as a principal dwelling
## 6892        Refinancing     Owner-occupied as a principal dwelling
## 6906      Home purchase     Owner-occupied as a principal dwelling
## 6909      Home purchase     Owner-occupied as a principal dwelling
## 6913      Home purchase     Owner-occupied as a principal dwelling
## 6915      Home purchase     Owner-occupied as a principal dwelling
## 6927      Home purchase     Owner-occupied as a principal dwelling
## 6928        Refinancing Not owner-occupied as a principal dwelling
## 6943      Home purchase     Owner-occupied as a principal dwelling
## 6955      Home purchase     Owner-occupied as a principal dwelling
## 6968      Home purchase     Owner-occupied as a principal dwelling
## 6973      Home purchase     Owner-occupied as a principal dwelling
## 7012      Home purchase     Owner-occupied as a principal dwelling
## 7021   Home improvement     Owner-occupied as a principal dwelling
## 7024      Home purchase     Owner-occupied as a principal dwelling
## 7031      Home purchase Not owner-occupied as a principal dwelling
## 7033      Home purchase Not owner-occupied as a principal dwelling
## 7034        Refinancing     Owner-occupied as a principal dwelling
## 7035      Home purchase     Owner-occupied as a principal dwelling
## 7036      Home purchase     Owner-occupied as a principal dwelling
## 7045      Home purchase     Owner-occupied as a principal dwelling
## 7066        Refinancing     Owner-occupied as a principal dwelling
## 7069      Home purchase     Owner-occupied as a principal dwelling
## 7078   Home improvement     Owner-occupied as a principal dwelling
## 7087        Refinancing     Owner-occupied as a principal dwelling
## 7093      Home purchase Not owner-occupied as a principal dwelling
## 7095      Home purchase     Owner-occupied as a principal dwelling
## 7111      Home purchase     Owner-occupied as a principal dwelling
## 7120      Home purchase     Owner-occupied as a principal dwelling
## 7123      Home purchase     Owner-occupied as a principal dwelling
## 7137      Home purchase     Owner-occupied as a principal dwelling
## 7139   Home improvement Not owner-occupied as a principal dwelling
## 7163   Home improvement     Owner-occupied as a principal dwelling
## 7168        Refinancing Not owner-occupied as a principal dwelling
## 7171      Home purchase Not owner-occupied as a principal dwelling
## 7175      Home purchase     Owner-occupied as a principal dwelling
## 7180      Home purchase     Owner-occupied as a principal dwelling
## 7183        Refinancing     Owner-occupied as a principal dwelling
## 7189      Home purchase Not owner-occupied as a principal dwelling
## 7196        Refinancing     Owner-occupied as a principal dwelling
## 7197      Home purchase     Owner-occupied as a principal dwelling
## 7198        Refinancing     Owner-occupied as a principal dwelling
## 7207      Home purchase Not owner-occupied as a principal dwelling
## 7215      Home purchase     Owner-occupied as a principal dwelling
## 7219      Home purchase     Owner-occupied as a principal dwelling
## 7221      Home purchase Not owner-occupied as a principal dwelling
## 7225      Home purchase Not owner-occupied as a principal dwelling
## 7233      Home purchase     Owner-occupied as a principal dwelling
## 7237        Refinancing     Owner-occupied as a principal dwelling
## 7239      Home purchase     Owner-occupied as a principal dwelling
## 7240      Home purchase Not owner-occupied as a principal dwelling
## 7251      Home purchase     Owner-occupied as a principal dwelling
## 7252        Refinancing     Owner-occupied as a principal dwelling
## 7255      Home purchase     Owner-occupied as a principal dwelling
## 7263      Home purchase     Owner-occupied as a principal dwelling
## 7288      Home purchase     Owner-occupied as a principal dwelling
## 7294      Home purchase     Owner-occupied as a principal dwelling
## 7303        Refinancing     Owner-occupied as a principal dwelling
## 7306      Home purchase     Owner-occupied as a principal dwelling
## 7318        Refinancing     Owner-occupied as a principal dwelling
## 7319      Home purchase     Owner-occupied as a principal dwelling
## 7339      Home purchase     Owner-occupied as a principal dwelling
## 7376        Refinancing Not owner-occupied as a principal dwelling
## 7381      Home purchase Not owner-occupied as a principal dwelling
## 7387      Home purchase Not owner-occupied as a principal dwelling
## 7388      Home purchase     Owner-occupied as a principal dwelling
## 7393      Home purchase     Owner-occupied as a principal dwelling
## 7402      Home purchase     Owner-occupied as a principal dwelling
## 7403      Home purchase     Owner-occupied as a principal dwelling
## 7405      Home purchase     Owner-occupied as a principal dwelling
## 7411      Home purchase Not owner-occupied as a principal dwelling
## 7443      Home purchase     Owner-occupied as a principal dwelling
## 7447      Home purchase     Owner-occupied as a principal dwelling
## 7457      Home purchase Not owner-occupied as a principal dwelling
## 7469      Home purchase Not owner-occupied as a principal dwelling
## 7498      Home purchase     Owner-occupied as a principal dwelling
## 7516      Home purchase Not owner-occupied as a principal dwelling
## 7522        Refinancing     Owner-occupied as a principal dwelling
## 7530      Home purchase     Owner-occupied as a principal dwelling
## 7531      Home purchase Not owner-occupied as a principal dwelling
## 7540        Refinancing     Owner-occupied as a principal dwelling
## 7541      Home purchase     Owner-occupied as a principal dwelling
## 7547        Refinancing     Owner-occupied as a principal dwelling
## 7568        Refinancing     Owner-occupied as a principal dwelling
## 7577        Refinancing Not owner-occupied as a principal dwelling
## 7578      Home purchase     Owner-occupied as a principal dwelling
## 7579      Home purchase Not owner-occupied as a principal dwelling
## 7588      Home purchase     Owner-occupied as a principal dwelling
## 7591      Home purchase     Owner-occupied as a principal dwelling
## 7594        Refinancing     Owner-occupied as a principal dwelling
## 7601      Home purchase Not owner-occupied as a principal dwelling
## 7603      Home purchase     Owner-occupied as a principal dwelling
## 7607      Home purchase Not owner-occupied as a principal dwelling
## 7612      Home purchase     Owner-occupied as a principal dwelling
## 7615      Home purchase     Owner-occupied as a principal dwelling
## 7624        Refinancing     Owner-occupied as a principal dwelling
## 7637      Home purchase     Owner-occupied as a principal dwelling
## 7641      Home purchase     Owner-occupied as a principal dwelling
## 7649      Home purchase Not owner-occupied as a principal dwelling
## 7664      Home purchase     Owner-occupied as a principal dwelling
## 7671   Home improvement Not owner-occupied as a principal dwelling
## 7672      Home purchase     Owner-occupied as a principal dwelling
## 7677        Refinancing     Owner-occupied as a principal dwelling
## 7684      Home purchase     Owner-occupied as a principal dwelling
## 7738        Refinancing     Owner-occupied as a principal dwelling
## 7756      Home purchase     Owner-occupied as a principal dwelling
## 7768      Home purchase     Owner-occupied as a principal dwelling
## 7775      Home purchase     Owner-occupied as a principal dwelling
## 7780      Home purchase     Owner-occupied as a principal dwelling
## 7786      Home purchase     Owner-occupied as a principal dwelling
## 7805      Home purchase     Owner-occupied as a principal dwelling
## 7809      Home purchase Not owner-occupied as a principal dwelling
## 7816      Home purchase Not owner-occupied as a principal dwelling
## 7817      Home purchase     Owner-occupied as a principal dwelling
## 7828      Home purchase     Owner-occupied as a principal dwelling
## 7829      Home purchase     Owner-occupied as a principal dwelling
## 7846        Refinancing Not owner-occupied as a principal dwelling
## 7856        Refinancing     Owner-occupied as a principal dwelling
## 7864      Home purchase     Owner-occupied as a principal dwelling
## 7894   Home improvement     Owner-occupied as a principal dwelling
## 7909      Home purchase     Owner-occupied as a principal dwelling
## 7915      Home purchase     Owner-occupied as a principal dwelling
## 7940      Home purchase     Owner-occupied as a principal dwelling
## 7966      Home purchase     Owner-occupied as a principal dwelling
## 7991        Refinancing     Owner-occupied as a principal dwelling
## 7996      Home purchase Not owner-occupied as a principal dwelling
## 8007   Home improvement     Owner-occupied as a principal dwelling
## 8015        Refinancing     Owner-occupied as a principal dwelling
## 8035   Home improvement     Owner-occupied as a principal dwelling
## 8038        Refinancing Not owner-occupied as a principal dwelling
## 8042      Home purchase     Owner-occupied as a principal dwelling
## 8044      Home purchase     Owner-occupied as a principal dwelling
## 8056      Home purchase     Owner-occupied as a principal dwelling
## 8081      Home purchase     Owner-occupied as a principal dwelling
## 8086      Home purchase     Owner-occupied as a principal dwelling
## 8104        Refinancing     Owner-occupied as a principal dwelling
## 8122      Home purchase     Owner-occupied as a principal dwelling
## 8150      Home purchase     Owner-occupied as a principal dwelling
## 8152      Home purchase     Owner-occupied as a principal dwelling
## 8206      Home purchase     Owner-occupied as a principal dwelling
## 8210      Home purchase     Owner-occupied as a principal dwelling
## 8212      Home purchase     Owner-occupied as a principal dwelling
## 8266        Refinancing     Owner-occupied as a principal dwelling
## 8267      Home purchase     Owner-occupied as a principal dwelling
## 8272        Refinancing     Owner-occupied as a principal dwelling
## 8282        Refinancing     Owner-occupied as a principal dwelling
## 8338      Home purchase     Owner-occupied as a principal dwelling
## 8341      Home purchase     Owner-occupied as a principal dwelling
## 8344      Home purchase     Owner-occupied as a principal dwelling
## 8353        Refinancing     Owner-occupied as a principal dwelling
## 8359      Home purchase Not owner-occupied as a principal dwelling
## 8374      Home purchase     Owner-occupied as a principal dwelling
## 8398        Refinancing     Owner-occupied as a principal dwelling
## 8401      Home purchase     Owner-occupied as a principal dwelling
## 8404      Home purchase Not owner-occupied as a principal dwelling
## 8439        Refinancing     Owner-occupied as a principal dwelling
## 8489   Home improvement Not owner-occupied as a principal dwelling
## 8533      Home purchase     Owner-occupied as a principal dwelling
## 8539        Refinancing     Owner-occupied as a principal dwelling
## 8542        Refinancing     Owner-occupied as a principal dwelling
## 8545        Refinancing Not owner-occupied as a principal dwelling
## 8561      Home purchase     Owner-occupied as a principal dwelling
## 8596      Home purchase     Owner-occupied as a principal dwelling
## 8614        Refinancing     Owner-occupied as a principal dwelling
## 8632      Home purchase     Owner-occupied as a principal dwelling
## 8649        Refinancing     Owner-occupied as a principal dwelling
## 8655      Home purchase Not owner-occupied as a principal dwelling
## 8669      Home purchase     Owner-occupied as a principal dwelling
## 8686      Home purchase     Owner-occupied as a principal dwelling
## 8692      Home purchase     Owner-occupied as a principal dwelling
## 8697      Home purchase Not owner-occupied as a principal dwelling
## 8698      Home purchase     Owner-occupied as a principal dwelling
## 8710      Home purchase Not owner-occupied as a principal dwelling
## 8719        Refinancing     Owner-occupied as a principal dwelling
## 8740      Home purchase Not owner-occupied as a principal dwelling
## 8758        Refinancing     Owner-occupied as a principal dwelling
## 8783      Home purchase Not owner-occupied as a principal dwelling
## 8788      Home purchase     Owner-occupied as a principal dwelling
## 8797      Home purchase     Owner-occupied as a principal dwelling
## 8806      Home purchase     Owner-occupied as a principal dwelling
## 8812        Refinancing     Owner-occupied as a principal dwelling
## 8818      Home purchase     Owner-occupied as a principal dwelling
## 8821      Home purchase     Owner-occupied as a principal dwelling
## 8896      Home purchase Not owner-occupied as a principal dwelling
## 8932      Home purchase Not owner-occupied as a principal dwelling
## 9004      Home purchase     Owner-occupied as a principal dwelling
## 9022      Home purchase     Owner-occupied as a principal dwelling
## 9028        Refinancing     Owner-occupied as a principal dwelling
## 9034        Refinancing     Owner-occupied as a principal dwelling
## 9052      Home purchase     Owner-occupied as a principal dwelling
## 9058        Refinancing Not owner-occupied as a principal dwelling
## 9082        Refinancing     Owner-occupied as a principal dwelling
## 9088      Home purchase Not owner-occupied as a principal dwelling
## 9113        Refinancing     Owner-occupied as a principal dwelling
## 9119      Home purchase     Owner-occupied as a principal dwelling
## 9141      Home purchase Not owner-occupied as a principal dwelling
## 9148      Home purchase Not owner-occupied as a principal dwelling
## 9149      Home purchase Not owner-occupied as a principal dwelling
## 9155      Home purchase Not owner-occupied as a principal dwelling
## 9160        Refinancing     Owner-occupied as a principal dwelling
## 9181      Home purchase Not owner-occupied as a principal dwelling
## 9184        Refinancing     Owner-occupied as a principal dwelling
## 9191      Home purchase Not owner-occupied as a principal dwelling
## 9196        Refinancing     Owner-occupied as a principal dwelling
## 9197      Home purchase Not owner-occupied as a principal dwelling
## 9199      Home purchase     Owner-occupied as a principal dwelling
## 9203        Refinancing     Owner-occupied as a principal dwelling
## 9205        Refinancing Not owner-occupied as a principal dwelling
## 9208      Home purchase     Owner-occupied as a principal dwelling
## 9247        Refinancing Not owner-occupied as a principal dwelling
## 9253        Refinancing     Owner-occupied as a principal dwelling
## 9256        Refinancing Not owner-occupied as a principal dwelling
## 9271      Home purchase     Owner-occupied as a principal dwelling
## 9279   Home improvement Not owner-occupied as a principal dwelling
## 9280      Home purchase     Owner-occupied as a principal dwelling
## 9289      Home purchase     Owner-occupied as a principal dwelling
## 9295      Home purchase Not owner-occupied as a principal dwelling
## 9317        Refinancing     Owner-occupied as a principal dwelling
## 9322      Home purchase Not owner-occupied as a principal dwelling
## 9337      Home purchase     Owner-occupied as a principal dwelling
## 9340      Home purchase Not owner-occupied as a principal dwelling
## 9359        Refinancing Not owner-occupied as a principal dwelling
## 9361        Refinancing     Owner-occupied as a principal dwelling
## 9365      Home purchase Not owner-occupied as a principal dwelling
## 9371        Refinancing Not owner-occupied as a principal dwelling
## 9376      Home purchase Not owner-occupied as a principal dwelling
## 9381      Home purchase     Owner-occupied as a principal dwelling
## 9415   Home improvement     Owner-occupied as a principal dwelling
## 9429        Refinancing     Owner-occupied as a principal dwelling
## 9436      Home purchase     Owner-occupied as a principal dwelling
## 9484      Home purchase     Owner-occupied as a principal dwelling
## 9496      Home purchase     Owner-occupied as a principal dwelling
## 9502   Home improvement     Owner-occupied as a principal dwelling
## 9526      Home purchase     Owner-occupied as a principal dwelling
## 9532      Home purchase Not owner-occupied as a principal dwelling
## 9535      Home purchase Not owner-occupied as a principal dwelling
## 9549        Refinancing Not owner-occupied as a principal dwelling
## 9563      Home purchase     Owner-occupied as a principal dwelling
## 9574      Home purchase     Owner-occupied as a principal dwelling
## 9580        Refinancing     Owner-occupied as a principal dwelling
## 9586      Home purchase     Owner-occupied as a principal dwelling
## 9625      Home purchase     Owner-occupied as a principal dwelling
## 9641      Home purchase     Owner-occupied as a principal dwelling
## 9646      Home purchase Not owner-occupied as a principal dwelling
## 9655      Home purchase     Owner-occupied as a principal dwelling
## 9658      Home purchase     Owner-occupied as a principal dwelling
## 9661      Home purchase     Owner-occupied as a principal dwelling
## 9688      Home purchase     Owner-occupied as a principal dwelling
## 9700      Home purchase     Owner-occupied as a principal dwelling
## 9701      Home purchase Not owner-occupied as a principal dwelling
## 9707      Home purchase     Owner-occupied as a principal dwelling
## 9713      Home purchase     Owner-occupied as a principal dwelling
## 9717        Refinancing     Owner-occupied as a principal dwelling
## 9732        Refinancing     Owner-occupied as a principal dwelling
## 9754      Home purchase     Owner-occupied as a principal dwelling
## 9756      Home purchase     Owner-occupied as a principal dwelling
## 9768        Refinancing     Owner-occupied as a principal dwelling
## 9773      Home purchase     Owner-occupied as a principal dwelling
## 9821      Home purchase     Owner-occupied as a principal dwelling
## 9826      Home purchase     Owner-occupied as a principal dwelling
## 9856      Home purchase     Owner-occupied as a principal dwelling
## 9865      Home purchase Not owner-occupied as a principal dwelling
## 9880      Home purchase     Owner-occupied as a principal dwelling
## 9882        Refinancing     Owner-occupied as a principal dwelling
## 9889      Home purchase     Owner-occupied as a principal dwelling
## 9895        Refinancing     Owner-occupied as a principal dwelling
## 9907      Home purchase     Owner-occupied as a principal dwelling
## 9913        Refinancing     Owner-occupied as a principal dwelling
## 9933      Home purchase Not owner-occupied as a principal dwelling
## 9940      Home purchase     Owner-occupied as a principal dwelling
## 9955      Home purchase     Owner-occupied as a principal dwelling
## 9967      Home purchase     Owner-occupied as a principal dwelling
## 9970        Refinancing     Owner-occupied as a principal dwelling
## 9971      Home purchase     Owner-occupied as a principal dwelling
## 10003     Home purchase     Owner-occupied as a principal dwelling
## 10024     Home purchase     Owner-occupied as a principal dwelling
## 10048     Home purchase     Owner-occupied as a principal dwelling
## 10054       Refinancing     Owner-occupied as a principal dwelling
## 10078       Refinancing     Owner-occupied as a principal dwelling
## 10114     Home purchase     Owner-occupied as a principal dwelling
## 10123       Refinancing     Owner-occupied as a principal dwelling
## 10128     Home purchase     Owner-occupied as a principal dwelling
## 10145     Home purchase     Owner-occupied as a principal dwelling
## 10152     Home purchase     Owner-occupied as a principal dwelling
## 10176     Home purchase     Owner-occupied as a principal dwelling
## 10188       Refinancing     Owner-occupied as a principal dwelling
## 10193     Home purchase     Owner-occupied as a principal dwelling
## 10222       Refinancing Not owner-occupied as a principal dwelling
## 10234       Refinancing     Owner-occupied as a principal dwelling
## 10253     Home purchase     Owner-occupied as a principal dwelling
## 10273       Refinancing Not owner-occupied as a principal dwelling
## 10280     Home purchase     Owner-occupied as a principal dwelling
## 10285       Refinancing     Owner-occupied as a principal dwelling
## 10297     Home purchase     Owner-occupied as a principal dwelling
## 10303       Refinancing     Owner-occupied as a principal dwelling
## 10306       Refinancing                             Not applicable
## 10312       Refinancing     Owner-occupied as a principal dwelling
## 10318     Home purchase     Owner-occupied as a principal dwelling
## 10369     Home purchase     Owner-occupied as a principal dwelling
## 10379       Refinancing     Owner-occupied as a principal dwelling
## 10388     Home purchase Not owner-occupied as a principal dwelling
## 10390     Home purchase     Owner-occupied as a principal dwelling
## 10420     Home purchase     Owner-occupied as a principal dwelling
## 10467     Home purchase Not owner-occupied as a principal dwelling
## 10486       Refinancing     Owner-occupied as a principal dwelling
## 10515     Home purchase     Owner-occupied as a principal dwelling
## 10531     Home purchase     Owner-occupied as a principal dwelling
## 10534     Home purchase     Owner-occupied as a principal dwelling
## 10535     Home purchase Not owner-occupied as a principal dwelling
## 10537  Home improvement     Owner-occupied as a principal dwelling
## 10540     Home purchase     Owner-occupied as a principal dwelling
## 10541     Home purchase     Owner-occupied as a principal dwelling
## 10551     Home purchase     Owner-occupied as a principal dwelling
## 10554     Home purchase     Owner-occupied as a principal dwelling
## 10566     Home purchase     Owner-occupied as a principal dwelling
## 10573     Home purchase     Owner-occupied as a principal dwelling
## 10582     Home purchase Not owner-occupied as a principal dwelling
## 10588     Home purchase Not owner-occupied as a principal dwelling
## 10591       Refinancing Not owner-occupied as a principal dwelling
## 10597       Refinancing     Owner-occupied as a principal dwelling
## 10615     Home purchase     Owner-occupied as a principal dwelling
## 10623     Home purchase     Owner-occupied as a principal dwelling
## 10631     Home purchase     Owner-occupied as a principal dwelling
## 10637     Home purchase Not owner-occupied as a principal dwelling
## 10641     Home purchase     Owner-occupied as a principal dwelling
## 10648     Home purchase     Owner-occupied as a principal dwelling
## 10663     Home purchase Not owner-occupied as a principal dwelling
## 10687     Home purchase     Owner-occupied as a principal dwelling
## 10711     Home purchase Not owner-occupied as a principal dwelling
## 10747     Home purchase     Owner-occupied as a principal dwelling
## 10759     Home purchase Not owner-occupied as a principal dwelling
## 10781       Refinancing Not owner-occupied as a principal dwelling
## 10789     Home purchase     Owner-occupied as a principal dwelling
## 10795     Home purchase     Owner-occupied as a principal dwelling
## 10804     Home purchase Not owner-occupied as a principal dwelling
## 10805     Home purchase     Owner-occupied as a principal dwelling
## 10840  Home improvement     Owner-occupied as a principal dwelling
## 10841     Home purchase Not owner-occupied as a principal dwelling
## 10852       Refinancing     Owner-occupied as a principal dwelling
## 10853       Refinancing     Owner-occupied as a principal dwelling
## 10861       Refinancing Not owner-occupied as a principal dwelling
## 10892       Refinancing     Owner-occupied as a principal dwelling
## 10909     Home purchase     Owner-occupied as a principal dwelling
## 10915       Refinancing     Owner-occupied as a principal dwelling
## 10919       Refinancing     Owner-occupied as a principal dwelling
## 10924     Home purchase     Owner-occupied as a principal dwelling
## 10939       Refinancing     Owner-occupied as a principal dwelling
## 10945     Home purchase Not owner-occupied as a principal dwelling
## 10960       Refinancing     Owner-occupied as a principal dwelling
## 10993     Home purchase     Owner-occupied as a principal dwelling
## 11023     Home purchase     Owner-occupied as a principal dwelling
## 11026     Home purchase     Owner-occupied as a principal dwelling
## 11044       Refinancing     Owner-occupied as a principal dwelling
## 11053       Refinancing     Owner-occupied as a principal dwelling
## 11059     Home purchase     Owner-occupied as a principal dwelling
## 11064     Home purchase     Owner-occupied as a principal dwelling
## 11065     Home purchase Not owner-occupied as a principal dwelling
## 11068     Home purchase     Owner-occupied as a principal dwelling
## 11071     Home purchase     Owner-occupied as a principal dwelling
## 11074     Home purchase     Owner-occupied as a principal dwelling
## 11095     Home purchase Not owner-occupied as a principal dwelling
## 11098     Home purchase     Owner-occupied as a principal dwelling
## 11099       Refinancing Not owner-occupied as a principal dwelling
## 11102     Home purchase     Owner-occupied as a principal dwelling
## 11111       Refinancing     Owner-occupied as a principal dwelling
## 11119     Home purchase     Owner-occupied as a principal dwelling
## 11151     Home purchase     Owner-occupied as a principal dwelling
## 11165       Refinancing     Owner-occupied as a principal dwelling
## 11179     Home purchase     Owner-occupied as a principal dwelling
## 11185     Home purchase     Owner-occupied as a principal dwelling
## 11203     Home purchase     Owner-occupied as a principal dwelling
## 11215     Home purchase     Owner-occupied as a principal dwelling
## 11224     Home purchase     Owner-occupied as a principal dwelling
## 11230     Home purchase     Owner-occupied as a principal dwelling
## 11242     Home purchase     Owner-occupied as a principal dwelling
## 11253       Refinancing     Owner-occupied as a principal dwelling
## 11257     Home purchase     Owner-occupied as a principal dwelling
## 11268       Refinancing     Owner-occupied as a principal dwelling
## 11269     Home purchase Not owner-occupied as a principal dwelling
## 11290     Home purchase Not owner-occupied as a principal dwelling
## 11291       Refinancing Not owner-occupied as a principal dwelling
## 11297       Refinancing     Owner-occupied as a principal dwelling
## 11302     Home purchase     Owner-occupied as a principal dwelling
## 11309       Refinancing     Owner-occupied as a principal dwelling
## 11318     Home purchase Not owner-occupied as a principal dwelling
## 11329       Refinancing     Owner-occupied as a principal dwelling
## 11341     Home purchase     Owner-occupied as a principal dwelling
## 11347     Home purchase     Owner-occupied as a principal dwelling
## 11362     Home purchase     Owner-occupied as a principal dwelling
## 11372     Home purchase     Owner-occupied as a principal dwelling
## 11389     Home purchase Not owner-occupied as a principal dwelling
## 11395       Refinancing Not owner-occupied as a principal dwelling
## 11404     Home purchase     Owner-occupied as a principal dwelling
## 11407     Home purchase     Owner-occupied as a principal dwelling
## 11413     Home purchase     Owner-occupied as a principal dwelling
## 11415     Home purchase Not owner-occupied as a principal dwelling
## 11425     Home purchase     Owner-occupied as a principal dwelling
## 11452     Home purchase Not owner-occupied as a principal dwelling
## 11455     Home purchase Not owner-occupied as a principal dwelling
## 11458     Home purchase     Owner-occupied as a principal dwelling
## 11473     Home purchase     Owner-occupied as a principal dwelling
## 11491     Home purchase     Owner-occupied as a principal dwelling
## 11498       Refinancing     Owner-occupied as a principal dwelling
## 11499       Refinancing     Owner-occupied as a principal dwelling
## 11521     Home purchase Not owner-occupied as a principal dwelling
## 11533     Home purchase     Owner-occupied as a principal dwelling
## 11536       Refinancing Not owner-occupied as a principal dwelling
## 11551     Home purchase     Owner-occupied as a principal dwelling
## 11560       Refinancing     Owner-occupied as a principal dwelling
## 11562     Home purchase     Owner-occupied as a principal dwelling
## 11576     Home purchase Not owner-occupied as a principal dwelling
## 11581     Home purchase     Owner-occupied as a principal dwelling
## 11593     Home purchase     Owner-occupied as a principal dwelling
## 11596       Refinancing     Owner-occupied as a principal dwelling
## 11605     Home purchase     Owner-occupied as a principal dwelling
## 11608       Refinancing     Owner-occupied as a principal dwelling
## 11611       Refinancing     Owner-occupied as a principal dwelling
## 11620     Home purchase Not owner-occupied as a principal dwelling
## 11629     Home purchase Not owner-occupied as a principal dwelling
## 11638  Home improvement     Owner-occupied as a principal dwelling
## 11650     Home purchase     Owner-occupied as a principal dwelling
## 11656     Home purchase     Owner-occupied as a principal dwelling
## 11684       Refinancing Not owner-occupied as a principal dwelling
## 11704     Home purchase Not owner-occupied as a principal dwelling
## 11708     Home purchase Not owner-occupied as a principal dwelling
## 11710     Home purchase     Owner-occupied as a principal dwelling
## 11714     Home purchase Not owner-occupied as a principal dwelling
## 11725     Home purchase Not owner-occupied as a principal dwelling
## 11749     Home purchase Not owner-occupied as a principal dwelling
## 11761     Home purchase     Owner-occupied as a principal dwelling
## 11764       Refinancing     Owner-occupied as a principal dwelling
## 11767     Home purchase     Owner-occupied as a principal dwelling
## 11769     Home purchase Not owner-occupied as a principal dwelling
## 11773     Home purchase     Owner-occupied as a principal dwelling
## 11794     Home purchase     Owner-occupied as a principal dwelling
## 11797       Refinancing     Owner-occupied as a principal dwelling
## 11802       Refinancing     Owner-occupied as a principal dwelling
## 11807       Refinancing     Owner-occupied as a principal dwelling
## 11809       Refinancing Not owner-occupied as a principal dwelling
## 11810  Home improvement     Owner-occupied as a principal dwelling
## 11825     Home purchase     Owner-occupied as a principal dwelling
## 11830       Refinancing     Owner-occupied as a principal dwelling
## 11839     Home purchase     Owner-occupied as a principal dwelling
## 11854     Home purchase Not owner-occupied as a principal dwelling
## 11869       Refinancing     Owner-occupied as a principal dwelling
## 11893     Home purchase     Owner-occupied as a principal dwelling
## 11927     Home purchase Not owner-occupied as a principal dwelling
## 11929     Home purchase     Owner-occupied as a principal dwelling
## 11935     Home purchase     Owner-occupied as a principal dwelling
## 11945     Home purchase Not owner-occupied as a principal dwelling
## 11950  Home improvement     Owner-occupied as a principal dwelling
## 11951     Home purchase Not owner-occupied as a principal dwelling
## 11958     Home purchase     Owner-occupied as a principal dwelling
## 11983       Refinancing     Owner-occupied as a principal dwelling
## 12013       Refinancing Not owner-occupied as a principal dwelling
## 12014     Home purchase Not owner-occupied as a principal dwelling
## 12019     Home purchase Not owner-occupied as a principal dwelling
## 12021     Home purchase     Owner-occupied as a principal dwelling
## 12033     Home purchase     Owner-occupied as a principal dwelling
## 12035       Refinancing     Owner-occupied as a principal dwelling
## 12041       Refinancing     Owner-occupied as a principal dwelling
## 12055     Home purchase Not owner-occupied as a principal dwelling
## 12064     Home purchase     Owner-occupied as a principal dwelling
## 12091     Home purchase Not owner-occupied as a principal dwelling
## 12092     Home purchase     Owner-occupied as a principal dwelling
## 12101     Home purchase     Owner-occupied as a principal dwelling
## 12113     Home purchase     Owner-occupied as a principal dwelling
## 12121     Home purchase     Owner-occupied as a principal dwelling
## 12127     Home purchase Not owner-occupied as a principal dwelling
## 12130     Home purchase     Owner-occupied as a principal dwelling
## 12131     Home purchase Not owner-occupied as a principal dwelling
## 12133     Home purchase     Owner-occupied as a principal dwelling
## 12139     Home purchase     Owner-occupied as a principal dwelling
## 12145     Home purchase Not owner-occupied as a principal dwelling
## 12168     Home purchase     Owner-occupied as a principal dwelling
## 12169     Home purchase     Owner-occupied as a principal dwelling
## 12187     Home purchase     Owner-occupied as a principal dwelling
## 12194       Refinancing     Owner-occupied as a principal dwelling
## 12199     Home purchase     Owner-occupied as a principal dwelling
## 12232       Refinancing     Owner-occupied as a principal dwelling
## 12235       Refinancing     Owner-occupied as a principal dwelling
## 12250       Refinancing     Owner-occupied as a principal dwelling
## 12253       Refinancing Not owner-occupied as a principal dwelling
## 12271       Refinancing     Owner-occupied as a principal dwelling
## 12293  Home improvement     Owner-occupied as a principal dwelling
## 12295       Refinancing     Owner-occupied as a principal dwelling
## 12301       Refinancing     Owner-occupied as a principal dwelling
## 12319     Home purchase     Owner-occupied as a principal dwelling
## 12334     Home purchase     Owner-occupied as a principal dwelling
## 12343     Home purchase Not owner-occupied as a principal dwelling
## 12347     Home purchase     Owner-occupied as a principal dwelling
## 12371  Home improvement     Owner-occupied as a principal dwelling
## 12376     Home purchase     Owner-occupied as a principal dwelling
## 12379     Home purchase     Owner-occupied as a principal dwelling
## 12385     Home purchase Not owner-occupied as a principal dwelling
## 12392     Home purchase Not owner-occupied as a principal dwelling
## 12397     Home purchase     Owner-occupied as a principal dwelling
## 12406     Home purchase     Owner-occupied as a principal dwelling
## 12418       Refinancing Not owner-occupied as a principal dwelling
## 12421     Home purchase Not owner-occupied as a principal dwelling
## 12424     Home purchase Not owner-occupied as a principal dwelling
## 12427       Refinancing     Owner-occupied as a principal dwelling
## 12445     Home purchase     Owner-occupied as a principal dwelling
## 12447     Home purchase     Owner-occupied as a principal dwelling
## 12454     Home purchase     Owner-occupied as a principal dwelling
## 12468     Home purchase     Owner-occupied as a principal dwelling
## 12469       Refinancing Not owner-occupied as a principal dwelling
## 12481       Refinancing     Owner-occupied as a principal dwelling
## 12487     Home purchase Not owner-occupied as a principal dwelling
## 12493       Refinancing     Owner-occupied as a principal dwelling
## 12496     Home purchase     Owner-occupied as a principal dwelling
## 12502     Home purchase     Owner-occupied as a principal dwelling
## 12507       Refinancing Not owner-occupied as a principal dwelling
## 12511     Home purchase Not owner-occupied as a principal dwelling
## 12517  Home improvement     Owner-occupied as a principal dwelling
## 12520       Refinancing     Owner-occupied as a principal dwelling
## 12523       Refinancing     Owner-occupied as a principal dwelling
## 12529     Home purchase     Owner-occupied as a principal dwelling
## 12532     Home purchase     Owner-occupied as a principal dwelling
## 12538     Home purchase Not owner-occupied as a principal dwelling
## 12541     Home purchase Not owner-occupied as a principal dwelling
## 12547     Home purchase     Owner-occupied as a principal dwelling
## 12556     Home purchase     Owner-occupied as a principal dwelling
## 12559     Home purchase     Owner-occupied as a principal dwelling
## 12565       Refinancing     Owner-occupied as a principal dwelling
## 12586     Home purchase Not owner-occupied as a principal dwelling
## 12592     Home purchase     Owner-occupied as a principal dwelling
## 12600     Home purchase     Owner-occupied as a principal dwelling
## 12605     Home purchase     Owner-occupied as a principal dwelling
## 12607       Refinancing     Owner-occupied as a principal dwelling
## 12610     Home purchase     Owner-occupied as a principal dwelling
## 12613       Refinancing     Owner-occupied as a principal dwelling
## 12616     Home purchase Not owner-occupied as a principal dwelling
## 12617       Refinancing Not owner-occupied as a principal dwelling
## 12623       Refinancing     Owner-occupied as a principal dwelling
## 12638       Refinancing Not owner-occupied as a principal dwelling
## 12640     Home purchase     Owner-occupied as a principal dwelling
## 12643     Home purchase     Owner-occupied as a principal dwelling
## 12646     Home purchase     Owner-occupied as a principal dwelling
## 12677     Home purchase     Owner-occupied as a principal dwelling
## 12685     Home purchase Not owner-occupied as a principal dwelling
## 12700     Home purchase     Owner-occupied as a principal dwelling
## 12703     Home purchase     Owner-occupied as a principal dwelling
## 12706     Home purchase     Owner-occupied as a principal dwelling
## 12739     Home purchase Not owner-occupied as a principal dwelling
## 12745       Refinancing     Owner-occupied as a principal dwelling
## 12748     Home purchase     Owner-occupied as a principal dwelling
## 12790     Home purchase Not owner-occupied as a principal dwelling
## 12799     Home purchase     Owner-occupied as a principal dwelling
## 12823       Refinancing     Owner-occupied as a principal dwelling
## 12826     Home purchase     Owner-occupied as a principal dwelling
## 12833     Home purchase     Owner-occupied as a principal dwelling
## 12835     Home purchase Not owner-occupied as a principal dwelling
## 12842     Home purchase Not owner-occupied as a principal dwelling
## 12847     Home purchase Not owner-occupied as a principal dwelling
## 12859       Refinancing     Owner-occupied as a principal dwelling
## 12862     Home purchase     Owner-occupied as a principal dwelling
## 12865     Home purchase     Owner-occupied as a principal dwelling
## 12882     Home purchase     Owner-occupied as a principal dwelling
## 12886     Home purchase     Owner-occupied as a principal dwelling
## 12892       Refinancing Not owner-occupied as a principal dwelling
## 12895     Home purchase     Owner-occupied as a principal dwelling
## 12901     Home purchase     Owner-occupied as a principal dwelling
## 12940     Home purchase Not owner-occupied as a principal dwelling
## 12946     Home purchase     Owner-occupied as a principal dwelling
## 12958     Home purchase     Owner-occupied as a principal dwelling
## 12981       Refinancing     Owner-occupied as a principal dwelling
## 13009     Home purchase     Owner-occupied as a principal dwelling
## 13015     Home purchase     Owner-occupied as a principal dwelling
## 13020     Home purchase     Owner-occupied as a principal dwelling
## 13039       Refinancing Not owner-occupied as a principal dwelling
## 13048     Home purchase     Owner-occupied as a principal dwelling
## 13073     Home purchase Not owner-occupied as a principal dwelling
## 13075       Refinancing     Owner-occupied as a principal dwelling
## 13078     Home purchase     Owner-occupied as a principal dwelling
## 13081     Home purchase     Owner-occupied as a principal dwelling
## 13087       Refinancing     Owner-occupied as a principal dwelling
## 13093  Home improvement     Owner-occupied as a principal dwelling
## 13114     Home purchase     Owner-occupied as a principal dwelling
## 13120     Home purchase Not owner-occupied as a principal dwelling
## 13123       Refinancing     Owner-occupied as a principal dwelling
## 13135     Home purchase     Owner-occupied as a principal dwelling
## 13141     Home purchase     Owner-occupied as a principal dwelling
## 13147     Home purchase     Owner-occupied as a principal dwelling
## 13153       Refinancing Not owner-occupied as a principal dwelling
## 13155     Home purchase Not owner-occupied as a principal dwelling
## 13171       Refinancing     Owner-occupied as a principal dwelling
## 13180     Home purchase     Owner-occupied as a principal dwelling
## 13189     Home purchase     Owner-occupied as a principal dwelling
## 13192       Refinancing     Owner-occupied as a principal dwelling
## 13198     Home purchase     Owner-occupied as a principal dwelling
## 13207     Home purchase Not owner-occupied as a principal dwelling
## 13209     Home purchase Not owner-occupied as a principal dwelling
## 13213     Home purchase     Owner-occupied as a principal dwelling
## 13219       Refinancing     Owner-occupied as a principal dwelling
## 13222     Home purchase     Owner-occupied as a principal dwelling
## 13228     Home purchase     Owner-occupied as a principal dwelling
## 13231     Home purchase Not owner-occupied as a principal dwelling
## 13246     Home purchase     Owner-occupied as a principal dwelling
## 13249     Home purchase     Owner-occupied as a principal dwelling
## 13273     Home purchase     Owner-occupied as a principal dwelling
## 13285     Home purchase Not owner-occupied as a principal dwelling
## 13289     Home purchase     Owner-occupied as a principal dwelling
## 13315       Refinancing Not owner-occupied as a principal dwelling
## 13333       Refinancing     Owner-occupied as a principal dwelling
## 13336     Home purchase     Owner-occupied as a principal dwelling
## 13339     Home purchase     Owner-occupied as a principal dwelling
## 13381     Home purchase     Owner-occupied as a principal dwelling
## 13393     Home purchase     Owner-occupied as a principal dwelling
## 13406     Home purchase     Owner-occupied as a principal dwelling
## 13411     Home purchase     Owner-occupied as a principal dwelling
## 13412     Home purchase     Owner-occupied as a principal dwelling
## 13414     Home purchase     Owner-occupied as a principal dwelling
## 13420     Home purchase     Owner-occupied as a principal dwelling
## 13421     Home purchase     Owner-occupied as a principal dwelling
## 13423     Home purchase     Owner-occupied as a principal dwelling
## 13435     Home purchase     Owner-occupied as a principal dwelling
## 13447       Refinancing Not owner-occupied as a principal dwelling
## 13453     Home purchase     Owner-occupied as a principal dwelling
## 13457     Home purchase     Owner-occupied as a principal dwelling
## 13477       Refinancing Not owner-occupied as a principal dwelling
## 13483     Home purchase Not owner-occupied as a principal dwelling
## 13492     Home purchase     Owner-occupied as a principal dwelling
## 13495     Home purchase     Owner-occupied as a principal dwelling
## 13504     Home purchase     Owner-occupied as a principal dwelling
## 13513     Home purchase     Owner-occupied as a principal dwelling
## 13522       Refinancing Not owner-occupied as a principal dwelling
## 13525     Home purchase     Owner-occupied as a principal dwelling
## 13540     Home purchase     Owner-occupied as a principal dwelling
## 13543     Home purchase     Owner-occupied as a principal dwelling
## 13552       Refinancing     Owner-occupied as a principal dwelling
## 13561     Home purchase     Owner-occupied as a principal dwelling
## 13570     Home purchase     Owner-occupied as a principal dwelling
## 13579     Home purchase     Owner-occupied as a principal dwelling
## 13597       Refinancing     Owner-occupied as a principal dwelling
## 13612     Home purchase     Owner-occupied as a principal dwelling
## 13621       Refinancing Not owner-occupied as a principal dwelling
## 13627     Home purchase Not owner-occupied as a principal dwelling
## 13630     Home purchase Not owner-occupied as a principal dwelling
## 13636     Home purchase Not owner-occupied as a principal dwelling
## 13646     Home purchase Not owner-occupied as a principal dwelling
## 13651     Home purchase Not owner-occupied as a principal dwelling
## 13657     Home purchase     Owner-occupied as a principal dwelling
## 13663     Home purchase     Owner-occupied as a principal dwelling
## 13669     Home purchase     Owner-occupied as a principal dwelling
## 13680       Refinancing     Owner-occupied as a principal dwelling
## 13708     Home purchase     Owner-occupied as a principal dwelling
## 13720       Refinancing     Owner-occupied as a principal dwelling
## 13723  Home improvement     Owner-occupied as a principal dwelling
## 13727     Home purchase Not owner-occupied as a principal dwelling
## 13732     Home purchase     Owner-occupied as a principal dwelling
## 13741       Refinancing     Owner-occupied as a principal dwelling
## 13745     Home purchase     Owner-occupied as a principal dwelling
## 13755     Home purchase Not owner-occupied as a principal dwelling
## 13771     Home purchase     Owner-occupied as a principal dwelling
## 13789       Refinancing     Owner-occupied as a principal dwelling
## 13803     Home purchase     Owner-occupied as a principal dwelling
## 13832     Home purchase     Owner-occupied as a principal dwelling
## 13836     Home purchase     Owner-occupied as a principal dwelling
## 13852       Refinancing Not owner-occupied as a principal dwelling
## 13861       Refinancing Not owner-occupied as a principal dwelling
## 13907     Home purchase     Owner-occupied as a principal dwelling
## 13913       Refinancing Not owner-occupied as a principal dwelling
## 13915     Home purchase Not owner-occupied as a principal dwelling
## 13936     Home purchase     Owner-occupied as a principal dwelling
## 13939       Refinancing Not owner-occupied as a principal dwelling
## 13942     Home purchase     Owner-occupied as a principal dwelling
## 13966       Refinancing     Owner-occupied as a principal dwelling
## 13975     Home purchase     Owner-occupied as a principal dwelling
## 13984     Home purchase     Owner-occupied as a principal dwelling
## 13993       Refinancing Not owner-occupied as a principal dwelling
## 13997     Home purchase     Owner-occupied as a principal dwelling
## 14011       Refinancing     Owner-occupied as a principal dwelling
## 14053     Home purchase     Owner-occupied as a principal dwelling
## 14065     Home purchase     Owner-occupied as a principal dwelling
## 14092       Refinancing     Owner-occupied as a principal dwelling
## 14095     Home purchase     Owner-occupied as a principal dwelling
## 14099  Home improvement     Owner-occupied as a principal dwelling
## 14107       Refinancing     Owner-occupied as a principal dwelling
## 14113       Refinancing     Owner-occupied as a principal dwelling
## 14114       Refinancing     Owner-occupied as a principal dwelling
## 14131       Refinancing     Owner-occupied as a principal dwelling
## 14152     Home purchase     Owner-occupied as a principal dwelling
## 14155       Refinancing     Owner-occupied as a principal dwelling
## 14161       Refinancing     Owner-occupied as a principal dwelling
## 14194     Home purchase     Owner-occupied as a principal dwelling
## 14197       Refinancing     Owner-occupied as a principal dwelling
## 14203       Refinancing     Owner-occupied as a principal dwelling
## 14221     Home purchase     Owner-occupied as a principal dwelling
## 14224     Home purchase     Owner-occupied as a principal dwelling
## 14236     Home purchase     Owner-occupied as a principal dwelling
## 14239     Home purchase Not owner-occupied as a principal dwelling
## 14243  Home improvement     Owner-occupied as a principal dwelling
## 14245     Home purchase Not owner-occupied as a principal dwelling
## 14248       Refinancing     Owner-occupied as a principal dwelling
## 14257       Refinancing Not owner-occupied as a principal dwelling
## 14259     Home purchase     Owner-occupied as a principal dwelling
## 14278     Home purchase Not owner-occupied as a principal dwelling
## 14290     Home purchase     Owner-occupied as a principal dwelling
## 14293     Home purchase     Owner-occupied as a principal dwelling
## 14298       Refinancing     Owner-occupied as a principal dwelling
## 14299       Refinancing     Owner-occupied as a principal dwelling
## 14301  Home improvement     Owner-occupied as a principal dwelling
## 14323       Refinancing     Owner-occupied as a principal dwelling
## 14335       Refinancing     Owner-occupied as a principal dwelling
## 14338     Home purchase     Owner-occupied as a principal dwelling
## 14341     Home purchase     Owner-occupied as a principal dwelling
## 14353  Home improvement     Owner-occupied as a principal dwelling
## 14362     Home purchase Not owner-occupied as a principal dwelling
## 14367     Home purchase     Owner-occupied as a principal dwelling
## 14374       Refinancing     Owner-occupied as a principal dwelling
## 14380       Refinancing     Owner-occupied as a principal dwelling
## 14389       Refinancing     Owner-occupied as a principal dwelling
## 14392     Home purchase     Owner-occupied as a principal dwelling
## 14398       Refinancing     Owner-occupied as a principal dwelling
## 14401     Home purchase     Owner-occupied as a principal dwelling
## 14404     Home purchase     Owner-occupied as a principal dwelling
## 14411     Home purchase Not owner-occupied as a principal dwelling
## 14414     Home purchase     Owner-occupied as a principal dwelling
## 14419     Home purchase     Owner-occupied as a principal dwelling
## 14425       Refinancing     Owner-occupied as a principal dwelling
## 14434     Home purchase     Owner-occupied as a principal dwelling
## 14437     Home purchase     Owner-occupied as a principal dwelling
## 14443     Home purchase     Owner-occupied as a principal dwelling
## 14449       Refinancing     Owner-occupied as a principal dwelling
## 14455       Refinancing Not owner-occupied as a principal dwelling
## 14464     Home purchase Not owner-occupied as a principal dwelling
## 14471     Home purchase     Owner-occupied as a principal dwelling
## 14473       Refinancing     Owner-occupied as a principal dwelling
## 14491       Refinancing     Owner-occupied as a principal dwelling
## 14533     Home purchase     Owner-occupied as a principal dwelling
## 14536     Home purchase     Owner-occupied as a principal dwelling
## 14548     Home purchase     Owner-occupied as a principal dwelling
## 14555       Refinancing Not owner-occupied as a principal dwelling
## 14568       Refinancing     Owner-occupied as a principal dwelling
## 14591     Home purchase     Owner-occupied as a principal dwelling
## 14601       Refinancing     Owner-occupied as a principal dwelling
## 14617     Home purchase     Owner-occupied as a principal dwelling
## 14629     Home purchase     Owner-occupied as a principal dwelling
## 14639     Home purchase Not owner-occupied as a principal dwelling
## 14657       Refinancing Not owner-occupied as a principal dwelling
## 14660  Home improvement     Owner-occupied as a principal dwelling
## 14664     Home purchase     Owner-occupied as a principal dwelling
## 14668     Home purchase     Owner-occupied as a principal dwelling
## 14690       Refinancing     Owner-occupied as a principal dwelling
## 14692     Home purchase     Owner-occupied as a principal dwelling
## 14695     Home purchase     Owner-occupied as a principal dwelling
## 14710       Refinancing     Owner-occupied as a principal dwelling
## 14713       Refinancing     Owner-occupied as a principal dwelling
## 14725     Home purchase Not owner-occupied as a principal dwelling
## 14731       Refinancing Not owner-occupied as a principal dwelling
## 14743       Refinancing     Owner-occupied as a principal dwelling
## 14749     Home purchase     Owner-occupied as a principal dwelling
## 14752       Refinancing Not owner-occupied as a principal dwelling
## 14767       Refinancing     Owner-occupied as a principal dwelling
## 14794       Refinancing     Owner-occupied as a principal dwelling
## 14806       Refinancing Not owner-occupied as a principal dwelling
## 14815       Refinancing     Owner-occupied as a principal dwelling
## 14816       Refinancing     Owner-occupied as a principal dwelling
## 14825       Refinancing Not owner-occupied as a principal dwelling
## 14833     Home purchase     Owner-occupied as a principal dwelling
## 14896     Home purchase     Owner-occupied as a principal dwelling
## 14906       Refinancing Not owner-occupied as a principal dwelling
## 14930       Refinancing     Owner-occupied as a principal dwelling
## 14932     Home purchase     Owner-occupied as a principal dwelling
## 14956       Refinancing Not owner-occupied as a principal dwelling
## 14974       Refinancing     Owner-occupied as a principal dwelling
## 14983     Home purchase Not owner-occupied as a principal dwelling
## 14992     Home purchase Not owner-occupied as a principal dwelling
## 14995     Home purchase Not owner-occupied as a principal dwelling
## 15012     Home purchase     Owner-occupied as a principal dwelling
## 15038     Home purchase     Owner-occupied as a principal dwelling
## 15043       Refinancing Not owner-occupied as a principal dwelling
## 15082     Home purchase Not owner-occupied as a principal dwelling
## 15103     Home purchase     Owner-occupied as a principal dwelling
## 15112     Home purchase     Owner-occupied as a principal dwelling
## 15127     Home purchase Not owner-occupied as a principal dwelling
## 15154       Refinancing     Owner-occupied as a principal dwelling
## 15175       Refinancing     Owner-occupied as a principal dwelling
## 15177     Home purchase     Owner-occupied as a principal dwelling
## 15191     Home purchase     Owner-occupied as a principal dwelling
## 15211     Home purchase     Owner-occupied as a principal dwelling
## 15229     Home purchase     Owner-occupied as a principal dwelling
## 15232       Refinancing     Owner-occupied as a principal dwelling
## 15235       Refinancing     Owner-occupied as a principal dwelling
## 15244  Home improvement     Owner-occupied as a principal dwelling
## 15253       Refinancing     Owner-occupied as a principal dwelling
## 15262       Refinancing Not owner-occupied as a principal dwelling
## 15265     Home purchase     Owner-occupied as a principal dwelling
## 15286     Home purchase     Owner-occupied as a principal dwelling
## 15292     Home purchase     Owner-occupied as a principal dwelling
## 15304     Home purchase     Owner-occupied as a principal dwelling
## 15315     Home purchase     Owner-occupied as a principal dwelling
## 15317     Home purchase     Owner-occupied as a principal dwelling
## 15319     Home purchase     Owner-occupied as a principal dwelling
## 15322     Home purchase     Owner-occupied as a principal dwelling
## 15327  Home improvement     Owner-occupied as a principal dwelling
## 15334     Home purchase Not owner-occupied as a principal dwelling
## 15339     Home purchase     Owner-occupied as a principal dwelling
## 15343     Home purchase     Owner-occupied as a principal dwelling
## 15365     Home purchase Not owner-occupied as a principal dwelling
## 15367     Home purchase     Owner-occupied as a principal dwelling
## 15370       Refinancing     Owner-occupied as a principal dwelling
## 15402     Home purchase     Owner-occupied as a principal dwelling
## 15403     Home purchase     Owner-occupied as a principal dwelling
## 15410  Home improvement     Owner-occupied as a principal dwelling
## 15441       Refinancing Not owner-occupied as a principal dwelling
## 15446     Home purchase Not owner-occupied as a principal dwelling
## 15508       Refinancing     Owner-occupied as a principal dwelling
## 15520       Refinancing Not owner-occupied as a principal dwelling
## 15532     Home purchase     Owner-occupied as a principal dwelling
## 15541       Refinancing     Owner-occupied as a principal dwelling
## 15550       Refinancing     Owner-occupied as a principal dwelling
## 15556       Refinancing     Owner-occupied as a principal dwelling
## 15565     Home purchase     Owner-occupied as a principal dwelling
## 15573     Home purchase     Owner-occupied as a principal dwelling
## 15574     Home purchase     Owner-occupied as a principal dwelling
## 15588     Home purchase     Owner-occupied as a principal dwelling
## 15600     Home purchase     Owner-occupied as a principal dwelling
## 15601     Home purchase     Owner-occupied as a principal dwelling
## 15617  Home improvement Not owner-occupied as a principal dwelling
## 15628     Home purchase     Owner-occupied as a principal dwelling
## 15631     Home purchase     Owner-occupied as a principal dwelling
## 15641     Home purchase Not owner-occupied as a principal dwelling
## 15646     Home purchase     Owner-occupied as a principal dwelling
## 15661       Refinancing     Owner-occupied as a principal dwelling
## 15667     Home purchase     Owner-occupied as a principal dwelling
## 15680       Refinancing Not owner-occupied as a principal dwelling
## 15699       Refinancing     Owner-occupied as a principal dwelling
## 15715     Home purchase     Owner-occupied as a principal dwelling
## 15723     Home purchase     Owner-occupied as a principal dwelling
## 15727     Home purchase     Owner-occupied as a principal dwelling
## 15730     Home purchase     Owner-occupied as a principal dwelling
## 15735     Home purchase     Owner-occupied as a principal dwelling
## 15736     Home purchase     Owner-occupied as a principal dwelling
## 15751     Home purchase     Owner-occupied as a principal dwelling
## 15753       Refinancing     Owner-occupied as a principal dwelling
## 15770     Home purchase Not owner-occupied as a principal dwelling
## 15774  Home improvement     Owner-occupied as a principal dwelling
## 15775     Home purchase     Owner-occupied as a principal dwelling
## 15781       Refinancing     Owner-occupied as a principal dwelling
## 15784     Home purchase     Owner-occupied as a principal dwelling
## 15804     Home purchase     Owner-occupied as a principal dwelling
## 15805     Home purchase     Owner-occupied as a principal dwelling
## 15809     Home purchase     Owner-occupied as a principal dwelling
## 15811     Home purchase     Owner-occupied as a principal dwelling
## 15829     Home purchase     Owner-occupied as a principal dwelling
## 15834     Home purchase     Owner-occupied as a principal dwelling
## 15856     Home purchase Not owner-occupied as a principal dwelling
## 15863       Refinancing     Owner-occupied as a principal dwelling
## 15867       Refinancing     Owner-occupied as a principal dwelling
## 15868       Refinancing     Owner-occupied as a principal dwelling
## 15871     Home purchase     Owner-occupied as a principal dwelling
## 15877       Refinancing     Owner-occupied as a principal dwelling
## 15883     Home purchase Not owner-occupied as a principal dwelling
## 15910       Refinancing     Owner-occupied as a principal dwelling
## 15915     Home purchase     Owner-occupied as a principal dwelling
## 15983     Home purchase     Owner-occupied as a principal dwelling
## 15988     Home purchase     Owner-occupied as a principal dwelling
## 15991     Home purchase Not owner-occupied as a principal dwelling
## 16000       Refinancing Not owner-occupied as a principal dwelling
## 16024       Refinancing Not owner-occupied as a principal dwelling
## 16033       Refinancing     Owner-occupied as a principal dwelling
## 16039       Refinancing     Owner-occupied as a principal dwelling
## 16045     Home purchase     Owner-occupied as a principal dwelling
## 16048       Refinancing Not owner-occupied as a principal dwelling
## 16057     Home purchase     Owner-occupied as a principal dwelling
## 16060     Home purchase     Owner-occupied as a principal dwelling
## 16066       Refinancing Not owner-occupied as a principal dwelling
## 16081     Home purchase     Owner-occupied as a principal dwelling
## 16090       Refinancing     Owner-occupied as a principal dwelling
## 16100     Home purchase     Owner-occupied as a principal dwelling
## 16101     Home purchase     Owner-occupied as a principal dwelling
## 16129     Home purchase     Owner-occupied as a principal dwelling
## 16137     Home purchase     Owner-occupied as a principal dwelling
## 16144     Home purchase     Owner-occupied as a principal dwelling
## 16159       Refinancing     Owner-occupied as a principal dwelling
## 16162     Home purchase Not owner-occupied as a principal dwelling
## 16167     Home purchase     Owner-occupied as a principal dwelling
## 16174     Home purchase     Owner-occupied as a principal dwelling
## 16176     Home purchase     Owner-occupied as a principal dwelling
## 16180     Home purchase     Owner-occupied as a principal dwelling
## 16195     Home purchase     Owner-occupied as a principal dwelling
## 16197     Home purchase     Owner-occupied as a principal dwelling
## 16201     Home purchase     Owner-occupied as a principal dwelling
## 16203     Home purchase     Owner-occupied as a principal dwelling
## 16209     Home purchase Not owner-occupied as a principal dwelling
## 16222     Home purchase     Owner-occupied as a principal dwelling
## 16228     Home purchase     Owner-occupied as a principal dwelling
## 16243       Refinancing Not owner-occupied as a principal dwelling
## 16248     Home purchase     Owner-occupied as a principal dwelling
## 16256     Home purchase Not owner-occupied as a principal dwelling
## 16261     Home purchase     Owner-occupied as a principal dwelling
## 16267  Home improvement     Owner-occupied as a principal dwelling
## 16273     Home purchase     Owner-occupied as a principal dwelling
## 16281     Home purchase     Owner-occupied as a principal dwelling
## 16285     Home purchase Not owner-occupied as a principal dwelling
## 16287       Refinancing     Owner-occupied as a principal dwelling
## 16293     Home purchase     Owner-occupied as a principal dwelling
## 16294  Home improvement     Owner-occupied as a principal dwelling
## 16309     Home purchase     Owner-occupied as a principal dwelling
## 16312     Home purchase     Owner-occupied as a principal dwelling
## 16321     Home purchase     Owner-occupied as a principal dwelling
## 16341     Home purchase     Owner-occupied as a principal dwelling
## 16349     Home purchase     Owner-occupied as a principal dwelling
## 16354     Home purchase     Owner-occupied as a principal dwelling
## 16362     Home purchase     Owner-occupied as a principal dwelling
## 16365     Home purchase     Owner-occupied as a principal dwelling
## 16383       Refinancing     Owner-occupied as a principal dwelling
## 16405  Home improvement     Owner-occupied as a principal dwelling
## 16409     Home purchase     Owner-occupied as a principal dwelling
## 16414     Home purchase     Owner-occupied as a principal dwelling
## 16423     Home purchase     Owner-occupied as a principal dwelling
## 16437     Home purchase Not owner-occupied as a principal dwelling
## 16459     Home purchase     Owner-occupied as a principal dwelling
## 16462     Home purchase     Owner-occupied as a principal dwelling
## 16468     Home purchase     Owner-occupied as a principal dwelling
## 16519     Home purchase     Owner-occupied as a principal dwelling
## 16525  Home improvement Not owner-occupied as a principal dwelling
## 16531     Home purchase     Owner-occupied as a principal dwelling
## 16549     Home purchase Not owner-occupied as a principal dwelling
## 16555       Refinancing     Owner-occupied as a principal dwelling
## 16556     Home purchase     Owner-occupied as a principal dwelling
## 16573       Refinancing     Owner-occupied as a principal dwelling
## 16576     Home purchase     Owner-occupied as a principal dwelling
## 16582     Home purchase     Owner-occupied as a principal dwelling
## 16597  Home improvement     Owner-occupied as a principal dwelling
## 16601       Refinancing Not owner-occupied as a principal dwelling
## 16611     Home purchase Not owner-occupied as a principal dwelling
## 16624     Home purchase     Owner-occupied as a principal dwelling
## 16631     Home purchase     Owner-occupied as a principal dwelling
## 16635     Home purchase     Owner-occupied as a principal dwelling
## 16643       Refinancing     Owner-occupied as a principal dwelling
## 16648     Home purchase     Owner-occupied as a principal dwelling
## 16651     Home purchase     Owner-occupied as a principal dwelling
## 16653       Refinancing     Owner-occupied as a principal dwelling
## 16660     Home purchase     Owner-occupied as a principal dwelling
## 16684     Home purchase Not owner-occupied as a principal dwelling
## 16695     Home purchase Not owner-occupied as a principal dwelling
## 16702     Home purchase Not owner-occupied as a principal dwelling
## 16705     Home purchase     Owner-occupied as a principal dwelling
## 16710     Home purchase     Owner-occupied as a principal dwelling
## 16711     Home purchase     Owner-occupied as a principal dwelling
## 16715     Home purchase     Owner-occupied as a principal dwelling
## 16720     Home purchase     Owner-occupied as a principal dwelling
## 16722     Home purchase     Owner-occupied as a principal dwelling
## 16732     Home purchase     Owner-occupied as a principal dwelling
## 16741     Home purchase Not owner-occupied as a principal dwelling
## 16747     Home purchase     Owner-occupied as a principal dwelling
## 16755     Home purchase     Owner-occupied as a principal dwelling
## 16756       Refinancing     Owner-occupied as a principal dwelling
## 16758     Home purchase     Owner-occupied as a principal dwelling
## 16759     Home purchase     Owner-occupied as a principal dwelling
## 16765     Home purchase     Owner-occupied as a principal dwelling
## 16767       Refinancing Not owner-occupied as a principal dwelling
## 16791     Home purchase     Owner-occupied as a principal dwelling
## 16800     Home purchase     Owner-occupied as a principal dwelling
## 16810     Home purchase Not owner-occupied as a principal dwelling
## 16827       Refinancing     Owner-occupied as a principal dwelling
## 16843       Refinancing     Owner-occupied as a principal dwelling
## 16847       Refinancing     Owner-occupied as a principal dwelling
## 16861     Home purchase     Owner-occupied as a principal dwelling
## 16869       Refinancing     Owner-occupied as a principal dwelling
## 16875       Refinancing     Owner-occupied as a principal dwelling
## 16877     Home purchase     Owner-occupied as a principal dwelling
## 16879     Home purchase Not owner-occupied as a principal dwelling
## 16889       Refinancing     Owner-occupied as a principal dwelling
## 16891     Home purchase     Owner-occupied as a principal dwelling
## 16894     Home purchase     Owner-occupied as a principal dwelling
## 16903     Home purchase     Owner-occupied as a principal dwelling
## 16905     Home purchase Not owner-occupied as a principal dwelling
## 16931     Home purchase     Owner-occupied as a principal dwelling
## 16933     Home purchase     Owner-occupied as a principal dwelling
## 16951     Home purchase     Owner-occupied as a principal dwelling
## 16955  Home improvement     Owner-occupied as a principal dwelling
## 16989     Home purchase     Owner-occupied as a principal dwelling
## 17009       Refinancing     Owner-occupied as a principal dwelling
## 17035     Home purchase     Owner-occupied as a principal dwelling
## 17044       Refinancing     Owner-occupied as a principal dwelling
## 17045     Home purchase     Owner-occupied as a principal dwelling
## 17059       Refinancing Not owner-occupied as a principal dwelling
## 17071     Home purchase     Owner-occupied as a principal dwelling
## 17074       Refinancing     Owner-occupied as a principal dwelling
## 17080       Refinancing     Owner-occupied as a principal dwelling
## 17086     Home purchase     Owner-occupied as a principal dwelling
## 17088     Home purchase     Owner-occupied as a principal dwelling
## 17094     Home purchase     Owner-occupied as a principal dwelling
## 17102     Home purchase Not owner-occupied as a principal dwelling
## 17113       Refinancing     Owner-occupied as a principal dwelling
## 17116       Refinancing     Owner-occupied as a principal dwelling
## 17117     Home purchase     Owner-occupied as a principal dwelling
## 17130       Refinancing     Owner-occupied as a principal dwelling
## 17133     Home purchase     Owner-occupied as a principal dwelling
## 17143     Home purchase     Owner-occupied as a principal dwelling
## 17145       Refinancing Not owner-occupied as a principal dwelling
## 17149     Home purchase     Owner-occupied as a principal dwelling
## 17151       Refinancing Not owner-occupied as a principal dwelling
## 17161     Home purchase     Owner-occupied as a principal dwelling
## 17164       Refinancing     Owner-occupied as a principal dwelling
## 17166     Home purchase     Owner-occupied as a principal dwelling
## 17167     Home purchase Not owner-occupied as a principal dwelling
## 17179  Home improvement Not owner-occupied as a principal dwelling
## 17183     Home purchase     Owner-occupied as a principal dwelling
## 17185     Home purchase     Owner-occupied as a principal dwelling
## 17189     Home purchase     Owner-occupied as a principal dwelling
## 17197     Home purchase     Owner-occupied as a principal dwelling
## 17206  Home improvement     Owner-occupied as a principal dwelling
## 17212     Home purchase Not owner-occupied as a principal dwelling
## 17215     Home purchase     Owner-occupied as a principal dwelling
## 17221       Refinancing Not owner-occupied as a principal dwelling
## 17233     Home purchase     Owner-occupied as a principal dwelling
## 17238     Home purchase     Owner-occupied as a principal dwelling
## 17239     Home purchase     Owner-occupied as a principal dwelling
## 17244     Home purchase     Owner-occupied as a principal dwelling
## 17260     Home purchase     Owner-occupied as a principal dwelling
## 17263     Home purchase     Owner-occupied as a principal dwelling
## 17272     Home purchase Not owner-occupied as a principal dwelling
## 17278       Refinancing     Owner-occupied as a principal dwelling
## 17281     Home purchase     Owner-occupied as a principal dwelling
## 17311       Refinancing     Owner-occupied as a principal dwelling
## 17317     Home purchase     Owner-occupied as a principal dwelling
## 17320       Refinancing     Owner-occupied as a principal dwelling
## 17322     Home purchase     Owner-occupied as a principal dwelling
## 17335  Home improvement     Owner-occupied as a principal dwelling
## 17368     Home purchase Not owner-occupied as a principal dwelling
## 17388     Home purchase     Owner-occupied as a principal dwelling
## 17392       Refinancing Not owner-occupied as a principal dwelling
## 17424     Home purchase     Owner-occupied as a principal dwelling
## 17425     Home purchase     Owner-occupied as a principal dwelling
## 17428     Home purchase     Owner-occupied as a principal dwelling
## 17440     Home purchase Not owner-occupied as a principal dwelling
## 17465     Home purchase     Owner-occupied as a principal dwelling
## 17494       Refinancing     Owner-occupied as a principal dwelling
## 17497     Home purchase     Owner-occupied as a principal dwelling
## 17514       Refinancing     Owner-occupied as a principal dwelling
## 17531     Home purchase Not owner-occupied as a principal dwelling
## 17532     Home purchase     Owner-occupied as a principal dwelling
## 17536     Home purchase Not owner-occupied as a principal dwelling
## 17539     Home purchase Not owner-occupied as a principal dwelling
## 17541     Home purchase     Owner-occupied as a principal dwelling
## 17545       Refinancing     Owner-occupied as a principal dwelling
## 17557     Home purchase     Owner-occupied as a principal dwelling
## 17560       Refinancing Not owner-occupied as a principal dwelling
## 17562     Home purchase     Owner-occupied as a principal dwelling
## 17578       Refinancing     Owner-occupied as a principal dwelling
## 17584     Home purchase     Owner-occupied as a principal dwelling
## 17587     Home purchase     Owner-occupied as a principal dwelling
## 17591     Home purchase     Owner-occupied as a principal dwelling
## 17592     Home purchase     Owner-occupied as a principal dwelling
## 17594     Home purchase Not owner-occupied as a principal dwelling
## 17602       Refinancing     Owner-occupied as a principal dwelling
## 17617     Home purchase     Owner-occupied as a principal dwelling
## 17630     Home purchase     Owner-occupied as a principal dwelling
## 17635     Home purchase     Owner-occupied as a principal dwelling
## 17643     Home purchase     Owner-occupied as a principal dwelling
## 17644     Home purchase     Owner-occupied as a principal dwelling
## 17645     Home purchase     Owner-occupied as a principal dwelling
## 17647       Refinancing     Owner-occupied as a principal dwelling
## 17650       Refinancing     Owner-occupied as a principal dwelling
## 17656       Refinancing     Owner-occupied as a principal dwelling
## 17659     Home purchase     Owner-occupied as a principal dwelling
## 17665     Home purchase Not owner-occupied as a principal dwelling
## 17674     Home purchase     Owner-occupied as a principal dwelling
## 17675     Home purchase     Owner-occupied as a principal dwelling
## 17683     Home purchase     Owner-occupied as a principal dwelling
## 17689     Home purchase     Owner-occupied as a principal dwelling
## 17698     Home purchase     Owner-occupied as a principal dwelling
## 17701     Home purchase     Owner-occupied as a principal dwelling
## 17707     Home purchase     Owner-occupied as a principal dwelling
## 17713     Home purchase     Owner-occupied as a principal dwelling
## 17719     Home purchase     Owner-occupied as a principal dwelling
## 17737     Home purchase     Owner-occupied as a principal dwelling
## 17746     Home purchase     Owner-occupied as a principal dwelling
## 17759     Home purchase     Owner-occupied as a principal dwelling
## 17765     Home purchase     Owner-occupied as a principal dwelling
## 17767       Refinancing     Owner-occupied as a principal dwelling
## 17788     Home purchase Not owner-occupied as a principal dwelling
## 17800     Home purchase     Owner-occupied as a principal dwelling
## 17804       Refinancing     Owner-occupied as a principal dwelling
## 17807       Refinancing     Owner-occupied as a principal dwelling
## 17819  Home improvement Not owner-occupied as a principal dwelling
## 17830       Refinancing Not owner-occupied as a principal dwelling
## 17833     Home purchase Not owner-occupied as a principal dwelling
## 17836       Refinancing     Owner-occupied as a principal dwelling
## 17837     Home purchase     Owner-occupied as a principal dwelling
## 17849     Home purchase Not owner-occupied as a principal dwelling
## 17851       Refinancing     Owner-occupied as a principal dwelling
## 17855     Home purchase     Owner-occupied as a principal dwelling
## 17859     Home purchase     Owner-occupied as a principal dwelling
## 17863     Home purchase Not owner-occupied as a principal dwelling
## 17869     Home purchase     Owner-occupied as a principal dwelling
## 17872     Home purchase Not owner-occupied as a principal dwelling
## 17877     Home purchase Not owner-occupied as a principal dwelling
## 17890     Home purchase     Owner-occupied as a principal dwelling
## 17893     Home purchase     Owner-occupied as a principal dwelling
## 17911     Home purchase Not owner-occupied as a principal dwelling
## 17913     Home purchase     Owner-occupied as a principal dwelling
## 17920       Refinancing Not owner-occupied as a principal dwelling
## 17932       Refinancing Not owner-occupied as a principal dwelling
## 17939       Refinancing Not owner-occupied as a principal dwelling
## 17983     Home purchase     Owner-occupied as a principal dwelling
## 17986     Home purchase     Owner-occupied as a principal dwelling
## 18016     Home purchase     Owner-occupied as a principal dwelling
## 18034     Home purchase     Owner-occupied as a principal dwelling
## 18045     Home purchase     Owner-occupied as a principal dwelling
## 18057     Home purchase     Owner-occupied as a principal dwelling
## 18082       Refinancing Not owner-occupied as a principal dwelling
## 18085     Home purchase     Owner-occupied as a principal dwelling
## 18091     Home purchase     Owner-occupied as a principal dwelling
## 18095     Home purchase Not owner-occupied as a principal dwelling
## 18106     Home purchase     Owner-occupied as a principal dwelling
## 18108     Home purchase     Owner-occupied as a principal dwelling
## 18113     Home purchase     Owner-occupied as a principal dwelling
## 18115     Home purchase     Owner-occupied as a principal dwelling
## 18124     Home purchase Not owner-occupied as a principal dwelling
## 18130       Refinancing     Owner-occupied as a principal dwelling
## 18137     Home purchase     Owner-occupied as a principal dwelling
## 18142     Home purchase     Owner-occupied as a principal dwelling
## 18147       Refinancing     Owner-occupied as a principal dwelling
## 18161     Home purchase     Owner-occupied as a principal dwelling
## 18165     Home purchase     Owner-occupied as a principal dwelling
## 18175       Refinancing Not owner-occupied as a principal dwelling
## 18177     Home purchase     Owner-occupied as a principal dwelling
## 18178     Home purchase Not owner-occupied as a principal dwelling
## 18184     Home purchase     Owner-occupied as a principal dwelling
## 18187  Home improvement     Owner-occupied as a principal dwelling
## 18190     Home purchase Not owner-occupied as a principal dwelling
## 18199     Home purchase     Owner-occupied as a principal dwelling
## 18207     Home purchase     Owner-occupied as a principal dwelling
## 18208       Refinancing     Owner-occupied as a principal dwelling
## 18209     Home purchase     Owner-occupied as a principal dwelling
## 18211       Refinancing     Owner-occupied as a principal dwelling
## 18227       Refinancing     Owner-occupied as a principal dwelling
## 18250     Home purchase     Owner-occupied as a principal dwelling
## 18265       Refinancing     Owner-occupied as a principal dwelling
## 18271     Home purchase     Owner-occupied as a principal dwelling
## 18277     Home purchase     Owner-occupied as a principal dwelling
## 18283     Home purchase     Owner-occupied as a principal dwelling
## 18285     Home purchase     Owner-occupied as a principal dwelling
## 18305     Home purchase     Owner-occupied as a principal dwelling
## 18325     Home purchase     Owner-occupied as a principal dwelling
## 18331  Home improvement Not owner-occupied as a principal dwelling
## 18334     Home purchase     Owner-occupied as a principal dwelling
## 18345     Home purchase Not owner-occupied as a principal dwelling
## 18349     Home purchase     Owner-occupied as a principal dwelling
## 18352     Home purchase     Owner-occupied as a principal dwelling
## 18371     Home purchase     Owner-occupied as a principal dwelling
## 18373     Home purchase     Owner-occupied as a principal dwelling
## 18379     Home purchase     Owner-occupied as a principal dwelling
## 18381     Home purchase     Owner-occupied as a principal dwelling
## 18385       Refinancing     Owner-occupied as a principal dwelling
## 18389     Home purchase     Owner-occupied as a principal dwelling
## 18412     Home purchase Not owner-occupied as a principal dwelling
## 18442     Home purchase     Owner-occupied as a principal dwelling
## 18447     Home purchase     Owner-occupied as a principal dwelling
## 18470       Refinancing Not owner-occupied as a principal dwelling
## 18478     Home purchase     Owner-occupied as a principal dwelling
## 18495       Refinancing     Owner-occupied as a principal dwelling
## 18499       Refinancing     Owner-occupied as a principal dwelling
## 18507       Refinancing     Owner-occupied as a principal dwelling
## 18516     Home purchase     Owner-occupied as a principal dwelling
## 18517     Home purchase     Owner-occupied as a principal dwelling
## 18521     Home purchase Not owner-occupied as a principal dwelling
## 18538     Home purchase     Owner-occupied as a principal dwelling
## 18539       Refinancing     Owner-occupied as a principal dwelling
## 18541       Refinancing Not owner-occupied as a principal dwelling
## 18549     Home purchase Not owner-occupied as a principal dwelling
## 18550     Home purchase                             Not applicable
## 18555       Refinancing Not owner-occupied as a principal dwelling
## 18579       Refinancing     Owner-occupied as a principal dwelling
## 18585     Home purchase     Owner-occupied as a principal dwelling
## 18589     Home purchase     Owner-occupied as a principal dwelling
## 18595       Refinancing Not owner-occupied as a principal dwelling
## 18603     Home purchase     Owner-occupied as a principal dwelling
## 18615     Home purchase     Owner-occupied as a principal dwelling
## 18623     Home purchase     Owner-occupied as a principal dwelling
## 18626     Home purchase     Owner-occupied as a principal dwelling
## 18627       Refinancing     Owner-occupied as a principal dwelling
## 18647     Home purchase     Owner-occupied as a principal dwelling
## 18652     Home purchase     Owner-occupied as a principal dwelling
## 18658       Refinancing Not owner-occupied as a principal dwelling
## 18659     Home purchase     Owner-occupied as a principal dwelling
## 18673     Home purchase     Owner-occupied as a principal dwelling
## 18682       Refinancing     Owner-occupied as a principal dwelling
## 18688       Refinancing     Owner-occupied as a principal dwelling
## 18703     Home purchase     Owner-occupied as a principal dwelling
## 18712     Home purchase     Owner-occupied as a principal dwelling
## 18717  Home improvement     Owner-occupied as a principal dwelling
## 18718     Home purchase     Owner-occupied as a principal dwelling
## 18724     Home purchase Not owner-occupied as a principal dwelling
## 18753       Refinancing     Owner-occupied as a principal dwelling
## 18759  Home improvement     Owner-occupied as a principal dwelling
## 18760     Home purchase     Owner-occupied as a principal dwelling
## 18775     Home purchase Not owner-occupied as a principal dwelling
## 18787     Home purchase     Owner-occupied as a principal dwelling
## 18793     Home purchase     Owner-occupied as a principal dwelling
## 18795     Home purchase     Owner-occupied as a principal dwelling
## 18811     Home purchase     Owner-occupied as a principal dwelling
## 18820       Refinancing     Owner-occupied as a principal dwelling
## 18838       Refinancing     Owner-occupied as a principal dwelling
## 18844       Refinancing     Owner-occupied as a principal dwelling
## 18850     Home purchase     Owner-occupied as a principal dwelling
## 18865     Home purchase     Owner-occupied as a principal dwelling
## 18878     Home purchase Not owner-occupied as a principal dwelling
## 18898     Home purchase     Owner-occupied as a principal dwelling
## 18909  Home improvement     Owner-occupied as a principal dwelling
## 18915       Refinancing     Owner-occupied as a principal dwelling
## 18951     Home purchase     Owner-occupied as a principal dwelling
## 18970       Refinancing     Owner-occupied as a principal dwelling
## 18991     Home purchase Not owner-occupied as a principal dwelling
## 18992       Refinancing     Owner-occupied as a principal dwelling
## 18993     Home purchase     Owner-occupied as a principal dwelling
## 18999       Refinancing     Owner-occupied as a principal dwelling
## 19000     Home purchase     Owner-occupied as a principal dwelling
## 19006     Home purchase     Owner-occupied as a principal dwelling
## 19024       Refinancing     Owner-occupied as a principal dwelling
## 19028       Refinancing Not owner-occupied as a principal dwelling
## 19037     Home purchase Not owner-occupied as a principal dwelling
## 19053     Home purchase     Owner-occupied as a principal dwelling
## 19060     Home purchase     Owner-occupied as a principal dwelling
## 19061     Home purchase     Owner-occupied as a principal dwelling
## 19069     Home purchase     Owner-occupied as a principal dwelling
## 19073     Home purchase Not owner-occupied as a principal dwelling
## 19087     Home purchase     Owner-occupied as a principal dwelling
## 19091       Refinancing Not owner-occupied as a principal dwelling
## 19096     Home purchase     Owner-occupied as a principal dwelling
## 19105       Refinancing     Owner-occupied as a principal dwelling
## 19120     Home purchase     Owner-occupied as a principal dwelling
## 19123     Home purchase     Owner-occupied as a principal dwelling
## 19129     Home purchase     Owner-occupied as a principal dwelling
## 19141       Refinancing Not owner-occupied as a principal dwelling
## 19142       Refinancing Not owner-occupied as a principal dwelling
## 19168       Refinancing Not owner-occupied as a principal dwelling
## 19177     Home purchase     Owner-occupied as a principal dwelling
## 19198     Home purchase     Owner-occupied as a principal dwelling
## 19204       Refinancing     Owner-occupied as a principal dwelling
## 19219     Home purchase Not owner-occupied as a principal dwelling
## 19225     Home purchase     Owner-occupied as a principal dwelling
## 19228     Home purchase Not owner-occupied as a principal dwelling
## 19249     Home purchase Not owner-occupied as a principal dwelling
## 19263       Refinancing     Owner-occupied as a principal dwelling
## 19267       Refinancing Not owner-occupied as a principal dwelling
## 19269     Home purchase Not owner-occupied as a principal dwelling
## 19273     Home purchase     Owner-occupied as a principal dwelling
## 19291     Home purchase     Owner-occupied as a principal dwelling
## 19297       Refinancing     Owner-occupied as a principal dwelling
## 19325     Home purchase     Owner-occupied as a principal dwelling
## 19334     Home purchase Not owner-occupied as a principal dwelling
## 19348     Home purchase     Owner-occupied as a principal dwelling
## 19367     Home purchase Not owner-occupied as a principal dwelling
## 19369     Home purchase     Owner-occupied as a principal dwelling
## 19384       Refinancing     Owner-occupied as a principal dwelling
## 19387     Home purchase Not owner-occupied as a principal dwelling
## 19393     Home purchase     Owner-occupied as a principal dwelling
## 19397     Home purchase Not owner-occupied as a principal dwelling
## 19405     Home purchase     Owner-occupied as a principal dwelling
## 19411       Refinancing Not owner-occupied as a principal dwelling
## 19414     Home purchase Not owner-occupied as a principal dwelling
## 19423     Home purchase     Owner-occupied as a principal dwelling
## 19437     Home purchase Not owner-occupied as a principal dwelling
## 19438       Refinancing     Owner-occupied as a principal dwelling
## 19441     Home purchase     Owner-occupied as a principal dwelling
## 19447       Refinancing     Owner-occupied as a principal dwelling
## 19451     Home purchase     Owner-occupied as a principal dwelling
## 19454  Home improvement                             Not applicable
## 19486       Refinancing     Owner-occupied as a principal dwelling
## 19489       Refinancing Not owner-occupied as a principal dwelling
## 19516     Home purchase     Owner-occupied as a principal dwelling
## 19519     Home purchase     Owner-occupied as a principal dwelling
## 19546     Home purchase     Owner-occupied as a principal dwelling
## 19587     Home purchase     Owner-occupied as a principal dwelling
## 19602     Home purchase     Owner-occupied as a principal dwelling
## 19603     Home purchase     Owner-occupied as a principal dwelling
## 19611       Refinancing     Owner-occupied as a principal dwelling
## 19629       Refinancing     Owner-occupied as a principal dwelling
## 19655     Home purchase     Owner-occupied as a principal dwelling
## 19657       Refinancing     Owner-occupied as a principal dwelling
## 19675     Home purchase     Owner-occupied as a principal dwelling
## 19682       Refinancing Not owner-occupied as a principal dwelling
## 19691  Home improvement     Owner-occupied as a principal dwelling
## 19701     Home purchase     Owner-occupied as a principal dwelling
## 19709     Home purchase     Owner-occupied as a principal dwelling
## 19715     Home purchase     Owner-occupied as a principal dwelling
## 19720     Home purchase     Owner-occupied as a principal dwelling
## 19723     Home purchase     Owner-occupied as a principal dwelling
## 19729       Refinancing     Owner-occupied as a principal dwelling
## 19735     Home purchase     Owner-occupied as a principal dwelling
## 19753       Refinancing Not owner-occupied as a principal dwelling
## 19754     Home purchase     Owner-occupied as a principal dwelling
## 19756     Home purchase     Owner-occupied as a principal dwelling
## 19761     Home purchase     Owner-occupied as a principal dwelling
## 19762       Refinancing     Owner-occupied as a principal dwelling
## 19763  Home improvement     Owner-occupied as a principal dwelling
## 19765       Refinancing     Owner-occupied as a principal dwelling
## 19786       Refinancing     Owner-occupied as a principal dwelling
## 19789     Home purchase     Owner-occupied as a principal dwelling
## 19801       Refinancing Not owner-occupied as a principal dwelling
## 19807     Home purchase     Owner-occupied as a principal dwelling
## 19811     Home purchase     Owner-occupied as a principal dwelling
## 19816     Home purchase Not owner-occupied as a principal dwelling
## 19817     Home purchase     Owner-occupied as a principal dwelling
## 19819     Home purchase     Owner-occupied as a principal dwelling
## 19823     Home purchase     Owner-occupied as a principal dwelling
## 19835     Home purchase Not owner-occupied as a principal dwelling
## 19843     Home purchase     Owner-occupied as a principal dwelling
## 19849     Home purchase     Owner-occupied as a principal dwelling
## 19855     Home purchase     Owner-occupied as a principal dwelling
## 19859     Home purchase     Owner-occupied as a principal dwelling
## 19861       Refinancing     Owner-occupied as a principal dwelling
## 19867     Home purchase     Owner-occupied as a principal dwelling
## 19873  Home improvement Not owner-occupied as a principal dwelling
## 19887     Home purchase     Owner-occupied as a principal dwelling
## 19895     Home purchase     Owner-occupied as a principal dwelling
## 19899  Home improvement     Owner-occupied as a principal dwelling
## 19901       Refinancing     Owner-occupied as a principal dwelling
## 19909       Refinancing     Owner-occupied as a principal dwelling
## 19925     Home purchase     Owner-occupied as a principal dwelling
## 19939  Home improvement Not owner-occupied as a principal dwelling
## 19940       Refinancing     Owner-occupied as a principal dwelling
## 19945     Home purchase     Owner-occupied as a principal dwelling
## 19981     Home purchase     Owner-occupied as a principal dwelling
## 19999     Home purchase     Owner-occupied as a principal dwelling
## 20027       Refinancing     Owner-occupied as a principal dwelling
## 20032     Home purchase Not owner-occupied as a principal dwelling
## 20035     Home purchase Not owner-occupied as a principal dwelling
## 20044     Home purchase     Owner-occupied as a principal dwelling
## 20060  Home improvement     Owner-occupied as a principal dwelling
## 20061     Home purchase     Owner-occupied as a principal dwelling
## 20063     Home purchase     Owner-occupied as a principal dwelling
## 20072     Home purchase     Owner-occupied as a principal dwelling
## 20080     Home purchase     Owner-occupied as a principal dwelling
## 20081     Home purchase     Owner-occupied as a principal dwelling
## 20104     Home purchase     Owner-occupied as a principal dwelling
## 20116       Refinancing     Owner-occupied as a principal dwelling
## 20136     Home purchase     Owner-occupied as a principal dwelling
## 20166     Home purchase     Owner-occupied as a principal dwelling
## 20167       Refinancing     Owner-occupied as a principal dwelling
## 20175     Home purchase Not owner-occupied as a principal dwelling
## 20181       Refinancing     Owner-occupied as a principal dwelling
## 20184     Home purchase     Owner-occupied as a principal dwelling
## 20185     Home purchase     Owner-occupied as a principal dwelling
## 20187     Home purchase     Owner-occupied as a principal dwelling
## 20198     Home purchase Not owner-occupied as a principal dwelling
## 20203     Home purchase Not owner-occupied as a principal dwelling
## 20206     Home purchase     Owner-occupied as a principal dwelling
## 20218     Home purchase     Owner-occupied as a principal dwelling
## 20227       Refinancing     Owner-occupied as a principal dwelling
## 20231     Home purchase     Owner-occupied as a principal dwelling
## 20233       Refinancing     Owner-occupied as a principal dwelling
## 20236     Home purchase     Owner-occupied as a principal dwelling
## 20237     Home purchase     Owner-occupied as a principal dwelling
## 20250     Home purchase     Owner-occupied as a principal dwelling
## 20299       Refinancing     Owner-occupied as a principal dwelling
## 20301       Refinancing     Owner-occupied as a principal dwelling
## 20302       Refinancing     Owner-occupied as a principal dwelling
## 20308     Home purchase     Owner-occupied as a principal dwelling
## 20326     Home purchase     Owner-occupied as a principal dwelling
## 20332  Home improvement     Owner-occupied as a principal dwelling
## 20339     Home purchase     Owner-occupied as a principal dwelling
## 20341     Home purchase     Owner-occupied as a principal dwelling
## 20367       Refinancing     Owner-occupied as a principal dwelling
## 20393     Home purchase     Owner-occupied as a principal dwelling
## 20395     Home purchase Not owner-occupied as a principal dwelling
## 20398     Home purchase     Owner-occupied as a principal dwelling
## 20399  Home improvement     Owner-occupied as a principal dwelling
## 20401     Home purchase     Owner-occupied as a principal dwelling
## 20409     Home purchase Not owner-occupied as a principal dwelling
## 20410  Home improvement Not owner-occupied as a principal dwelling
## 20416     Home purchase     Owner-occupied as a principal dwelling
## 20418     Home purchase     Owner-occupied as a principal dwelling
## 20428       Refinancing     Owner-occupied as a principal dwelling
## 20433       Refinancing     Owner-occupied as a principal dwelling
## 20439     Home purchase     Owner-occupied as a principal dwelling
## 20449     Home purchase     Owner-occupied as a principal dwelling
## 20459       Refinancing     Owner-occupied as a principal dwelling
## 20469     Home purchase     Owner-occupied as a principal dwelling
## 20488     Home purchase     Owner-occupied as a principal dwelling
## 20501       Refinancing     Owner-occupied as a principal dwelling
## 20511     Home purchase     Owner-occupied as a principal dwelling
## 20516     Home purchase     Owner-occupied as a principal dwelling
## 20517       Refinancing     Owner-occupied as a principal dwelling
## 20519     Home purchase     Owner-occupied as a principal dwelling
## 20521     Home purchase Not owner-occupied as a principal dwelling
## 20523       Refinancing     Owner-occupied as a principal dwelling
## 20524       Refinancing     Owner-occupied as a principal dwelling
## 20545       Refinancing     Owner-occupied as a principal dwelling
## 20560     Home purchase     Owner-occupied as a principal dwelling
## 20561     Home purchase     Owner-occupied as a principal dwelling
## 20579     Home purchase     Owner-occupied as a principal dwelling
## 20592       Refinancing     Owner-occupied as a principal dwelling
## 20596     Home purchase     Owner-occupied as a principal dwelling
## 20605       Refinancing Not owner-occupied as a principal dwelling
## 20621       Refinancing     Owner-occupied as a principal dwelling
## 20631     Home purchase Not owner-occupied as a principal dwelling
## 20644     Home purchase     Owner-occupied as a principal dwelling
## 20653       Refinancing     Owner-occupied as a principal dwelling
## 20685     Home purchase     Owner-occupied as a principal dwelling
## 20686     Home purchase Not owner-occupied as a principal dwelling
## 20701     Home purchase     Owner-occupied as a principal dwelling
## 20703       Refinancing     Owner-occupied as a principal dwelling
## 20716     Home purchase     Owner-occupied as a principal dwelling
## 20723     Home purchase     Owner-occupied as a principal dwelling
## 20728     Home purchase     Owner-occupied as a principal dwelling
## 20740  Home improvement     Owner-occupied as a principal dwelling
## 20745       Refinancing     Owner-occupied as a principal dwelling
## 20765     Home purchase Not owner-occupied as a principal dwelling
## 20795     Home purchase Not owner-occupied as a principal dwelling
## 20812  Home improvement     Owner-occupied as a principal dwelling
## 20815     Home purchase     Owner-occupied as a principal dwelling
## 20824     Home purchase     Owner-occupied as a principal dwelling
## 20836     Home purchase     Owner-occupied as a principal dwelling
## 20841       Refinancing     Owner-occupied as a principal dwelling
## 20845       Refinancing     Owner-occupied as a principal dwelling
## 20849     Home purchase     Owner-occupied as a principal dwelling
## 20853       Refinancing Not owner-occupied as a principal dwelling
## 20872     Home purchase     Owner-occupied as a principal dwelling
## 20886     Home purchase     Owner-occupied as a principal dwelling
## 20897  Home improvement     Owner-occupied as a principal dwelling
## 20907       Refinancing     Owner-occupied as a principal dwelling
## 20917     Home purchase     Owner-occupied as a principal dwelling
## 20920     Home purchase     Owner-occupied as a principal dwelling
## 20926     Home purchase Not owner-occupied as a principal dwelling
## 20944       Refinancing     Owner-occupied as a principal dwelling
## 20962     Home purchase Not owner-occupied as a principal dwelling
## 20968       Refinancing     Owner-occupied as a principal dwelling
## 20980       Refinancing Not owner-occupied as a principal dwelling
## 20992       Refinancing     Owner-occupied as a principal dwelling
## 21003     Home purchase Not owner-occupied as a principal dwelling
## 21013     Home purchase     Owner-occupied as a principal dwelling
## 21027     Home purchase     Owner-occupied as a principal dwelling
## 21028     Home purchase     Owner-occupied as a principal dwelling
## 21046       Refinancing     Owner-occupied as a principal dwelling
## 21049       Refinancing     Owner-occupied as a principal dwelling
## 21056     Home purchase Not owner-occupied as a principal dwelling
## 21095     Home purchase     Owner-occupied as a principal dwelling
## 21103     Home purchase     Owner-occupied as a principal dwelling
## 21106     Home purchase Not owner-occupied as a principal dwelling
## 21115     Home purchase     Owner-occupied as a principal dwelling
## 21117  Home improvement     Owner-occupied as a principal dwelling
## 21127  Home improvement     Owner-occupied as a principal dwelling
## 21141     Home purchase     Owner-occupied as a principal dwelling
## 21148     Home purchase     Owner-occupied as a principal dwelling
## 21153       Refinancing     Owner-occupied as a principal dwelling
## 21155     Home purchase     Owner-occupied as a principal dwelling
## 21166     Home purchase     Owner-occupied as a principal dwelling
## 21172       Refinancing     Owner-occupied as a principal dwelling
## 21173       Refinancing     Owner-occupied as a principal dwelling
## 21178       Refinancing     Owner-occupied as a principal dwelling
## 21185     Home purchase Not owner-occupied as a principal dwelling
## 21202     Home purchase     Owner-occupied as a principal dwelling
## 21208       Refinancing     Owner-occupied as a principal dwelling
## 21217     Home purchase     Owner-occupied as a principal dwelling
## 21219       Refinancing Not owner-occupied as a principal dwelling
## 21220     Home purchase     Owner-occupied as a principal dwelling
## 21229       Refinancing     Owner-occupied as a principal dwelling
## 21231     Home purchase Not owner-occupied as a principal dwelling
## 21255       Refinancing     Owner-occupied as a principal dwelling
## 21256       Refinancing Not owner-occupied as a principal dwelling
## 21261     Home purchase     Owner-occupied as a principal dwelling
## 21269  Home improvement Not owner-occupied as a principal dwelling
## 21271     Home purchase     Owner-occupied as a principal dwelling
## 21277       Refinancing Not owner-occupied as a principal dwelling
## 21280     Home purchase     Owner-occupied as a principal dwelling
## 21292     Home purchase     Owner-occupied as a principal dwelling
## 21295     Home purchase     Owner-occupied as a principal dwelling
## 21305       Refinancing Not owner-occupied as a principal dwelling
## 21319  Home improvement     Owner-occupied as a principal dwelling
## 21327       Refinancing     Owner-occupied as a principal dwelling
## 21328     Home purchase     Owner-occupied as a principal dwelling
## 21346     Home purchase     Owner-occupied as a principal dwelling
## 21364     Home purchase Not owner-occupied as a principal dwelling
## 21377     Home purchase Not owner-occupied as a principal dwelling
## 21391     Home purchase     Owner-occupied as a principal dwelling
## 21415     Home purchase     Owner-occupied as a principal dwelling
## 21429     Home purchase Not owner-occupied as a principal dwelling
## 21439     Home purchase     Owner-occupied as a principal dwelling
## 21445     Home purchase     Owner-occupied as a principal dwelling
## 21457       Refinancing Not owner-occupied as a principal dwelling
## 21487     Home purchase     Owner-occupied as a principal dwelling
## 21505     Home purchase     Owner-occupied as a principal dwelling
## 21511     Home purchase     Owner-occupied as a principal dwelling
## 21522       Refinancing     Owner-occupied as a principal dwelling
## 21532     Home purchase     Owner-occupied as a principal dwelling
## 21533       Refinancing     Owner-occupied as a principal dwelling
## 21538     Home purchase Not owner-occupied as a principal dwelling
## 21545     Home purchase     Owner-occupied as a principal dwelling
## 21557     Home purchase     Owner-occupied as a principal dwelling
## 21563     Home purchase     Owner-occupied as a principal dwelling
## 21571     Home purchase     Owner-occupied as a principal dwelling
## 21574     Home purchase     Owner-occupied as a principal dwelling
## 21575       Refinancing     Owner-occupied as a principal dwelling
## 21587     Home purchase     Owner-occupied as a principal dwelling
## 21589     Home purchase     Owner-occupied as a principal dwelling
## 21592       Refinancing     Owner-occupied as a principal dwelling
## 21597     Home purchase     Owner-occupied as a principal dwelling
## 21607     Home purchase     Owner-occupied as a principal dwelling
## 21609     Home purchase Not owner-occupied as a principal dwelling
## 21622       Refinancing     Owner-occupied as a principal dwelling
## 21635       Refinancing     Owner-occupied as a principal dwelling
## 21638  Home improvement     Owner-occupied as a principal dwelling
## 21643       Refinancing     Owner-occupied as a principal dwelling
## 21664     Home purchase     Owner-occupied as a principal dwelling
## 21679     Home purchase Not owner-occupied as a principal dwelling
## 21712       Refinancing Not owner-occupied as a principal dwelling
## 21713     Home purchase     Owner-occupied as a principal dwelling
## 21718       Refinancing     Owner-occupied as a principal dwelling
## 21721     Home purchase     Owner-occupied as a principal dwelling
## 21723     Home purchase Not owner-occupied as a principal dwelling
## 21725     Home purchase     Owner-occupied as a principal dwelling
## 21727     Home purchase     Owner-occupied as a principal dwelling
## 21733     Home purchase     Owner-occupied as a principal dwelling
## 21736     Home purchase Not owner-occupied as a principal dwelling
## 21739     Home purchase Not owner-occupied as a principal dwelling
## 21743       Refinancing Not owner-occupied as a principal dwelling
## 21745     Home purchase Not owner-occupied as a principal dwelling
## 21751     Home purchase     Owner-occupied as a principal dwelling
## 21760     Home purchase     Owner-occupied as a principal dwelling
## 21778     Home purchase     Owner-occupied as a principal dwelling
## 21787     Home purchase     Owner-occupied as a principal dwelling
## 21797     Home purchase     Owner-occupied as a principal dwelling
## 21808       Refinancing     Owner-occupied as a principal dwelling
## 21822     Home purchase     Owner-occupied as a principal dwelling
## 21839       Refinancing     Owner-occupied as a principal dwelling
## 21856     Home purchase Not owner-occupied as a principal dwelling
## 21871       Refinancing     Owner-occupied as a principal dwelling
## 21877     Home purchase     Owner-occupied as a principal dwelling
## 21881       Refinancing     Owner-occupied as a principal dwelling
## 21886       Refinancing     Owner-occupied as a principal dwelling
## 21903     Home purchase     Owner-occupied as a principal dwelling
## 21905       Refinancing     Owner-occupied as a principal dwelling
## 21909     Home purchase     Owner-occupied as a principal dwelling
## 21921     Home purchase     Owner-occupied as a principal dwelling
## 21931     Home purchase     Owner-occupied as a principal dwelling
## 21940     Home purchase     Owner-occupied as a principal dwelling
## 21969     Home purchase Not owner-occupied as a principal dwelling
## 21975     Home purchase     Owner-occupied as a principal dwelling
## 21995     Home purchase     Owner-occupied as a principal dwelling
## 21996       Refinancing     Owner-occupied as a principal dwelling
## 22054       Refinancing     Owner-occupied as a principal dwelling
## 22066       Refinancing     Owner-occupied as a principal dwelling
## 22095     Home purchase     Owner-occupied as a principal dwelling
## 22102     Home purchase     Owner-occupied as a principal dwelling
## 22105     Home purchase     Owner-occupied as a principal dwelling
## 22108     Home purchase     Owner-occupied as a principal dwelling
## 22153     Home purchase Not owner-occupied as a principal dwelling
## 22204       Refinancing     Owner-occupied as a principal dwelling
## 22215     Home purchase Not owner-occupied as a principal dwelling
## 22265     Home purchase     Owner-occupied as a principal dwelling
## 22271     Home purchase     Owner-occupied as a principal dwelling
## 22291       Refinancing     Owner-occupied as a principal dwelling
## 22294     Home purchase     Owner-occupied as a principal dwelling
## 22303       Refinancing     Owner-occupied as a principal dwelling
## 22307     Home purchase     Owner-occupied as a principal dwelling
## 22329       Refinancing     Owner-occupied as a principal dwelling
## 22333     Home purchase     Owner-occupied as a principal dwelling
## 22336     Home purchase     Owner-occupied as a principal dwelling
## 22339       Refinancing Not owner-occupied as a principal dwelling
## 22343     Home purchase     Owner-occupied as a principal dwelling
## 22347     Home purchase     Owner-occupied as a principal dwelling
## 22348     Home purchase     Owner-occupied as a principal dwelling
## 22355     Home purchase     Owner-occupied as a principal dwelling
## 22361       Refinancing     Owner-occupied as a principal dwelling
## 22373     Home purchase     Owner-occupied as a principal dwelling
## 22395       Refinancing     Owner-occupied as a principal dwelling
## 22400       Refinancing     Owner-occupied as a principal dwelling
## 22411  Home improvement     Owner-occupied as a principal dwelling
## 22413       Refinancing     Owner-occupied as a principal dwelling
## 22414     Home purchase     Owner-occupied as a principal dwelling
## 22427       Refinancing     Owner-occupied as a principal dwelling
## 22433       Refinancing     Owner-occupied as a principal dwelling
## 22435     Home purchase     Owner-occupied as a principal dwelling
## 22453       Refinancing     Owner-occupied as a principal dwelling
## 22455     Home purchase     Owner-occupied as a principal dwelling
## 22463     Home purchase     Owner-occupied as a principal dwelling
## 22468     Home purchase     Owner-occupied as a principal dwelling
## 22475     Home purchase     Owner-occupied as a principal dwelling
## 22492       Refinancing     Owner-occupied as a principal dwelling
## 22497     Home purchase     Owner-occupied as a principal dwelling
## 22503       Refinancing     Owner-occupied as a principal dwelling
## 22515       Refinancing     Owner-occupied as a principal dwelling
## 22517     Home purchase     Owner-occupied as a principal dwelling
## 22522       Refinancing     Owner-occupied as a principal dwelling
## 22526       Refinancing Not owner-occupied as a principal dwelling
## 22528     Home purchase     Owner-occupied as a principal dwelling
## 22535       Refinancing Not owner-occupied as a principal dwelling
## 22537       Refinancing     Owner-occupied as a principal dwelling
## 22547     Home purchase Not owner-occupied as a principal dwelling
## 22551  Home improvement     Owner-occupied as a principal dwelling
## 22552       Refinancing     Owner-occupied as a principal dwelling
## 22558       Refinancing     Owner-occupied as a principal dwelling
## 22567     Home purchase     Owner-occupied as a principal dwelling
## 22576     Home purchase Not owner-occupied as a principal dwelling
## 22579     Home purchase     Owner-occupied as a principal dwelling
## 22583       Refinancing     Owner-occupied as a principal dwelling
## 22589     Home purchase     Owner-occupied as a principal dwelling
## 22591     Home purchase     Owner-occupied as a principal dwelling
## 22595     Home purchase Not owner-occupied as a principal dwelling
## 22606     Home purchase Not owner-occupied as a principal dwelling
## 22612       Refinancing     Owner-occupied as a principal dwelling
## 22615       Refinancing     Owner-occupied as a principal dwelling
## 22619     Home purchase     Owner-occupied as a principal dwelling
## 22624       Refinancing     Owner-occupied as a principal dwelling
## 22636     Home purchase     Owner-occupied as a principal dwelling
## 22637     Home purchase     Owner-occupied as a principal dwelling
## 22643     Home purchase     Owner-occupied as a principal dwelling
## 22648     Home purchase Not owner-occupied as a principal dwelling
## 22651       Refinancing     Owner-occupied as a principal dwelling
## 22665  Home improvement Not owner-occupied as a principal dwelling
## 22666     Home purchase     Owner-occupied as a principal dwelling
## 22677       Refinancing     Owner-occupied as a principal dwelling
## 22679  Home improvement     Owner-occupied as a principal dwelling
## 22681       Refinancing Not owner-occupied as a principal dwelling
## 22684     Home purchase Not owner-occupied as a principal dwelling
## 22685     Home purchase     Owner-occupied as a principal dwelling
## 22695     Home purchase     Owner-occupied as a principal dwelling
## 22696       Refinancing     Owner-occupied as a principal dwelling
## 22697     Home purchase     Owner-occupied as a principal dwelling
## 22709     Home purchase     Owner-occupied as a principal dwelling
## 22711       Refinancing     Owner-occupied as a principal dwelling
## 22715     Home purchase Not owner-occupied as a principal dwelling
## 22717       Refinancing     Owner-occupied as a principal dwelling
## 22723     Home purchase     Owner-occupied as a principal dwelling
## 22735     Home purchase     Owner-occupied as a principal dwelling
## 22738     Home purchase     Owner-occupied as a principal dwelling
## 22741     Home purchase     Owner-occupied as a principal dwelling
## 22744  Home improvement Not owner-occupied as a principal dwelling
## 22745       Refinancing     Owner-occupied as a principal dwelling
## 22756       Refinancing     Owner-occupied as a principal dwelling
## 22762     Home purchase     Owner-occupied as a principal dwelling
## 22763       Refinancing Not owner-occupied as a principal dwelling
## 22767     Home purchase     Owner-occupied as a principal dwelling
## 22786       Refinancing     Owner-occupied as a principal dwelling
## 22792     Home purchase     Owner-occupied as a principal dwelling
## 22803     Home purchase     Owner-occupied as a principal dwelling
## 22805     Home purchase     Owner-occupied as a principal dwelling
## 22810  Home improvement     Owner-occupied as a principal dwelling
## 22815       Refinancing     Owner-occupied as a principal dwelling
## 22823     Home purchase     Owner-occupied as a principal dwelling
## 22834     Home purchase Not owner-occupied as a principal dwelling
## 22846     Home purchase     Owner-occupied as a principal dwelling
## 22852     Home purchase     Owner-occupied as a principal dwelling
## 22855     Home purchase     Owner-occupied as a principal dwelling
## 22866       Refinancing     Owner-occupied as a principal dwelling
## 22903       Refinancing     Owner-occupied as a principal dwelling
## 22911     Home purchase Not owner-occupied as a principal dwelling
## 22963     Home purchase     Owner-occupied as a principal dwelling
## 22981     Home purchase     Owner-occupied as a principal dwelling
## 22996       Refinancing     Owner-occupied as a principal dwelling
## 23019     Home purchase Not owner-occupied as a principal dwelling
## 23020       Refinancing     Owner-occupied as a principal dwelling
## 23029     Home purchase     Owner-occupied as a principal dwelling
## 23038     Home purchase     Owner-occupied as a principal dwelling
## 23039     Home purchase     Owner-occupied as a principal dwelling
## 23053     Home purchase     Owner-occupied as a principal dwelling
## 23066       Refinancing Not owner-occupied as a principal dwelling
## 23071       Refinancing Not owner-occupied as a principal dwelling
## 23078       Refinancing     Owner-occupied as a principal dwelling
## 23079     Home purchase     Owner-occupied as a principal dwelling
## 23089       Refinancing     Owner-occupied as a principal dwelling
## 23095     Home purchase     Owner-occupied as a principal dwelling
## 23104       Refinancing     Owner-occupied as a principal dwelling
## 23107     Home purchase Not owner-occupied as a principal dwelling
## 23113     Home purchase     Owner-occupied as a principal dwelling
## 23125     Home purchase     Owner-occupied as a principal dwelling
## 23143     Home purchase     Owner-occupied as a principal dwelling
## 23149       Refinancing     Owner-occupied as a principal dwelling
## 23151       Refinancing     Owner-occupied as a principal dwelling
## 23155  Home improvement     Owner-occupied as a principal dwelling
## 23157     Home purchase     Owner-occupied as a principal dwelling
## 23158       Refinancing Not owner-occupied as a principal dwelling
## 23167     Home purchase     Owner-occupied as a principal dwelling
## 23173     Home purchase     Owner-occupied as a principal dwelling
## 23182     Home purchase     Owner-occupied as a principal dwelling
## 23224       Refinancing     Owner-occupied as a principal dwelling
## 23230     Home purchase     Owner-occupied as a principal dwelling
## 23245     Home purchase     Owner-occupied as a principal dwelling
## 23254     Home purchase     Owner-occupied as a principal dwelling
## 23257       Refinancing     Owner-occupied as a principal dwelling
## 23265     Home purchase     Owner-occupied as a principal dwelling
## 23299       Refinancing     Owner-occupied as a principal dwelling
## 23302       Refinancing     Owner-occupied as a principal dwelling
## 23321     Home purchase     Owner-occupied as a principal dwelling
## 23325       Refinancing     Owner-occupied as a principal dwelling
## 23329       Refinancing Not owner-occupied as a principal dwelling
## 23337     Home purchase     Owner-occupied as a principal dwelling
## 23356     Home purchase     Owner-occupied as a principal dwelling
## 23369       Refinancing Not owner-occupied as a principal dwelling
## 23387     Home purchase Not owner-occupied as a principal dwelling
## 23407       Refinancing Not owner-occupied as a principal dwelling
## 23416     Home purchase     Owner-occupied as a principal dwelling
## 23423     Home purchase     Owner-occupied as a principal dwelling
## 23432       Refinancing     Owner-occupied as a principal dwelling
## 23435  Home improvement     Owner-occupied as a principal dwelling
## 23446     Home purchase     Owner-occupied as a principal dwelling
## 23449     Home purchase     Owner-occupied as a principal dwelling
## 23452     Home purchase     Owner-occupied as a principal dwelling
## 23475     Home purchase     Owner-occupied as a principal dwelling
## 23479       Refinancing     Owner-occupied as a principal dwelling
## 23480       Refinancing     Owner-occupied as a principal dwelling
## 23481     Home purchase     Owner-occupied as a principal dwelling
## 23485       Refinancing     Owner-occupied as a principal dwelling
## 23507     Home purchase     Owner-occupied as a principal dwelling
## 23522     Home purchase     Owner-occupied as a principal dwelling
## 23539     Home purchase     Owner-occupied as a principal dwelling
## 23545     Home purchase     Owner-occupied as a principal dwelling
## 23547     Home purchase     Owner-occupied as a principal dwelling
## 23563     Home purchase     Owner-occupied as a principal dwelling
## 23566       Refinancing Not owner-occupied as a principal dwelling
## 23573     Home purchase     Owner-occupied as a principal dwelling
## 23576     Home purchase Not owner-occupied as a principal dwelling
## 23584  Home improvement     Owner-occupied as a principal dwelling
## 23593     Home purchase Not owner-occupied as a principal dwelling
## 23596     Home purchase Not owner-occupied as a principal dwelling
## 23599       Refinancing     Owner-occupied as a principal dwelling
## 23606     Home purchase Not owner-occupied as a principal dwelling
## 23607     Home purchase Not owner-occupied as a principal dwelling
## 23608     Home purchase     Owner-occupied as a principal dwelling
## 23619       Refinancing     Owner-occupied as a principal dwelling
## 23629     Home purchase     Owner-occupied as a principal dwelling
## 23631     Home purchase Not owner-occupied as a principal dwelling
## 23648       Refinancing     Owner-occupied as a principal dwelling
## 23656       Refinancing Not owner-occupied as a principal dwelling
## 23659     Home purchase     Owner-occupied as a principal dwelling
## 23665     Home purchase Not owner-occupied as a principal dwelling
## 23671       Refinancing     Owner-occupied as a principal dwelling
## 23677     Home purchase     Owner-occupied as a principal dwelling
## 23683     Home purchase     Owner-occupied as a principal dwelling
## 23689     Home purchase     Owner-occupied as a principal dwelling
## 23707     Home purchase Not owner-occupied as a principal dwelling
## 23714     Home purchase Not owner-occupied as a principal dwelling
## 23741     Home purchase     Owner-occupied as a principal dwelling
## 23755     Home purchase Not owner-occupied as a principal dwelling
## 23757     Home purchase     Owner-occupied as a principal dwelling
## 23783  Home improvement     Owner-occupied as a principal dwelling
## 23788     Home purchase     Owner-occupied as a principal dwelling
## 23800       Refinancing     Owner-occupied as a principal dwelling
## 23803     Home purchase     Owner-occupied as a principal dwelling
## 23807     Home purchase     Owner-occupied as a principal dwelling
## 23821     Home purchase     Owner-occupied as a principal dwelling
## 23824     Home purchase     Owner-occupied as a principal dwelling
## 23836       Refinancing     Owner-occupied as a principal dwelling
## 23848     Home purchase     Owner-occupied as a principal dwelling
## 23853       Refinancing     Owner-occupied as a principal dwelling
## 23871     Home purchase     Owner-occupied as a principal dwelling
## 23883     Home purchase     Owner-occupied as a principal dwelling
## 23890       Refinancing Not owner-occupied as a principal dwelling
## 23909  Home improvement     Owner-occupied as a principal dwelling
## 23914       Refinancing     Owner-occupied as a principal dwelling
## 23918       Refinancing Not owner-occupied as a principal dwelling
## 23919       Refinancing     Owner-occupied as a principal dwelling
## 23926     Home purchase     Owner-occupied as a principal dwelling
## 23930     Home purchase     Owner-occupied as a principal dwelling
## 23931       Refinancing     Owner-occupied as a principal dwelling
## 23943     Home purchase Not owner-occupied as a principal dwelling
## 23947       Refinancing Not owner-occupied as a principal dwelling
## 23950     Home purchase     Owner-occupied as a principal dwelling
## 23963     Home purchase     Owner-occupied as a principal dwelling
## 23969       Refinancing     Owner-occupied as a principal dwelling
## 23974       Refinancing Not owner-occupied as a principal dwelling
## 23979     Home purchase     Owner-occupied as a principal dwelling
## 23984     Home purchase     Owner-occupied as a principal dwelling
## 23987     Home purchase Not owner-occupied as a principal dwelling
## 24004     Home purchase     Owner-occupied as a principal dwelling
## 24014     Home purchase     Owner-occupied as a principal dwelling
## 24023     Home purchase     Owner-occupied as a principal dwelling
## 24029     Home purchase     Owner-occupied as a principal dwelling
## 24031     Home purchase     Owner-occupied as a principal dwelling
## 24033     Home purchase     Owner-occupied as a principal dwelling
## 24040     Home purchase Not owner-occupied as a principal dwelling
## 24046       Refinancing     Owner-occupied as a principal dwelling
## 24050     Home purchase Not owner-occupied as a principal dwelling
## 24051     Home purchase Not owner-occupied as a principal dwelling
## 24081     Home purchase Not owner-occupied as a principal dwelling
## 24087     Home purchase     Owner-occupied as a principal dwelling
## 24098     Home purchase     Owner-occupied as a principal dwelling
## 24105  Home improvement     Owner-occupied as a principal dwelling
## 24107       Refinancing     Owner-occupied as a principal dwelling
## 24122     Home purchase     Owner-occupied as a principal dwelling
## 24128     Home purchase     Owner-occupied as a principal dwelling
## 24140     Home purchase     Owner-occupied as a principal dwelling
## 24145       Refinancing Not owner-occupied as a principal dwelling
## 24147  Home improvement     Owner-occupied as a principal dwelling
## 24164     Home purchase Not owner-occupied as a principal dwelling
## 24165     Home purchase     Owner-occupied as a principal dwelling
## 24172     Home purchase     Owner-occupied as a principal dwelling
## 24182       Refinancing     Owner-occupied as a principal dwelling
## 24185       Refinancing     Owner-occupied as a principal dwelling
## 24210     Home purchase     Owner-occupied as a principal dwelling
## 24213     Home purchase     Owner-occupied as a principal dwelling
## 24217  Home improvement     Owner-occupied as a principal dwelling
## 24223     Home purchase Not owner-occupied as a principal dwelling
## 24225     Home purchase     Owner-occupied as a principal dwelling
## 24232       Refinancing Not owner-occupied as a principal dwelling
## 24233     Home purchase     Owner-occupied as a principal dwelling
## 24236       Refinancing     Owner-occupied as a principal dwelling
## 24245  Home improvement     Owner-occupied as a principal dwelling
## 24248       Refinancing     Owner-occupied as a principal dwelling
## 24254  Home improvement     Owner-occupied as a principal dwelling
## 24272       Refinancing     Owner-occupied as a principal dwelling
## 24280       Refinancing     Owner-occupied as a principal dwelling
## 24284     Home purchase     Owner-occupied as a principal dwelling
## 24290     Home purchase     Owner-occupied as a principal dwelling
## 24292     Home purchase     Owner-occupied as a principal dwelling
## 24310     Home purchase     Owner-occupied as a principal dwelling
## 24311     Home purchase     Owner-occupied as a principal dwelling
## 24313       Refinancing     Owner-occupied as a principal dwelling
## 24314       Refinancing     Owner-occupied as a principal dwelling
## 24325       Refinancing     Owner-occupied as a principal dwelling
## 24334     Home purchase     Owner-occupied as a principal dwelling
## 24341     Home purchase     Owner-occupied as a principal dwelling
## 24350     Home purchase     Owner-occupied as a principal dwelling
## 24352     Home purchase     Owner-occupied as a principal dwelling
## 24359     Home purchase     Owner-occupied as a principal dwelling
## 24365     Home purchase Not owner-occupied as a principal dwelling
## 24371     Home purchase     Owner-occupied as a principal dwelling
## 24377  Home improvement     Owner-occupied as a principal dwelling
## 24389     Home purchase     Owner-occupied as a principal dwelling
## 24395     Home purchase     Owner-occupied as a principal dwelling
## 24410     Home purchase Not owner-occupied as a principal dwelling
## 24423       Refinancing Not owner-occupied as a principal dwelling
## 24425     Home purchase Not owner-occupied as a principal dwelling
## 24449     Home purchase     Owner-occupied as a principal dwelling
## 24454       Refinancing     Owner-occupied as a principal dwelling
## 24464       Refinancing Not owner-occupied as a principal dwelling
## 24466  Home improvement Not owner-occupied as a principal dwelling
## 24472     Home purchase     Owner-occupied as a principal dwelling
## 24473     Home purchase     Owner-occupied as a principal dwelling
## 24488  Home improvement     Owner-occupied as a principal dwelling
## 24490       Refinancing     Owner-occupied as a principal dwelling
## 24506       Refinancing     Owner-occupied as a principal dwelling
## 24524     Home purchase Not owner-occupied as a principal dwelling
## 24549     Home purchase Not owner-occupied as a principal dwelling
## 24554  Home improvement     Owner-occupied as a principal dwelling
## 24566     Home purchase     Owner-occupied as a principal dwelling
## 24572  Home improvement     Owner-occupied as a principal dwelling
## 24578       Refinancing     Owner-occupied as a principal dwelling
## 24584     Home purchase     Owner-occupied as a principal dwelling
## 24590     Home purchase     Owner-occupied as a principal dwelling
## 24596       Refinancing     Owner-occupied as a principal dwelling
## 24602       Refinancing     Owner-occupied as a principal dwelling
## 24608     Home purchase     Owner-occupied as a principal dwelling
## 24610       Refinancing Not owner-occupied as a principal dwelling
## 24614       Refinancing     Owner-occupied as a principal dwelling
## 24658     Home purchase     Owner-occupied as a principal dwelling
## 24670     Home purchase     Owner-occupied as a principal dwelling
## 24675       Refinancing     Owner-occupied as a principal dwelling
## 24682     Home purchase     Owner-occupied as a principal dwelling
## 24700     Home purchase     Owner-occupied as a principal dwelling
## 24722       Refinancing     Owner-occupied as a principal dwelling
## 24723     Home purchase Not owner-occupied as a principal dwelling
## 24724     Home purchase     Owner-occupied as a principal dwelling
## 24740     Home purchase     Owner-occupied as a principal dwelling
## 24748     Home purchase     Owner-occupied as a principal dwelling
## 24785     Home purchase     Owner-occupied as a principal dwelling
## 24788  Home improvement Not owner-occupied as a principal dwelling
## 24795       Refinancing     Owner-occupied as a principal dwelling
## 24796     Home purchase Not owner-occupied as a principal dwelling
## 24813     Home purchase     Owner-occupied as a principal dwelling
## 24835     Home purchase Not owner-occupied as a principal dwelling
## 24837     Home purchase Not owner-occupied as a principal dwelling
## 24843  Home improvement Not owner-occupied as a principal dwelling
## 24854  Home improvement     Owner-occupied as a principal dwelling
## 24860       Refinancing Not owner-occupied as a principal dwelling
## 24865     Home purchase     Owner-occupied as a principal dwelling
## 24886       Refinancing     Owner-occupied as a principal dwelling
## 24892       Refinancing     Owner-occupied as a principal dwelling
## 24927     Home purchase     Owner-occupied as a principal dwelling
## 24928     Home purchase     Owner-occupied as a principal dwelling
## 24940     Home purchase     Owner-occupied as a principal dwelling
## 24946       Refinancing Not owner-occupied as a principal dwelling
## 24950     Home purchase     Owner-occupied as a principal dwelling
## 24951  Home improvement     Owner-occupied as a principal dwelling
## 24956     Home purchase Not owner-occupied as a principal dwelling
## 24965     Home purchase Not owner-occupied as a principal dwelling
## 24975       Refinancing     Owner-occupied as a principal dwelling
## 24976       Refinancing     Owner-occupied as a principal dwelling
## 24982     Home purchase Not owner-occupied as a principal dwelling
## 24999     Home purchase Not owner-occupied as a principal dwelling
## 25011       Refinancing     Owner-occupied as a principal dwelling
## 25017     Home purchase     Owner-occupied as a principal dwelling
## 25027     Home purchase     Owner-occupied as a principal dwelling
## 25046     Home purchase     Owner-occupied as a principal dwelling
## 25089       Refinancing     Owner-occupied as a principal dwelling
## 25102       Refinancing     Owner-occupied as a principal dwelling
## 25149     Home purchase     Owner-occupied as a principal dwelling
## 25172     Home purchase Not owner-occupied as a principal dwelling
## 25173       Refinancing     Owner-occupied as a principal dwelling
## 25185     Home purchase     Owner-occupied as a principal dwelling
## 25196       Refinancing Not owner-occupied as a principal dwelling
## 25210       Refinancing     Owner-occupied as a principal dwelling
## 25222       Refinancing     Owner-occupied as a principal dwelling
## 25240     Home purchase     Owner-occupied as a principal dwelling
## 25294       Refinancing     Owner-occupied as a principal dwelling
## 25304     Home purchase Not owner-occupied as a principal dwelling
## 25305     Home purchase     Owner-occupied as a principal dwelling
## 25318       Refinancing     Owner-occupied as a principal dwelling
## 25336       Refinancing Not owner-occupied as a principal dwelling
## 25365     Home purchase     Owner-occupied as a principal dwelling
## 25400     Home purchase Not owner-occupied as a principal dwelling
## 25406       Refinancing Not owner-occupied as a principal dwelling
## 25426     Home purchase Not owner-occupied as a principal dwelling
## 25431     Home purchase     Owner-occupied as a principal dwelling
## 25450  Home improvement     Owner-occupied as a principal dwelling
## 25461     Home purchase Not owner-occupied as a principal dwelling
## 25491       Refinancing     Owner-occupied as a principal dwelling
## 25503     Home purchase     Owner-occupied as a principal dwelling
## 25504     Home purchase     Owner-occupied as a principal dwelling
## 25534     Home purchase     Owner-occupied as a principal dwelling
## 25540     Home purchase     Owner-occupied as a principal dwelling
## 25577       Refinancing Not owner-occupied as a principal dwelling
## 25588       Refinancing     Owner-occupied as a principal dwelling
## 25612     Home purchase Not owner-occupied as a principal dwelling
## 25654     Home purchase     Owner-occupied as a principal dwelling
## 25660       Refinancing     Owner-occupied as a principal dwelling
## 25675     Home purchase     Owner-occupied as a principal dwelling
## 25681       Refinancing     Owner-occupied as a principal dwelling
## 25696     Home purchase     Owner-occupied as a principal dwelling
## 25702     Home purchase     Owner-occupied as a principal dwelling
## 25705       Refinancing     Owner-occupied as a principal dwelling
## 25756       Refinancing     Owner-occupied as a principal dwelling
## 25771     Home purchase     Owner-occupied as a principal dwelling
## 25774  Home improvement     Owner-occupied as a principal dwelling
## 25796  Home improvement     Owner-occupied as a principal dwelling
## 25803       Refinancing     Owner-occupied as a principal dwelling
## 25810       Refinancing Not owner-occupied as a principal dwelling
## 25885  Home improvement     Owner-occupied as a principal dwelling
## 25894     Home purchase     Owner-occupied as a principal dwelling
## 25906     Home purchase Not owner-occupied as a principal dwelling
## 25912       Refinancing     Owner-occupied as a principal dwelling
## 25931     Home purchase     Owner-occupied as a principal dwelling
## 25937     Home purchase     Owner-occupied as a principal dwelling
## 25939  Home improvement     Owner-occupied as a principal dwelling
## 25945       Refinancing Not owner-occupied as a principal dwelling
## 25948     Home purchase     Owner-occupied as a principal dwelling
## 25957     Home purchase     Owner-occupied as a principal dwelling
## 25971       Refinancing     Owner-occupied as a principal dwelling
## 26038       Refinancing Not owner-occupied as a principal dwelling
## 26067       Refinancing     Owner-occupied as a principal dwelling
## 26068     Home purchase     Owner-occupied as a principal dwelling
## 26077       Refinancing Not owner-occupied as a principal dwelling
## 26080       Refinancing     Owner-occupied as a principal dwelling
## 26126     Home purchase     Owner-occupied as a principal dwelling
## 26131       Refinancing     Owner-occupied as a principal dwelling
## 26143       Refinancing Not owner-occupied as a principal dwelling
## 26155       Refinancing Not owner-occupied as a principal dwelling
## 26184     Home purchase     Owner-occupied as a principal dwelling
## 26188       Refinancing     Owner-occupied as a principal dwelling
## 26194     Home purchase Not owner-occupied as a principal dwelling
## 26296       Refinancing Not owner-occupied as a principal dwelling
## 26314     Home purchase Not owner-occupied as a principal dwelling
## 26321     Home purchase Not owner-occupied as a principal dwelling
## 26327     Home purchase     Owner-occupied as a principal dwelling
## 26365     Home purchase     Owner-occupied as a principal dwelling
## 26371       Refinancing     Owner-occupied as a principal dwelling
## 26385       Refinancing     Owner-occupied as a principal dwelling
## 26393     Home purchase     Owner-occupied as a principal dwelling
## 26398     Home purchase Not owner-occupied as a principal dwelling
## 26401       Refinancing     Owner-occupied as a principal dwelling
## 26431       Refinancing Not owner-occupied as a principal dwelling
## 26432       Refinancing Not owner-occupied as a principal dwelling
## 26443     Home purchase     Owner-occupied as a principal dwelling
## 26455     Home purchase     Owner-occupied as a principal dwelling
## 26457     Home purchase     Owner-occupied as a principal dwelling
## 26464       Refinancing     Owner-occupied as a principal dwelling
## 26485     Home purchase     Owner-occupied as a principal dwelling
## 26488       Refinancing Not owner-occupied as a principal dwelling
## 26506     Home purchase     Owner-occupied as a principal dwelling
## 26521     Home purchase     Owner-occupied as a principal dwelling
## 26527     Home purchase Not owner-occupied as a principal dwelling
## 26530     Home purchase     Owner-occupied as a principal dwelling
## 26542     Home purchase     Owner-occupied as a principal dwelling
## 26557       Refinancing     Owner-occupied as a principal dwelling
## 26563       Refinancing     Owner-occupied as a principal dwelling
## 26572       Refinancing     Owner-occupied as a principal dwelling
## 26575       Refinancing     Owner-occupied as a principal dwelling
## 26596       Refinancing     Owner-occupied as a principal dwelling
## 26601     Home purchase     Owner-occupied as a principal dwelling
## 26608  Home improvement     Owner-occupied as a principal dwelling
## 26609  Home improvement     Owner-occupied as a principal dwelling
## 26620     Home purchase     Owner-occupied as a principal dwelling
## 26625     Home purchase Not owner-occupied as a principal dwelling
## 26650     Home purchase     Owner-occupied as a principal dwelling
## 26651     Home purchase Not owner-occupied as a principal dwelling
## 26683  Home improvement     Owner-occupied as a principal dwelling
## 26708  Home improvement     Owner-occupied as a principal dwelling
## 26725     Home purchase     Owner-occupied as a principal dwelling
## 26737       Refinancing Not owner-occupied as a principal dwelling
## 26770       Refinancing     Owner-occupied as a principal dwelling
## 26776       Refinancing Not owner-occupied as a principal dwelling
## 26782     Home purchase     Owner-occupied as a principal dwelling
## 26794     Home purchase Not owner-occupied as a principal dwelling
## 26799     Home purchase     Owner-occupied as a principal dwelling
## 26800     Home purchase Not owner-occupied as a principal dwelling
## 26851       Refinancing     Owner-occupied as a principal dwelling
## 26869     Home purchase Not owner-occupied as a principal dwelling
## 26902       Refinancing     Owner-occupied as a principal dwelling
## 26950     Home purchase     Owner-occupied as a principal dwelling
## 26956       Refinancing Not owner-occupied as a principal dwelling
## 26983     Home purchase Not owner-occupied as a principal dwelling
## 27000     Home purchase     Owner-occupied as a principal dwelling
## 27055     Home purchase     Owner-occupied as a principal dwelling
## 27075       Refinancing     Owner-occupied as a principal dwelling
## 27077     Home purchase     Owner-occupied as a principal dwelling
## 27082     Home purchase Not owner-occupied as a principal dwelling
## 27092       Refinancing     Owner-occupied as a principal dwelling
## 27111       Refinancing Not owner-occupied as a principal dwelling
## 27136     Home purchase     Owner-occupied as a principal dwelling
## 27163     Home purchase     Owner-occupied as a principal dwelling
## 27184     Home purchase     Owner-occupied as a principal dwelling
## 27190     Home purchase     Owner-occupied as a principal dwelling
## 27191     Home purchase     Owner-occupied as a principal dwelling
## 27196     Home purchase     Owner-occupied as a principal dwelling
## 27214       Refinancing     Owner-occupied as a principal dwelling
## 27217       Refinancing     Owner-occupied as a principal dwelling
## 27227       Refinancing     Owner-occupied as a principal dwelling
## 27245     Home purchase Not owner-occupied as a principal dwelling
## 27249     Home purchase Not owner-occupied as a principal dwelling
## 27265     Home purchase     Owner-occupied as a principal dwelling
## 27293     Home purchase Not owner-occupied as a principal dwelling
## 27301     Home purchase     Owner-occupied as a principal dwelling
## 27304       Refinancing     Owner-occupied as a principal dwelling
## 27309     Home purchase     Owner-occupied as a principal dwelling
## 27316       Refinancing     Owner-occupied as a principal dwelling
## 27322  Home improvement     Owner-occupied as a principal dwelling
## 27328     Home purchase Not owner-occupied as a principal dwelling
## 27334     Home purchase     Owner-occupied as a principal dwelling
## 27338       Refinancing     Owner-occupied as a principal dwelling
## 27387       Refinancing     Owner-occupied as a principal dwelling
## 27389     Home purchase     Owner-occupied as a principal dwelling
## 27439     Home purchase     Owner-occupied as a principal dwelling
## 27447       Refinancing     Owner-occupied as a principal dwelling
## 27477     Home purchase     Owner-occupied as a principal dwelling
## 27505     Home purchase     Owner-occupied as a principal dwelling
## 27508     Home purchase     Owner-occupied as a principal dwelling
## 27511     Home purchase     Owner-occupied as a principal dwelling
## 27520       Refinancing     Owner-occupied as a principal dwelling
## 27528     Home purchase     Owner-occupied as a principal dwelling
## 27592     Home purchase     Owner-occupied as a principal dwelling
## 27602     Home purchase     Owner-occupied as a principal dwelling
## 27623     Home purchase Not owner-occupied as a principal dwelling
## 27625  Home improvement     Owner-occupied as a principal dwelling
## 27637  Home improvement Not owner-occupied as a principal dwelling
## 27640     Home purchase     Owner-occupied as a principal dwelling
## 27643  Home improvement     Owner-occupied as a principal dwelling
## 27652       Refinancing     Owner-occupied as a principal dwelling
## 27745       Refinancing     Owner-occupied as a principal dwelling
## 27778       Refinancing Not owner-occupied as a principal dwelling
## 27794       Refinancing     Owner-occupied as a principal dwelling
## 27808     Home purchase     Owner-occupied as a principal dwelling
## 27811     Home purchase     Owner-occupied as a principal dwelling
## 27814     Home purchase     Owner-occupied as a principal dwelling
## 27826     Home purchase     Owner-occupied as a principal dwelling
## 27856     Home purchase     Owner-occupied as a principal dwelling
## 27861     Home purchase     Owner-occupied as a principal dwelling
## 27874     Home purchase     Owner-occupied as a principal dwelling
## 27875     Home purchase Not owner-occupied as a principal dwelling
## 27880     Home purchase Not owner-occupied as a principal dwelling
## 27886     Home purchase     Owner-occupied as a principal dwelling
## 27922     Home purchase Not owner-occupied as a principal dwelling
## 27934       Refinancing     Owner-occupied as a principal dwelling
## 27944     Home purchase     Owner-occupied as a principal dwelling
## 27946       Refinancing     Owner-occupied as a principal dwelling
## 27952     Home purchase Not owner-occupied as a principal dwelling
## 27956       Refinancing Not owner-occupied as a principal dwelling
## 27968     Home purchase     Owner-occupied as a principal dwelling
## 27981       Refinancing     Owner-occupied as a principal dwelling
## 27991       Refinancing Not owner-occupied as a principal dwelling
## 27992       Refinancing     Owner-occupied as a principal dwelling
## 27998       Refinancing     Owner-occupied as a principal dwelling
## 28006     Home purchase     Owner-occupied as a principal dwelling
## 28012     Home purchase Not owner-occupied as a principal dwelling
## 28028     Home purchase     Owner-occupied as a principal dwelling
## 28030     Home purchase Not owner-occupied as a principal dwelling
## 28034       Refinancing     Owner-occupied as a principal dwelling
## 28040     Home purchase     Owner-occupied as a principal dwelling
## 28044     Home purchase     Owner-occupied as a principal dwelling
## 28052       Refinancing     Owner-occupied as a principal dwelling
## 28084     Home purchase     Owner-occupied as a principal dwelling
## 28095     Home purchase     Owner-occupied as a principal dwelling
## 28104     Home purchase     Owner-occupied as a principal dwelling
## 28108     Home purchase     Owner-occupied as a principal dwelling
## 28129       Refinancing     Owner-occupied as a principal dwelling
## 28132     Home purchase     Owner-occupied as a principal dwelling
## 28136       Refinancing     Owner-occupied as a principal dwelling
## 28147     Home purchase     Owner-occupied as a principal dwelling
## 28156     Home purchase Not owner-occupied as a principal dwelling
## 28185     Home purchase     Owner-occupied as a principal dwelling
## 28196  Home improvement     Owner-occupied as a principal dwelling
## 28198  Home improvement Not owner-occupied as a principal dwelling
## 28201     Home purchase Not owner-occupied as a principal dwelling
## 28223     Home purchase Not owner-occupied as a principal dwelling
## 28225     Home purchase     Owner-occupied as a principal dwelling
## 28276       Refinancing     Owner-occupied as a principal dwelling
## 28315     Home purchase     Owner-occupied as a principal dwelling
## 28330     Home purchase Not owner-occupied as a principal dwelling
## 28334       Refinancing Not owner-occupied as a principal dwelling
## 28339     Home purchase     Owner-occupied as a principal dwelling
## 28352       Refinancing Not owner-occupied as a principal dwelling
## 28375       Refinancing     Owner-occupied as a principal dwelling
## 28384       Refinancing     Owner-occupied as a principal dwelling
## 28396     Home purchase     Owner-occupied as a principal dwelling
## 28432     Home purchase     Owner-occupied as a principal dwelling
## 28444       Refinancing     Owner-occupied as a principal dwelling
## 28454  Home improvement     Owner-occupied as a principal dwelling
## 28462     Home purchase Not owner-occupied as a principal dwelling
## 28486       Refinancing Not owner-occupied as a principal dwelling
## 28487       Refinancing     Owner-occupied as a principal dwelling
## 28504       Refinancing     Owner-occupied as a principal dwelling
## 28517     Home purchase     Owner-occupied as a principal dwelling
## 28522     Home purchase     Owner-occupied as a principal dwelling
## 28523     Home purchase Not owner-occupied as a principal dwelling
## 28529     Home purchase     Owner-occupied as a principal dwelling
## 28544  Home improvement     Owner-occupied as a principal dwelling
## 28547     Home purchase     Owner-occupied as a principal dwelling
## 28552       Refinancing     Owner-occupied as a principal dwelling
## 28553     Home purchase     Owner-occupied as a principal dwelling
## 28556     Home purchase     Owner-occupied as a principal dwelling
## 28558     Home purchase     Owner-occupied as a principal dwelling
## 28574       Refinancing     Owner-occupied as a principal dwelling
## 28582       Refinancing     Owner-occupied as a principal dwelling
## 28587       Refinancing Not owner-occupied as a principal dwelling
## 28588       Refinancing     Owner-occupied as a principal dwelling
## 28591     Home purchase     Owner-occupied as a principal dwelling
## 28601     Home purchase Not owner-occupied as a principal dwelling
## 28604     Home purchase     Owner-occupied as a principal dwelling
## 28610  Home improvement     Owner-occupied as a principal dwelling
## 28622       Refinancing     Owner-occupied as a principal dwelling
## 28627     Home purchase Not owner-occupied as a principal dwelling
## 28657     Home purchase     Owner-occupied as a principal dwelling
## 28658     Home purchase     Owner-occupied as a principal dwelling
## 28677       Refinancing     Owner-occupied as a principal dwelling
## 28705     Home purchase     Owner-occupied as a principal dwelling
## 28709     Home purchase Not owner-occupied as a principal dwelling
## 28712  Home improvement     Owner-occupied as a principal dwelling
## 28730       Refinancing     Owner-occupied as a principal dwelling
## 28737       Refinancing Not owner-occupied as a principal dwelling
## 28748  Home improvement     Owner-occupied as a principal dwelling
## 28822     Home purchase     Owner-occupied as a principal dwelling
## 28833       Refinancing     Owner-occupied as a principal dwelling
## 28838     Home purchase     Owner-occupied as a principal dwelling
## 28843     Home purchase     Owner-occupied as a principal dwelling
## 28868  Home improvement     Owner-occupied as a principal dwelling
## 28885     Home purchase     Owner-occupied as a principal dwelling
## 28889     Home purchase Not owner-occupied as a principal dwelling
## 28918       Refinancing     Owner-occupied as a principal dwelling
## 28936     Home purchase     Owner-occupied as a principal dwelling
## 28938     Home purchase     Owner-occupied as a principal dwelling
## 28954     Home purchase     Owner-occupied as a principal dwelling
## 28989     Home purchase     Owner-occupied as a principal dwelling
## 29013     Home purchase     Owner-occupied as a principal dwelling
## 29021     Home purchase Not owner-occupied as a principal dwelling
## 29032     Home purchase     Owner-occupied as a principal dwelling
## 29050     Home purchase     Owner-occupied as a principal dwelling
## 29069       Refinancing     Owner-occupied as a principal dwelling
## 29099     Home purchase Not owner-occupied as a principal dwelling
## 29109       Refinancing     Owner-occupied as a principal dwelling
## 29116       Refinancing     Owner-occupied as a principal dwelling
## 29122       Refinancing Not owner-occupied as a principal dwelling
## 29127     Home purchase     Owner-occupied as a principal dwelling
## 29128     Home purchase     Owner-occupied as a principal dwelling
## 29134  Home improvement     Owner-occupied as a principal dwelling
## 29143     Home purchase     Owner-occupied as a principal dwelling
## 29146     Home purchase     Owner-occupied as a principal dwelling
## 29170     Home purchase Not owner-occupied as a principal dwelling
## 29181     Home purchase     Owner-occupied as a principal dwelling
## 29188       Refinancing     Owner-occupied as a principal dwelling
## 29200     Home purchase     Owner-occupied as a principal dwelling
## 29212     Home purchase     Owner-occupied as a principal dwelling
## 29216     Home purchase Not owner-occupied as a principal dwelling
## 29242  Home improvement     Owner-occupied as a principal dwelling
## 29269     Home purchase     Owner-occupied as a principal dwelling
## 29272     Home purchase     Owner-occupied as a principal dwelling
## 29277     Home purchase     Owner-occupied as a principal dwelling
## 29283       Refinancing Not owner-occupied as a principal dwelling
## 29303       Refinancing     Owner-occupied as a principal dwelling
## 29311     Home purchase Not owner-occupied as a principal dwelling
## 29331  Home improvement     Owner-occupied as a principal dwelling
## 29381       Refinancing     Owner-occupied as a principal dwelling
## 29415       Refinancing Not owner-occupied as a principal dwelling
## 29460     Home purchase     Owner-occupied as a principal dwelling
## 29483       Refinancing Not owner-occupied as a principal dwelling
## 29503     Home purchase Not owner-occupied as a principal dwelling
## 29514     Home purchase     Owner-occupied as a principal dwelling
## 29515     Home purchase     Owner-occupied as a principal dwelling
## 29523  Home improvement     Owner-occupied as a principal dwelling
## 29526     Home purchase     Owner-occupied as a principal dwelling
## 29533       Refinancing Not owner-occupied as a principal dwelling
## 29555     Home purchase     Owner-occupied as a principal dwelling
## 29575     Home purchase Not owner-occupied as a principal dwelling
## 29592     Home purchase     Owner-occupied as a principal dwelling
## 29604     Home purchase     Owner-occupied as a principal dwelling
## 29622     Home purchase     Owner-occupied as a principal dwelling
## 29674  Home improvement Not owner-occupied as a principal dwelling
## 29678  Home improvement     Owner-occupied as a principal dwelling
## 29683     Home purchase     Owner-occupied as a principal dwelling
## 29689     Home purchase     Owner-occupied as a principal dwelling
## 29700     Home purchase     Owner-occupied as a principal dwelling
## 29706       Refinancing     Owner-occupied as a principal dwelling
## 29713     Home purchase     Owner-occupied as a principal dwelling
## 29715     Home purchase     Owner-occupied as a principal dwelling
## 29730     Home purchase     Owner-occupied as a principal dwelling
## 29736       Refinancing     Owner-occupied as a principal dwelling
## 29745     Home purchase Not owner-occupied as a principal dwelling
## 29754     Home purchase     Owner-occupied as a principal dwelling
## 29760     Home purchase     Owner-occupied as a principal dwelling
## 29761       Refinancing Not owner-occupied as a principal dwelling
## 29779       Refinancing     Owner-occupied as a principal dwelling
## 29814     Home purchase     Owner-occupied as a principal dwelling
## 29829       Refinancing     Owner-occupied as a principal dwelling
## 29833       Refinancing     Owner-occupied as a principal dwelling
## 29856     Home purchase     Owner-occupied as a principal dwelling
## 29868     Home purchase     Owner-occupied as a principal dwelling
## 29889     Home purchase     Owner-occupied as a principal dwelling
## 29903       Refinancing     Owner-occupied as a principal dwelling
## 29936  Home improvement     Owner-occupied as a principal dwelling
## 29937     Home purchase     Owner-occupied as a principal dwelling
## 29947       Refinancing     Owner-occupied as a principal dwelling
## 29959     Home purchase     Owner-occupied as a principal dwelling
## 29964     Home purchase     Owner-occupied as a principal dwelling
## 29983       Refinancing     Owner-occupied as a principal dwelling
## 30000     Home purchase     Owner-occupied as a principal dwelling
## 30015       Refinancing     Owner-occupied as a principal dwelling
## 30018     Home purchase     Owner-occupied as a principal dwelling
## 30030     Home purchase     Owner-occupied as a principal dwelling
## 30034       Refinancing     Owner-occupied as a principal dwelling
## 30045     Home purchase     Owner-occupied as a principal dwelling
## 30054     Home purchase     Owner-occupied as a principal dwelling
## 30060     Home purchase     Owner-occupied as a principal dwelling
## 30085     Home purchase     Owner-occupied as a principal dwelling
## 30093     Home purchase Not owner-occupied as a principal dwelling
## 30138       Refinancing     Owner-occupied as a principal dwelling
## 30144     Home purchase     Owner-occupied as a principal dwelling
## 30162       Refinancing     Owner-occupied as a principal dwelling
## 30167     Home purchase Not owner-occupied as a principal dwelling
## 30180       Refinancing     Owner-occupied as a principal dwelling
## 30221     Home purchase     Owner-occupied as a principal dwelling
## 30225     Home purchase     Owner-occupied as a principal dwelling
## 30226     Home purchase Not owner-occupied as a principal dwelling
## 30235     Home purchase Not owner-occupied as a principal dwelling
## 30237     Home purchase     Owner-occupied as a principal dwelling
## 30246     Home purchase     Owner-occupied as a principal dwelling
## 30252  Home improvement     Owner-occupied as a principal dwelling
## 30253     Home purchase     Owner-occupied as a principal dwelling
## 30270     Home purchase     Owner-occupied as a principal dwelling
## 30282       Refinancing     Owner-occupied as a principal dwelling
## 30294     Home purchase     Owner-occupied as a principal dwelling
## 30300     Home purchase     Owner-occupied as a principal dwelling
## 30301     Home purchase     Owner-occupied as a principal dwelling
## 30303     Home purchase Not owner-occupied as a principal dwelling
## 30318  Home improvement     Owner-occupied as a principal dwelling
## 30342     Home purchase     Owner-occupied as a principal dwelling
## 30343     Home purchase     Owner-occupied as a principal dwelling
## 30353       Refinancing Not owner-occupied as a principal dwelling
## 30354       Refinancing     Owner-occupied as a principal dwelling
## 30359       Refinancing Not owner-occupied as a principal dwelling
## 30381  Home improvement Not owner-occupied as a principal dwelling
## 30408     Home purchase     Owner-occupied as a principal dwelling
## 30414       Refinancing     Owner-occupied as a principal dwelling
## 30426     Home purchase     Owner-occupied as a principal dwelling
## 30429       Refinancing     Owner-occupied as a principal dwelling
## 30444  Home improvement     Owner-occupied as a principal dwelling
## 30453     Home purchase Not owner-occupied as a principal dwelling
## 30465       Refinancing     Owner-occupied as a principal dwelling
## 30476     Home purchase     Owner-occupied as a principal dwelling
## 30484     Home purchase Not owner-occupied as a principal dwelling
## 30485     Home purchase Not owner-occupied as a principal dwelling
## 30503     Home purchase Not owner-occupied as a principal dwelling
## 30511     Home purchase     Owner-occupied as a principal dwelling
## 30517     Home purchase     Owner-occupied as a principal dwelling
## 30519       Refinancing     Owner-occupied as a principal dwelling
## 30533     Home purchase     Owner-occupied as a principal dwelling
## 30534     Home purchase     Owner-occupied as a principal dwelling
## 30540     Home purchase     Owner-occupied as a principal dwelling
## 30558     Home purchase     Owner-occupied as a principal dwelling
## 30564     Home purchase     Owner-occupied as a principal dwelling
## 30576     Home purchase     Owner-occupied as a principal dwelling
## 30588     Home purchase     Owner-occupied as a principal dwelling
## 30594     Home purchase     Owner-occupied as a principal dwelling
## 30605     Home purchase     Owner-occupied as a principal dwelling
## 30648       Refinancing     Owner-occupied as a principal dwelling
## 30654     Home purchase     Owner-occupied as a principal dwelling
## 30666     Home purchase     Owner-occupied as a principal dwelling
## 30678     Home purchase     Owner-occupied as a principal dwelling
## 30684       Refinancing     Owner-occupied as a principal dwelling
## 30685     Home purchase     Owner-occupied as a principal dwelling
## 30715     Home purchase Not owner-occupied as a principal dwelling
## 30716       Refinancing     Owner-occupied as a principal dwelling
## 30717     Home purchase     Owner-occupied as a principal dwelling
## 30738     Home purchase     Owner-occupied as a principal dwelling
## 30744  Home improvement     Owner-occupied as a principal dwelling
## 30756     Home purchase     Owner-occupied as a principal dwelling
## 30762     Home purchase     Owner-occupied as a principal dwelling
## 30768       Refinancing     Owner-occupied as a principal dwelling
## 30774       Refinancing     Owner-occupied as a principal dwelling
## 30780     Home purchase     Owner-occupied as a principal dwelling
## 30786     Home purchase     Owner-occupied as a principal dwelling
## 30809     Home purchase     Owner-occupied as a principal dwelling
## 30835     Home purchase Not owner-occupied as a principal dwelling
## 30840     Home purchase     Owner-occupied as a principal dwelling
## 30845  Home improvement     Owner-occupied as a principal dwelling
## 30846     Home purchase     Owner-occupied as a principal dwelling
## 30852     Home purchase     Owner-occupied as a principal dwelling
## 30858     Home purchase     Owner-occupied as a principal dwelling
## 30872       Refinancing     Owner-occupied as a principal dwelling
## 30875     Home purchase Not owner-occupied as a principal dwelling
## 30876       Refinancing     Owner-occupied as a principal dwelling
## 30894     Home purchase     Owner-occupied as a principal dwelling
## 30900       Refinancing     Owner-occupied as a principal dwelling
## 30923     Home purchase     Owner-occupied as a principal dwelling
## 30960     Home purchase     Owner-occupied as a principal dwelling
## 30967     Home purchase     Owner-occupied as a principal dwelling
## 30972     Home purchase     Owner-occupied as a principal dwelling
## 30978     Home purchase     Owner-occupied as a principal dwelling
## 30984       Refinancing     Owner-occupied as a principal dwelling
## 30985     Home purchase Not owner-occupied as a principal dwelling
## 30990     Home purchase     Owner-occupied as a principal dwelling
## 30992       Refinancing     Owner-occupied as a principal dwelling
## 30996     Home purchase     Owner-occupied as a principal dwelling
## 31002     Home purchase     Owner-occupied as a principal dwelling
## 31005       Refinancing     Owner-occupied as a principal dwelling
## 31008     Home purchase     Owner-occupied as a principal dwelling
## 31014     Home purchase     Owner-occupied as a principal dwelling
## 31017     Home purchase Not owner-occupied as a principal dwelling
## 31043       Refinancing     Owner-occupied as a principal dwelling
## 31044     Home purchase     Owner-occupied as a principal dwelling
## 31048     Home purchase     Owner-occupied as a principal dwelling
## 31050     Home purchase     Owner-occupied as a principal dwelling
## 31056       Refinancing     Owner-occupied as a principal dwelling
## 31057     Home purchase     Owner-occupied as a principal dwelling
## 31062  Home improvement     Owner-occupied as a principal dwelling
## 31084       Refinancing Not owner-occupied as a principal dwelling
## 31086     Home purchase     Owner-occupied as a principal dwelling
## 31092     Home purchase     Owner-occupied as a principal dwelling
## 31093     Home purchase     Owner-occupied as a principal dwelling
## 31104       Refinancing     Owner-occupied as a principal dwelling
## 31117     Home purchase Not owner-occupied as a principal dwelling
## 31122     Home purchase     Owner-occupied as a principal dwelling
## 31128     Home purchase     Owner-occupied as a principal dwelling
## 31134       Refinancing     Owner-occupied as a principal dwelling
## 31140       Refinancing     Owner-occupied as a principal dwelling
## 31152  Home improvement     Owner-occupied as a principal dwelling
## 31158     Home purchase     Owner-occupied as a principal dwelling
## 31170       Refinancing     Owner-occupied as a principal dwelling
## 31176     Home purchase     Owner-occupied as a principal dwelling
## 31188     Home purchase     Owner-occupied as a principal dwelling
## 31194     Home purchase     Owner-occupied as a principal dwelling
## 31200     Home purchase     Owner-occupied as a principal dwelling
## 31206     Home purchase     Owner-occupied as a principal dwelling
## 31213     Home purchase     Owner-occupied as a principal dwelling
## 31224     Home purchase     Owner-occupied as a principal dwelling
## 31230     Home purchase     Owner-occupied as a principal dwelling
## 31248     Home purchase     Owner-occupied as a principal dwelling
## 31254     Home purchase     Owner-occupied as a principal dwelling
## 31260       Refinancing     Owner-occupied as a principal dwelling
## 31271     Home purchase     Owner-occupied as a principal dwelling
## 31276     Home purchase     Owner-occupied as a principal dwelling
## 31284     Home purchase     Owner-occupied as a principal dwelling
## 31296       Refinancing     Owner-occupied as a principal dwelling
## 31301     Home purchase     Owner-occupied as a principal dwelling
## 31314       Refinancing     Owner-occupied as a principal dwelling
## 31344       Refinancing     Owner-occupied as a principal dwelling
## 31350     Home purchase     Owner-occupied as a principal dwelling
## 31359     Home purchase Not owner-occupied as a principal dwelling
## 31362       Refinancing     Owner-occupied as a principal dwelling
## 31368     Home purchase     Owner-occupied as a principal dwelling
## 31371       Refinancing Not owner-occupied as a principal dwelling
## 31374       Refinancing     Owner-occupied as a principal dwelling
## 31380     Home purchase     Owner-occupied as a principal dwelling
## 31390     Home purchase Not owner-occupied as a principal dwelling
## 31392     Home purchase     Owner-occupied as a principal dwelling
## 31398       Refinancing     Owner-occupied as a principal dwelling
## 31405       Refinancing     Owner-occupied as a principal dwelling
## 31411     Home purchase     Owner-occupied as a principal dwelling
## 31421       Refinancing Not owner-occupied as a principal dwelling
## 31422       Refinancing     Owner-occupied as a principal dwelling
## 31428  Home improvement     Owner-occupied as a principal dwelling
## 31434       Refinancing     Owner-occupied as a principal dwelling
## 31440     Home purchase     Owner-occupied as a principal dwelling
## 31443     Home purchase     Owner-occupied as a principal dwelling
## 31446       Refinancing     Owner-occupied as a principal dwelling
## 31458     Home purchase     Owner-occupied as a principal dwelling
## 31465     Home purchase     Owner-occupied as a principal dwelling
## 31476     Home purchase     Owner-occupied as a principal dwelling
## 31494       Refinancing     Owner-occupied as a principal dwelling
## 31500     Home purchase     Owner-occupied as a principal dwelling
## 31503  Home improvement     Owner-occupied as a principal dwelling
## 31506     Home purchase     Owner-occupied as a principal dwelling
## 31517     Home purchase Not owner-occupied as a principal dwelling
## 31519     Home purchase     Owner-occupied as a principal dwelling
## 31524       Refinancing     Owner-occupied as a principal dwelling
## 31542     Home purchase     Owner-occupied as a principal dwelling
## 31554     Home purchase     Owner-occupied as a principal dwelling
## 31566       Refinancing     Owner-occupied as a principal dwelling
## 31572     Home purchase     Owner-occupied as a principal dwelling
## 31573       Refinancing     Owner-occupied as a principal dwelling
## 31581     Home purchase Not owner-occupied as a principal dwelling
## 31590     Home purchase     Owner-occupied as a principal dwelling
## 31608       Refinancing     Owner-occupied as a principal dwelling
## 31609     Home purchase Not owner-occupied as a principal dwelling
## 31614     Home purchase     Owner-occupied as a principal dwelling
## 31620     Home purchase     Owner-occupied as a principal dwelling
## 31621       Refinancing Not owner-occupied as a principal dwelling
## 31632       Refinancing     Owner-occupied as a principal dwelling
## 31638     Home purchase     Owner-occupied as a principal dwelling
## 31647     Home purchase     Owner-occupied as a principal dwelling
## 31655     Home purchase Not owner-occupied as a principal dwelling
## 31668       Refinancing     Owner-occupied as a principal dwelling
## 31669     Home purchase     Owner-occupied as a principal dwelling
## 31686     Home purchase     Owner-occupied as a principal dwelling
## 31692     Home purchase     Owner-occupied as a principal dwelling
## 31705       Refinancing     Owner-occupied as a principal dwelling
## 31710     Home purchase     Owner-occupied as a principal dwelling
## 31722       Refinancing     Owner-occupied as a principal dwelling
## 31728       Refinancing     Owner-occupied as a principal dwelling
## 31734     Home purchase     Owner-occupied as a principal dwelling
## 31749     Home purchase     Owner-occupied as a principal dwelling
## 31752     Home purchase     Owner-occupied as a principal dwelling
## 31758     Home purchase     Owner-occupied as a principal dwelling
## 31776       Refinancing     Owner-occupied as a principal dwelling
## 31788     Home purchase     Owner-occupied as a principal dwelling
## 31800     Home purchase     Owner-occupied as a principal dwelling
## 31807     Home purchase     Owner-occupied as a principal dwelling
## 31824       Refinancing     Owner-occupied as a principal dwelling
## 31830     Home purchase     Owner-occupied as a principal dwelling
## 31836       Refinancing     Owner-occupied as a principal dwelling
## 31843  Home improvement     Owner-occupied as a principal dwelling
## 31848     Home purchase     Owner-occupied as a principal dwelling
## 31849     Home purchase Not owner-occupied as a principal dwelling
## 31866     Home purchase     Owner-occupied as a principal dwelling
## 31872     Home purchase     Owner-occupied as a principal dwelling
## 31878     Home purchase     Owner-occupied as a principal dwelling
## 31884     Home purchase     Owner-occupied as a principal dwelling
## 31890     Home purchase     Owner-occupied as a principal dwelling
## 31896       Refinancing     Owner-occupied as a principal dwelling
## 31902     Home purchase     Owner-occupied as a principal dwelling
## 31905     Home purchase     Owner-occupied as a principal dwelling
## 31908       Refinancing     Owner-occupied as a principal dwelling
## 31932     Home purchase     Owner-occupied as a principal dwelling
## 31936       Refinancing     Owner-occupied as a principal dwelling
## 31938       Refinancing     Owner-occupied as a principal dwelling
## 31944       Refinancing     Owner-occupied as a principal dwelling
## 31945       Refinancing Not owner-occupied as a principal dwelling
## 31950     Home purchase     Owner-occupied as a principal dwelling
## 31956     Home purchase     Owner-occupied as a principal dwelling
## 31957     Home purchase     Owner-occupied as a principal dwelling
## 31962       Refinancing     Owner-occupied as a principal dwelling
## 31968  Home improvement     Owner-occupied as a principal dwelling
## 31974     Home purchase     Owner-occupied as a principal dwelling
## 32010     Home purchase     Owner-occupied as a principal dwelling
## 32015     Home purchase     Owner-occupied as a principal dwelling
## 32023     Home purchase     Owner-occupied as a principal dwelling
## 32027  Home improvement     Owner-occupied as a principal dwelling
## 32046     Home purchase     Owner-occupied as a principal dwelling
## 32051     Home purchase     Owner-occupied as a principal dwelling
## 32052     Home purchase     Owner-occupied as a principal dwelling
## 32058       Refinancing     Owner-occupied as a principal dwelling
## 32064       Refinancing     Owner-occupied as a principal dwelling
## 32070     Home purchase     Owner-occupied as a principal dwelling
## 32082     Home purchase     Owner-occupied as a principal dwelling
## 32088       Refinancing     Owner-occupied as a principal dwelling
## 32094     Home purchase     Owner-occupied as a principal dwelling
## 32096     Home purchase Not owner-occupied as a principal dwelling
## 32100       Refinancing     Owner-occupied as a principal dwelling
## 32117       Refinancing     Owner-occupied as a principal dwelling
## 32118     Home purchase     Owner-occupied as a principal dwelling
## 32125     Home purchase Not owner-occupied as a principal dwelling
## 32130     Home purchase     Owner-occupied as a principal dwelling
## 32136     Home purchase     Owner-occupied as a principal dwelling
## 32148       Refinancing     Owner-occupied as a principal dwelling
## 32154       Refinancing     Owner-occupied as a principal dwelling
## 32155     Home purchase     Owner-occupied as a principal dwelling
## 32160       Refinancing     Owner-occupied as a principal dwelling
## 32172     Home purchase     Owner-occupied as a principal dwelling
## 32178     Home purchase     Owner-occupied as a principal dwelling
## 32190     Home purchase     Owner-occupied as a principal dwelling
## 32196       Refinancing     Owner-occupied as a principal dwelling
## 32201     Home purchase Not owner-occupied as a principal dwelling
## 32202     Home purchase     Owner-occupied as a principal dwelling
## 32207     Home purchase Not owner-occupied as a principal dwelling
## 32208     Home purchase     Owner-occupied as a principal dwelling
## 32212     Home purchase Not owner-occupied as a principal dwelling
## 32226       Refinancing     Owner-occupied as a principal dwelling
## 32232       Refinancing     Owner-occupied as a principal dwelling
## 32238     Home purchase     Owner-occupied as a principal dwelling
## 32246     Home purchase     Owner-occupied as a principal dwelling
## 32256     Home purchase     Owner-occupied as a principal dwelling
## 32270     Home purchase     Owner-occupied as a principal dwelling
## 32292       Refinancing     Owner-occupied as a principal dwelling
## 32304       Refinancing     Owner-occupied as a principal dwelling
## 32306     Home purchase     Owner-occupied as a principal dwelling
## 32313     Home purchase Not owner-occupied as a principal dwelling
## 32316       Refinancing     Owner-occupied as a principal dwelling
## 32318     Home purchase Not owner-occupied as a principal dwelling
## 32322       Refinancing     Owner-occupied as a principal dwelling
## 32323     Home purchase     Owner-occupied as a principal dwelling
## 32324     Home purchase     Owner-occupied as a principal dwelling
## 32334     Home purchase     Owner-occupied as a principal dwelling
## 32336     Home purchase     Owner-occupied as a principal dwelling
## 32354     Home purchase     Owner-occupied as a principal dwelling
## 32356  Home improvement     Owner-occupied as a principal dwelling
## 32358     Home purchase     Owner-occupied as a principal dwelling
## 32360     Home purchase     Owner-occupied as a principal dwelling
## 32365       Refinancing     Owner-occupied as a principal dwelling
## 32366     Home purchase     Owner-occupied as a principal dwelling
## 32372       Refinancing     Owner-occupied as a principal dwelling
## 32377     Home purchase     Owner-occupied as a principal dwelling
## 32388     Home purchase     Owner-occupied as a principal dwelling
## 32394       Refinancing     Owner-occupied as a principal dwelling
## 32406     Home purchase     Owner-occupied as a principal dwelling
## 32418     Home purchase     Owner-occupied as a principal dwelling
## 32424     Home purchase     Owner-occupied as a principal dwelling
## 32430       Refinancing     Owner-occupied as a principal dwelling
## 32436       Refinancing     Owner-occupied as a principal dwelling
## 32448       Refinancing     Owner-occupied as a principal dwelling
## 32454     Home purchase     Owner-occupied as a principal dwelling
## 32457       Refinancing     Owner-occupied as a principal dwelling
## 32496     Home purchase     Owner-occupied as a principal dwelling
## 32514       Refinancing     Owner-occupied as a principal dwelling
## 32520     Home purchase     Owner-occupied as a principal dwelling
## 32532     Home purchase     Owner-occupied as a principal dwelling
## 32544       Refinancing     Owner-occupied as a principal dwelling
## 32553       Refinancing     Owner-occupied as a principal dwelling
## 32556     Home purchase     Owner-occupied as a principal dwelling
## 32562     Home purchase     Owner-occupied as a principal dwelling
## 32568     Home purchase     Owner-occupied as a principal dwelling
## 32580     Home purchase     Owner-occupied as a principal dwelling
## 32592     Home purchase     Owner-occupied as a principal dwelling
## 32601  Home improvement     Owner-occupied as a principal dwelling
## 32604       Refinancing     Owner-occupied as a principal dwelling
## 32622     Home purchase     Owner-occupied as a principal dwelling
## 32634       Refinancing     Owner-occupied as a principal dwelling
## 32640       Refinancing     Owner-occupied as a principal dwelling
## 32646       Refinancing     Owner-occupied as a principal dwelling
## 32647       Refinancing     Owner-occupied as a principal dwelling
## 32652       Refinancing     Owner-occupied as a principal dwelling
## 32653     Home purchase Not owner-occupied as a principal dwelling
## 32659     Home purchase     Owner-occupied as a principal dwelling
## 32664     Home purchase     Owner-occupied as a principal dwelling
## 32676     Home purchase     Owner-occupied as a principal dwelling
## 32678       Refinancing     Owner-occupied as a principal dwelling
## 32685     Home purchase     Owner-occupied as a principal dwelling
## 32694     Home purchase     Owner-occupied as a principal dwelling
## 32705     Home purchase     Owner-occupied as a principal dwelling
## 32706     Home purchase     Owner-occupied as a principal dwelling
## 32708     Home purchase     Owner-occupied as a principal dwelling
## 32713     Home purchase Not owner-occupied as a principal dwelling
## 32717     Home purchase Not owner-occupied as a principal dwelling
## 32736       Refinancing     Owner-occupied as a principal dwelling
## 32742     Home purchase     Owner-occupied as a principal dwelling
## 32745     Home purchase Not owner-occupied as a principal dwelling
## 32748     Home purchase     Owner-occupied as a principal dwelling
## 32760     Home purchase     Owner-occupied as a principal dwelling
## 32764       Refinancing     Owner-occupied as a principal dwelling
## 32765     Home purchase Not owner-occupied as a principal dwelling
## 32766       Refinancing     Owner-occupied as a principal dwelling
## 32779     Home purchase     Owner-occupied as a principal dwelling
## 32784     Home purchase     Owner-occupied as a principal dwelling
## 32790     Home purchase     Owner-occupied as a principal dwelling
## 32794     Home purchase     Owner-occupied as a principal dwelling
## 32807     Home purchase Not owner-occupied as a principal dwelling
## 32808     Home purchase     Owner-occupied as a principal dwelling
## 32820       Refinancing     Owner-occupied as a principal dwelling
## 32826     Home purchase     Owner-occupied as a principal dwelling
## 32831     Home purchase     Owner-occupied as a principal dwelling
## 32832     Home purchase     Owner-occupied as a principal dwelling
## 32838       Refinancing     Owner-occupied as a principal dwelling
## 32844       Refinancing     Owner-occupied as a principal dwelling
## 32850     Home purchase     Owner-occupied as a principal dwelling
## 32857     Home purchase Not owner-occupied as a principal dwelling
## 32868     Home purchase     Owner-occupied as a principal dwelling
## 32871       Refinancing Not owner-occupied as a principal dwelling
## 32873     Home purchase     Owner-occupied as a principal dwelling
## 32874       Refinancing     Owner-occupied as a principal dwelling
## 32892     Home purchase     Owner-occupied as a principal dwelling
## 32899     Home purchase     Owner-occupied as a principal dwelling
## 32909     Home purchase Not owner-occupied as a principal dwelling
## 32911       Refinancing     Owner-occupied as a principal dwelling
## 32916     Home purchase     Owner-occupied as a principal dwelling
## 32928     Home purchase     Owner-occupied as a principal dwelling
## 32940       Refinancing     Owner-occupied as a principal dwelling
## 32941     Home purchase     Owner-occupied as a principal dwelling
## 32958     Home purchase     Owner-occupied as a principal dwelling
## 32964       Refinancing     Owner-occupied as a principal dwelling
## 32970     Home purchase     Owner-occupied as a principal dwelling
## 32976     Home purchase     Owner-occupied as a principal dwelling
## 32994     Home purchase     Owner-occupied as a principal dwelling
## 33000       Refinancing     Owner-occupied as a principal dwelling
## 33018       Refinancing     Owner-occupied as a principal dwelling
## 33024     Home purchase     Owner-occupied as a principal dwelling
## 33027     Home purchase     Owner-occupied as a principal dwelling
## 33030       Refinancing     Owner-occupied as a principal dwelling
## 33036       Refinancing     Owner-occupied as a principal dwelling
## 33048  Home improvement     Owner-occupied as a principal dwelling
## 33052     Home purchase Not owner-occupied as a principal dwelling
## 33054     Home purchase     Owner-occupied as a principal dwelling
## 33057       Refinancing Not owner-occupied as a principal dwelling
## 33060     Home purchase     Owner-occupied as a principal dwelling
## 33084     Home purchase     Owner-occupied as a principal dwelling
## 33090       Refinancing     Owner-occupied as a principal dwelling
## 33096     Home purchase     Owner-occupied as a principal dwelling
## 33108       Refinancing     Owner-occupied as a principal dwelling
## 33109       Refinancing     Owner-occupied as a principal dwelling
## 33120     Home purchase     Owner-occupied as a principal dwelling
## 33125     Home purchase     Owner-occupied as a principal dwelling
## 33131     Home purchase     Owner-occupied as a principal dwelling
## 33138       Refinancing     Owner-occupied as a principal dwelling
## 33144     Home purchase     Owner-occupied as a principal dwelling
## 33150     Home purchase     Owner-occupied as a principal dwelling
## 33157     Home purchase     Owner-occupied as a principal dwelling
## 33168       Refinancing     Owner-occupied as a principal dwelling
## 33180     Home purchase     Owner-occupied as a principal dwelling
## 33186     Home purchase     Owner-occupied as a principal dwelling
## 33195     Home purchase     Owner-occupied as a principal dwelling
## 33204     Home purchase     Owner-occupied as a principal dwelling
## 33216  Home improvement     Owner-occupied as a principal dwelling
## 33223  Home improvement Not owner-occupied as a principal dwelling
## 33228     Home purchase     Owner-occupied as a principal dwelling
## 33231     Home purchase     Owner-occupied as a principal dwelling
## 33246     Home purchase     Owner-occupied as a principal dwelling
## 33252     Home purchase     Owner-occupied as a principal dwelling
## 33270       Refinancing     Owner-occupied as a principal dwelling
## 33282       Refinancing     Owner-occupied as a principal dwelling
## 33288     Home purchase     Owner-occupied as a principal dwelling
## 33289       Refinancing Not owner-occupied as a principal dwelling
## 33294     Home purchase     Owner-occupied as a principal dwelling
## 33295     Home purchase Not owner-occupied as a principal dwelling
## 33303       Refinancing     Owner-occupied as a principal dwelling
## 33306     Home purchase     Owner-occupied as a principal dwelling
## 33315       Refinancing     Owner-occupied as a principal dwelling
## 33318     Home purchase     Owner-occupied as a principal dwelling
## 33324       Refinancing     Owner-occupied as a principal dwelling
## 33330       Refinancing     Owner-occupied as a principal dwelling
## 33348     Home purchase     Owner-occupied as a principal dwelling
## 33355     Home purchase     Owner-occupied as a principal dwelling
## 33408     Home purchase     Owner-occupied as a principal dwelling
## 33417  Home improvement     Owner-occupied as a principal dwelling
## 33426     Home purchase     Owner-occupied as a principal dwelling
## 33432     Home purchase     Owner-occupied as a principal dwelling
## 33444     Home purchase     Owner-occupied as a principal dwelling
## 33445     Home purchase Not owner-occupied as a principal dwelling
## 33456     Home purchase     Owner-occupied as a principal dwelling
## 33457     Home purchase     Owner-occupied as a principal dwelling
## 33469  Home improvement     Owner-occupied as a principal dwelling
## 33480       Refinancing     Owner-occupied as a principal dwelling
## 33486     Home purchase     Owner-occupied as a principal dwelling
## 33493     Home purchase Not owner-occupied as a principal dwelling
## 33510     Home purchase     Owner-occupied as a principal dwelling
## 33528       Refinancing     Owner-occupied as a principal dwelling
## 33534       Refinancing     Owner-occupied as a principal dwelling
## 33546     Home purchase     Owner-occupied as a principal dwelling
## 33558     Home purchase     Owner-occupied as a principal dwelling
## 33564  Home improvement     Owner-occupied as a principal dwelling
## 33571  Home improvement     Owner-occupied as a principal dwelling
## 33576       Refinancing     Owner-occupied as a principal dwelling
## 33600     Home purchase     Owner-occupied as a principal dwelling
## 33606       Refinancing     Owner-occupied as a principal dwelling
## 33618     Home purchase     Owner-occupied as a principal dwelling
## 33636     Home purchase     Owner-occupied as a principal dwelling
## 33648     Home purchase     Owner-occupied as a principal dwelling
## 33663     Home purchase     Owner-occupied as a principal dwelling
## 33671     Home purchase     Owner-occupied as a principal dwelling
## 33672     Home purchase     Owner-occupied as a principal dwelling
## 33678     Home purchase     Owner-occupied as a principal dwelling
## 33685     Home purchase     Owner-occupied as a principal dwelling
## 33690       Refinancing     Owner-occupied as a principal dwelling
## 33708       Refinancing     Owner-occupied as a principal dwelling
## 33714     Home purchase     Owner-occupied as a principal dwelling
## 33715       Refinancing     Owner-occupied as a principal dwelling
## 33738       Refinancing     Owner-occupied as a principal dwelling
## 33751     Home purchase     Owner-occupied as a principal dwelling
## 33773     Home purchase Not owner-occupied as a principal dwelling
## 33774     Home purchase     Owner-occupied as a principal dwelling
## 33786       Refinancing     Owner-occupied as a principal dwelling
## 33793     Home purchase     Owner-occupied as a principal dwelling
## 33797     Home purchase Not owner-occupied as a principal dwelling
## 33805     Home purchase     Owner-occupied as a principal dwelling
## 33816       Refinancing     Owner-occupied as a principal dwelling
## 33817     Home purchase     Owner-occupied as a principal dwelling
## 33824     Home purchase Not owner-occupied as a principal dwelling
## 33882     Home purchase     Owner-occupied as a principal dwelling
## 33894     Home purchase     Owner-occupied as a principal dwelling
## 33912     Home purchase     Owner-occupied as a principal dwelling
## 33918     Home purchase     Owner-occupied as a principal dwelling
## 33919     Home purchase Not owner-occupied as a principal dwelling
## 33920  Home improvement     Owner-occupied as a principal dwelling
## 33924     Home purchase     Owner-occupied as a principal dwelling
## 33926     Home purchase Not owner-occupied as a principal dwelling
## 33930     Home purchase     Owner-occupied as a principal dwelling
## 33936     Home purchase     Owner-occupied as a principal dwelling
## 33948     Home purchase     Owner-occupied as a principal dwelling
## 33954     Home purchase     Owner-occupied as a principal dwelling
## 33972     Home purchase     Owner-occupied as a principal dwelling
## 33977     Home purchase     Owner-occupied as a principal dwelling
## 33984     Home purchase     Owner-occupied as a principal dwelling
## 33987     Home purchase Not owner-occupied as a principal dwelling
## 34020  Home improvement     Owner-occupied as a principal dwelling
## 34023     Home purchase     Owner-occupied as a principal dwelling
## 34038       Refinancing     Owner-occupied as a principal dwelling
## 34050     Home purchase     Owner-occupied as a principal dwelling
## 34056       Refinancing     Owner-occupied as a principal dwelling
## 34062     Home purchase     Owner-occupied as a principal dwelling
## 34068       Refinancing     Owner-occupied as a principal dwelling
## 34074       Refinancing     Owner-occupied as a principal dwelling
## 34079       Refinancing     Owner-occupied as a principal dwelling
## 34080     Home purchase     Owner-occupied as a principal dwelling
## 34083       Refinancing     Owner-occupied as a principal dwelling
## 34086     Home purchase     Owner-occupied as a principal dwelling
## 34092  Home improvement     Owner-occupied as a principal dwelling
## 34098       Refinancing     Owner-occupied as a principal dwelling
## 34101     Home purchase     Owner-occupied as a principal dwelling
## 34105       Refinancing Not owner-occupied as a principal dwelling
## 34110     Home purchase     Owner-occupied as a principal dwelling
## 34116     Home purchase     Owner-occupied as a principal dwelling
## 34122     Home purchase     Owner-occupied as a principal dwelling
## 34131       Refinancing Not owner-occupied as a principal dwelling
## 34134     Home purchase     Owner-occupied as a principal dwelling
## 34147     Home purchase     Owner-occupied as a principal dwelling
## 34158     Home purchase     Owner-occupied as a principal dwelling
## 34164       Refinancing     Owner-occupied as a principal dwelling
## 34174     Home purchase     Owner-occupied as a principal dwelling
## 34176     Home purchase     Owner-occupied as a principal dwelling
## 34206     Home purchase     Owner-occupied as a principal dwelling
## 34208       Refinancing     Owner-occupied as a principal dwelling
## 34212     Home purchase     Owner-occupied as a principal dwelling
## 34215     Home purchase     Owner-occupied as a principal dwelling
## 34218     Home purchase     Owner-occupied as a principal dwelling
## 34220  Home improvement     Owner-occupied as a principal dwelling
## 34222       Refinancing     Owner-occupied as a principal dwelling
## 34224     Home purchase     Owner-occupied as a principal dwelling
## 34225  Home improvement     Owner-occupied as a principal dwelling
## 34260       Refinancing     Owner-occupied as a principal dwelling
## 34266     Home purchase     Owner-occupied as a principal dwelling
## 34271     Home purchase     Owner-occupied as a principal dwelling
## 34272       Refinancing     Owner-occupied as a principal dwelling
## 34278       Refinancing     Owner-occupied as a principal dwelling
## 34289     Home purchase     Owner-occupied as a principal dwelling
## 34290       Refinancing     Owner-occupied as a principal dwelling
## 34292     Home purchase     Owner-occupied as a principal dwelling
## 34296     Home purchase     Owner-occupied as a principal dwelling
## 34308       Refinancing     Owner-occupied as a principal dwelling
## 34326       Refinancing     Owner-occupied as a principal dwelling
## 34327  Home improvement     Owner-occupied as a principal dwelling
## 34338     Home purchase     Owner-occupied as a principal dwelling
## 34350     Home purchase     Owner-occupied as a principal dwelling
## 34360       Refinancing     Owner-occupied as a principal dwelling
## 34368  Home improvement     Owner-occupied as a principal dwelling
## 34369     Home purchase     Owner-occupied as a principal dwelling
## 34392       Refinancing     Owner-occupied as a principal dwelling
## 34423     Home purchase Not owner-occupied as a principal dwelling
## 34428       Refinancing     Owner-occupied as a principal dwelling
## 34440     Home purchase     Owner-occupied as a principal dwelling
## 34445       Refinancing     Owner-occupied as a principal dwelling
## 34452     Home purchase     Owner-occupied as a principal dwelling
## 34458     Home purchase     Owner-occupied as a principal dwelling
## 34470       Refinancing     Owner-occupied as a principal dwelling
## 34477       Refinancing     Owner-occupied as a principal dwelling
## 34484       Refinancing     Owner-occupied as a principal dwelling
## 34492     Home purchase Not owner-occupied as a principal dwelling
## 34494     Home purchase     Owner-occupied as a principal dwelling
## 34497     Home purchase     Owner-occupied as a principal dwelling
## 34500       Refinancing     Owner-occupied as a principal dwelling
## 34502     Home purchase     Owner-occupied as a principal dwelling
## 34514     Home purchase     Owner-occupied as a principal dwelling
## 34518       Refinancing     Owner-occupied as a principal dwelling
## 34522     Home purchase     Owner-occupied as a principal dwelling
## 34528       Refinancing     Owner-occupied as a principal dwelling
## 34530       Refinancing     Owner-occupied as a principal dwelling
## 34536     Home purchase     Owner-occupied as a principal dwelling
## 34547  Home improvement     Owner-occupied as a principal dwelling
## 34548       Refinancing     Owner-occupied as a principal dwelling
## 34550       Refinancing     Owner-occupied as a principal dwelling
## 34554     Home purchase     Owner-occupied as a principal dwelling
## 34566       Refinancing     Owner-occupied as a principal dwelling
## 34568     Home purchase     Owner-occupied as a principal dwelling
## 34571     Home purchase     Owner-occupied as a principal dwelling
## 34572     Home purchase     Owner-occupied as a principal dwelling
## 34600     Home purchase     Owner-occupied as a principal dwelling
## 34611       Refinancing     Owner-occupied as a principal dwelling
## 34616       Refinancing     Owner-occupied as a principal dwelling
## 34628     Home purchase     Owner-occupied as a principal dwelling
## 34634     Home purchase     Owner-occupied as a principal dwelling
## 34638     Home purchase     Owner-occupied as a principal dwelling
## 34640     Home purchase     Owner-occupied as a principal dwelling
## 34651       Refinancing Not owner-occupied as a principal dwelling
## 34652       Refinancing     Owner-occupied as a principal dwelling
## 34656       Refinancing     Owner-occupied as a principal dwelling
## 34677       Refinancing     Owner-occupied as a principal dwelling
## 34680     Home purchase     Owner-occupied as a principal dwelling
## 34687     Home purchase     Owner-occupied as a principal dwelling
## 34695     Home purchase     Owner-occupied as a principal dwelling
## 34700     Home purchase     Owner-occupied as a principal dwelling
## 34701     Home purchase     Owner-occupied as a principal dwelling
## 34712     Home purchase     Owner-occupied as a principal dwelling
## 34715     Home purchase Not owner-occupied as a principal dwelling
## 34722     Home purchase     Owner-occupied as a principal dwelling
## 34724     Home purchase Not owner-occupied as a principal dwelling
## 34726     Home purchase Not owner-occupied as a principal dwelling
## 34730     Home purchase     Owner-occupied as a principal dwelling
## 34736  Home improvement     Owner-occupied as a principal dwelling
## 34738       Refinancing     Owner-occupied as a principal dwelling
## 34742       Refinancing     Owner-occupied as a principal dwelling
## 34748       Refinancing     Owner-occupied as a principal dwelling
## 34758     Home purchase     Owner-occupied as a principal dwelling
## 34770       Refinancing     Owner-occupied as a principal dwelling
## 34772  Home improvement     Owner-occupied as a principal dwelling
## 34788       Refinancing     Owner-occupied as a principal dwelling
## 34790     Home purchase     Owner-occupied as a principal dwelling
## 34808     Home purchase     Owner-occupied as a principal dwelling
## 34812     Home purchase     Owner-occupied as a principal dwelling
## 34817       Refinancing     Owner-occupied as a principal dwelling
## 34818     Home purchase     Owner-occupied as a principal dwelling
## 34820       Refinancing     Owner-occupied as a principal dwelling
## 34830       Refinancing     Owner-occupied as a principal dwelling
## 34831       Refinancing     Owner-occupied as a principal dwelling
## 34838     Home purchase     Owner-occupied as a principal dwelling
## 34840       Refinancing Not owner-occupied as a principal dwelling
## 34844       Refinancing     Owner-occupied as a principal dwelling
## 34848     Home purchase     Owner-occupied as a principal dwelling
## 34850  Home improvement     Owner-occupied as a principal dwelling
## 34854     Home purchase     Owner-occupied as a principal dwelling
## 34862     Home purchase     Owner-occupied as a principal dwelling
## 34865     Home purchase     Owner-occupied as a principal dwelling
## 34868     Home purchase     Owner-occupied as a principal dwelling
## 34874     Home purchase     Owner-occupied as a principal dwelling
## 34878     Home purchase     Owner-occupied as a principal dwelling
## 34880       Refinancing     Owner-occupied as a principal dwelling
## 34884     Home purchase     Owner-occupied as a principal dwelling
## 34886     Home purchase     Owner-occupied as a principal dwelling
## 34896     Home purchase     Owner-occupied as a principal dwelling
## 34901  Home improvement     Owner-occupied as a principal dwelling
## 34904       Refinancing Not owner-occupied as a principal dwelling
## 34908     Home purchase     Owner-occupied as a principal dwelling
## 34915     Home purchase     Owner-occupied as a principal dwelling
## 34920     Home purchase     Owner-occupied as a principal dwelling
## 34926       Refinancing     Owner-occupied as a principal dwelling
## 34928     Home purchase     Owner-occupied as a principal dwelling
## 34931     Home purchase     Owner-occupied as a principal dwelling
## 34932     Home purchase     Owner-occupied as a principal dwelling
## 34938       Refinancing     Owner-occupied as a principal dwelling
## 34939     Home purchase     Owner-occupied as a principal dwelling
## 34944     Home purchase     Owner-occupied as a principal dwelling
## 34950     Home purchase     Owner-occupied as a principal dwelling
## 34955     Home purchase     Owner-occupied as a principal dwelling
## 34962     Home purchase     Owner-occupied as a principal dwelling
## 34968       Refinancing     Owner-occupied as a principal dwelling
## 34974     Home purchase     Owner-occupied as a principal dwelling
## 34986     Home purchase     Owner-occupied as a principal dwelling
## 34992     Home purchase     Owner-occupied as a principal dwelling
## 34997     Home purchase Not owner-occupied as a principal dwelling
## 34999       Refinancing     Owner-occupied as a principal dwelling
## 35000       Refinancing     Owner-occupied as a principal dwelling
## 35004     Home purchase     Owner-occupied as a principal dwelling
## 35010       Refinancing     Owner-occupied as a principal dwelling
## 35012     Home purchase     Owner-occupied as a principal dwelling
## 35013       Refinancing     Owner-occupied as a principal dwelling
## 35016       Refinancing     Owner-occupied as a principal dwelling
## 35017     Home purchase     Owner-occupied as a principal dwelling
## 35028       Refinancing     Owner-occupied as a principal dwelling
## 35029     Home purchase     Owner-occupied as a principal dwelling
## 35032     Home purchase     Owner-occupied as a principal dwelling
## 35034     Home purchase     Owner-occupied as a principal dwelling
## 35036     Home purchase     Owner-occupied as a principal dwelling
## 35041     Home purchase     Owner-occupied as a principal dwelling
## 35046     Home purchase     Owner-occupied as a principal dwelling
## 35052     Home purchase     Owner-occupied as a principal dwelling
## 35054     Home purchase Not owner-occupied as a principal dwelling
## 35058     Home purchase     Owner-occupied as a principal dwelling
## 35060  Home improvement Not owner-occupied as a principal dwelling
## 35064     Home purchase     Owner-occupied as a principal dwelling
## 35072  Home improvement     Owner-occupied as a principal dwelling
## 35076       Refinancing     Owner-occupied as a principal dwelling
## 35085       Refinancing     Owner-occupied as a principal dwelling
## 35094       Refinancing     Owner-occupied as a principal dwelling
## 35100     Home purchase     Owner-occupied as a principal dwelling
## 35101     Home purchase     Owner-occupied as a principal dwelling
## 35106       Refinancing     Owner-occupied as a principal dwelling
## 35108       Refinancing Not owner-occupied as a principal dwelling
## 35116       Refinancing     Owner-occupied as a principal dwelling
## 35118     Home purchase     Owner-occupied as a principal dwelling
## 35124       Refinancing     Owner-occupied as a principal dwelling
## 35126       Refinancing     Owner-occupied as a principal dwelling
## 35127     Home purchase     Owner-occupied as a principal dwelling
## 35144     Home purchase     Owner-occupied as a principal dwelling
## 35148     Home purchase     Owner-occupied as a principal dwelling
## 35154       Refinancing     Owner-occupied as a principal dwelling
## 35156     Home purchase     Owner-occupied as a principal dwelling
## 35168     Home purchase     Owner-occupied as a principal dwelling
## 35174       Refinancing     Owner-occupied as a principal dwelling
## 35184     Home purchase     Owner-occupied as a principal dwelling
## 35185     Home purchase     Owner-occupied as a principal dwelling
## 35208       Refinancing     Owner-occupied as a principal dwelling
## 35215  Home improvement     Owner-occupied as a principal dwelling
## 35238       Refinancing     Owner-occupied as a principal dwelling
## 35240     Home purchase Not owner-occupied as a principal dwelling
## 35242     Home purchase Not owner-occupied as a principal dwelling
## 35244       Refinancing     Owner-occupied as a principal dwelling
## 35250     Home purchase     Owner-occupied as a principal dwelling
## 35251  Home improvement     Owner-occupied as a principal dwelling
## 35292     Home purchase     Owner-occupied as a principal dwelling
## 35294       Refinancing     Owner-occupied as a principal dwelling
## 35298     Home purchase     Owner-occupied as a principal dwelling
## 35317       Refinancing     Owner-occupied as a principal dwelling
## 35322     Home purchase     Owner-occupied as a principal dwelling
## 35328     Home purchase     Owner-occupied as a principal dwelling
## 35330       Refinancing     Owner-occupied as a principal dwelling
## 35335       Refinancing     Owner-occupied as a principal dwelling
## 35346     Home purchase     Owner-occupied as a principal dwelling
## 35348     Home purchase     Owner-occupied as a principal dwelling
## 35352       Refinancing     Owner-occupied as a principal dwelling
## 35358     Home purchase     Owner-occupied as a principal dwelling
## 35370     Home purchase     Owner-occupied as a principal dwelling
## 35372     Home purchase     Owner-occupied as a principal dwelling
## 35376     Home purchase     Owner-occupied as a principal dwelling
## 35382     Home purchase     Owner-occupied as a principal dwelling
## 35388     Home purchase     Owner-occupied as a principal dwelling
## 35394     Home purchase     Owner-occupied as a principal dwelling
## 35400       Refinancing     Owner-occupied as a principal dwelling
## 35402       Refinancing     Owner-occupied as a principal dwelling
## 35406     Home purchase     Owner-occupied as a principal dwelling
## 35408       Refinancing     Owner-occupied as a principal dwelling
## 35412     Home purchase     Owner-occupied as a principal dwelling
## 35430     Home purchase     Owner-occupied as a principal dwelling
## 35431     Home purchase     Owner-occupied as a principal dwelling
## 35448     Home purchase     Owner-occupied as a principal dwelling
## 35450       Refinancing     Owner-occupied as a principal dwelling
## 35454     Home purchase     Owner-occupied as a principal dwelling
## 35455  Home improvement     Owner-occupied as a principal dwelling
## 35460     Home purchase     Owner-occupied as a principal dwelling
## 35466     Home purchase     Owner-occupied as a principal dwelling
## 35472     Home purchase     Owner-occupied as a principal dwelling
## 35478       Refinancing     Owner-occupied as a principal dwelling
## 35484     Home purchase     Owner-occupied as a principal dwelling
## 35485     Home purchase     Owner-occupied as a principal dwelling
## 35490       Refinancing     Owner-occupied as a principal dwelling
## 35496     Home purchase     Owner-occupied as a principal dwelling
## 35498     Home purchase     Owner-occupied as a principal dwelling
## 35502     Home purchase     Owner-occupied as a principal dwelling
## 35514     Home purchase     Owner-occupied as a principal dwelling
## 35516       Refinancing     Owner-occupied as a principal dwelling
## 35520     Home purchase     Owner-occupied as a principal dwelling
## 35521  Home improvement     Owner-occupied as a principal dwelling
## 35522       Refinancing     Owner-occupied as a principal dwelling
## 35525     Home purchase Not owner-occupied as a principal dwelling
## 35528       Refinancing     Owner-occupied as a principal dwelling
## 35532     Home purchase     Owner-occupied as a principal dwelling
## 35538     Home purchase     Owner-occupied as a principal dwelling
## 35544       Refinancing     Owner-occupied as a principal dwelling
## 35586       Refinancing     Owner-occupied as a principal dwelling
## 35598     Home purchase     Owner-occupied as a principal dwelling
## 35601     Home purchase     Owner-occupied as a principal dwelling
## 35616     Home purchase     Owner-occupied as a principal dwelling
## 35619       Refinancing     Owner-occupied as a principal dwelling
## 35622     Home purchase     Owner-occupied as a principal dwelling
## 35634     Home purchase     Owner-occupied as a principal dwelling
## 35640       Refinancing     Owner-occupied as a principal dwelling
## 35646     Home purchase     Owner-occupied as a principal dwelling
## 35652       Refinancing     Owner-occupied as a principal dwelling
## 35653     Home purchase     Owner-occupied as a principal dwelling
## 35664       Refinancing     Owner-occupied as a principal dwelling
## 35676       Refinancing     Owner-occupied as a principal dwelling
## 35678       Refinancing     Owner-occupied as a principal dwelling
## 35686     Home purchase     Owner-occupied as a principal dwelling
## 35688       Refinancing     Owner-occupied as a principal dwelling
## 35703     Home purchase     Owner-occupied as a principal dwelling
## 35724     Home purchase     Owner-occupied as a principal dwelling
## 35730     Home purchase     Owner-occupied as a principal dwelling
## 35737       Refinancing Not owner-occupied as a principal dwelling
## 35742     Home purchase     Owner-occupied as a principal dwelling
## 35748     Home purchase     Owner-occupied as a principal dwelling
## 35760  Home improvement     Owner-occupied as a principal dwelling
## 35784       Refinancing     Owner-occupied as a principal dwelling
## 35789     Home purchase Not owner-occupied as a principal dwelling
## 35790     Home purchase     Owner-occupied as a principal dwelling
## 35802     Home purchase     Owner-occupied as a principal dwelling
## 35814     Home purchase     Owner-occupied as a principal dwelling
## 35820     Home purchase     Owner-occupied as a principal dwelling
## 35910     Home purchase     Owner-occupied as a principal dwelling
## 35921     Home purchase     Owner-occupied as a principal dwelling
## 35922     Home purchase     Owner-occupied as a principal dwelling
## 35925     Home purchase Not owner-occupied as a principal dwelling
## 35937       Refinancing     Owner-occupied as a principal dwelling
## 35946       Refinancing     Owner-occupied as a principal dwelling
## 35970     Home purchase     Owner-occupied as a principal dwelling
## 35979     Home purchase     Owner-occupied as a principal dwelling
## 36006       Refinancing     Owner-occupied as a principal dwelling
## 36013     Home purchase     Owner-occupied as a principal dwelling
## 36015       Refinancing     Owner-occupied as a principal dwelling
## 36043     Home purchase     Owner-occupied as a principal dwelling
## 36073     Home purchase     Owner-occupied as a principal dwelling
## 36087     Home purchase Not owner-occupied as a principal dwelling
## 36141       Refinancing     Owner-occupied as a principal dwelling
## 36174     Home purchase     Owner-occupied as a principal dwelling
## 36189     Home purchase     Owner-occupied as a principal dwelling
## 36192     Home purchase     Owner-occupied as a principal dwelling
## 36226  Home improvement     Owner-occupied as a principal dwelling
## 36261     Home purchase     Owner-occupied as a principal dwelling
## 36265     Home purchase     Owner-occupied as a principal dwelling
## 36283       Refinancing Not owner-occupied as a principal dwelling
## 36304     Home purchase     Owner-occupied as a principal dwelling
## 36315       Refinancing     Owner-occupied as a principal dwelling
## 36363     Home purchase     Owner-occupied as a principal dwelling
## 36400     Home purchase     Owner-occupied as a principal dwelling
## 36419     Home purchase Not owner-occupied as a principal dwelling
## 36432       Refinancing     Owner-occupied as a principal dwelling
## 36475     Home purchase     Owner-occupied as a principal dwelling
## 36492     Home purchase     Owner-occupied as a principal dwelling
## 36525     Home purchase     Owner-occupied as a principal dwelling
## 36569       Refinancing     Owner-occupied as a principal dwelling
## 36596  Home improvement     Owner-occupied as a principal dwelling
## 36600     Home purchase     Owner-occupied as a principal dwelling
## 36630     Home purchase     Owner-occupied as a principal dwelling
## 36637       Refinancing     Owner-occupied as a principal dwelling
## 36641       Refinancing     Owner-occupied as a principal dwelling
## 36748     Home purchase Not owner-occupied as a principal dwelling
## 36789     Home purchase Not owner-occupied as a principal dwelling
## 36799     Home purchase     Owner-occupied as a principal dwelling
## 36843       Refinancing     Owner-occupied as a principal dwelling
## 36849       Refinancing     Owner-occupied as a principal dwelling
## 36866       Refinancing     Owner-occupied as a principal dwelling
## 36883       Refinancing     Owner-occupied as a principal dwelling
## 36901     Home purchase     Owner-occupied as a principal dwelling
## 36924     Home purchase     Owner-occupied as a principal dwelling
## 36995       Refinancing     Owner-occupied as a principal dwelling
## 37077     Home purchase Not owner-occupied as a principal dwelling
## 37113       Refinancing     Owner-occupied as a principal dwelling
## 37167     Home purchase Not owner-occupied as a principal dwelling
## 37171  Home improvement     Owner-occupied as a principal dwelling
## 37201     Home purchase Not owner-occupied as a principal dwelling
## 37207       Refinancing     Owner-occupied as a principal dwelling
## 37262     Home purchase     Owner-occupied as a principal dwelling
## 37323  Home improvement     Owner-occupied as a principal dwelling
## 37387       Refinancing     Owner-occupied as a principal dwelling
## 37393       Refinancing     Owner-occupied as a principal dwelling
## 37402     Home purchase     Owner-occupied as a principal dwelling
## 37419     Home purchase     Owner-occupied as a principal dwelling
## 37435  Home improvement     Owner-occupied as a principal dwelling
## 37442       Refinancing     Owner-occupied as a principal dwelling
## 37448       Refinancing     Owner-occupied as a principal dwelling
## 37484     Home purchase     Owner-occupied as a principal dwelling
## 37579     Home purchase     Owner-occupied as a principal dwelling
## 37584       Refinancing     Owner-occupied as a principal dwelling
## 37591     Home purchase     Owner-occupied as a principal dwelling
## 37644       Refinancing     Owner-occupied as a principal dwelling
## 37681       Refinancing Not owner-occupied as a principal dwelling
## 37692     Home purchase     Owner-occupied as a principal dwelling
## 37701     Home purchase     Owner-occupied as a principal dwelling
## 37761     Home purchase     Owner-occupied as a principal dwelling
## 37783     Home purchase     Owner-occupied as a principal dwelling
## 37784     Home purchase     Owner-occupied as a principal dwelling
## 37813     Home purchase     Owner-occupied as a principal dwelling
## 37821     Home purchase Not owner-occupied as a principal dwelling
## 37832     Home purchase Not owner-occupied as a principal dwelling
## 37862       Refinancing     Owner-occupied as a principal dwelling
## 37868  Home improvement     Owner-occupied as a principal dwelling
## 37888     Home purchase     Owner-occupied as a principal dwelling
## 37896     Home purchase     Owner-occupied as a principal dwelling
## 37968     Home purchase     Owner-occupied as a principal dwelling
## 37970       Refinancing     Owner-occupied as a principal dwelling
## 38000     Home purchase     Owner-occupied as a principal dwelling
## 38014       Refinancing Not owner-occupied as a principal dwelling
## 38036     Home purchase Not owner-occupied as a principal dwelling
## 38042     Home purchase Not owner-occupied as a principal dwelling
## 38077     Home purchase     Owner-occupied as a principal dwelling
## 38126     Home purchase Not owner-occupied as a principal dwelling
## 38145       Refinancing     Owner-occupied as a principal dwelling
## 38149     Home purchase Not owner-occupied as a principal dwelling
## 38164  Home improvement     Owner-occupied as a principal dwelling
## 38166     Home purchase     Owner-occupied as a principal dwelling
## 38200  Home improvement Not owner-occupied as a principal dwelling
## 38241     Home purchase     Owner-occupied as a principal dwelling
## 38263  Home improvement     Owner-occupied as a principal dwelling
## 38280     Home purchase     Owner-occupied as a principal dwelling
## 38334  Home improvement     Owner-occupied as a principal dwelling
## 38346       Refinancing     Owner-occupied as a principal dwelling
## 38440     Home purchase     Owner-occupied as a principal dwelling
## 38462     Home purchase     Owner-occupied as a principal dwelling
## 38476     Home purchase     Owner-occupied as a principal dwelling
## 38481       Refinancing     Owner-occupied as a principal dwelling
## 38492       Refinancing     Owner-occupied as a principal dwelling
## 38565       Refinancing     Owner-occupied as a principal dwelling
## 38599       Refinancing Not owner-occupied as a principal dwelling
## 38605     Home purchase Not owner-occupied as a principal dwelling
## 38673       Refinancing     Owner-occupied as a principal dwelling
## 38695     Home purchase     Owner-occupied as a principal dwelling
## 38709     Home purchase Not owner-occupied as a principal dwelling
## 38717     Home purchase     Owner-occupied as a principal dwelling
## 38719  Home improvement     Owner-occupied as a principal dwelling
## 38760     Home purchase     Owner-occupied as a principal dwelling
## 38777     Home purchase     Owner-occupied as a principal dwelling
## 38841     Home purchase     Owner-occupied as a principal dwelling
## 38874     Home purchase     Owner-occupied as a principal dwelling
## 38921     Home purchase     Owner-occupied as a principal dwelling
## 38924     Home purchase     Owner-occupied as a principal dwelling
## 38946       Refinancing     Owner-occupied as a principal dwelling
## 38970     Home purchase     Owner-occupied as a principal dwelling
## 38976     Home purchase     Owner-occupied as a principal dwelling
## 38990     Home purchase Not owner-occupied as a principal dwelling
## 39011     Home purchase     Owner-occupied as a principal dwelling
## 39012       Refinancing     Owner-occupied as a principal dwelling
## 39030       Refinancing     Owner-occupied as a principal dwelling
## 39036     Home purchase     Owner-occupied as a principal dwelling
## 39041     Home purchase Not owner-occupied as a principal dwelling
## 39066       Refinancing     Owner-occupied as a principal dwelling
## 39078     Home purchase     Owner-occupied as a principal dwelling
## 39090       Refinancing     Owner-occupied as a principal dwelling
## 39096       Refinancing     Owner-occupied as a principal dwelling
## 39124     Home purchase     Owner-occupied as a principal dwelling
## 39150     Home purchase     Owner-occupied as a principal dwelling
## 39156     Home purchase     Owner-occupied as a principal dwelling
## 39172     Home purchase     Owner-occupied as a principal dwelling
## 39186     Home purchase     Owner-occupied as a principal dwelling
## 39188       Refinancing     Owner-occupied as a principal dwelling
## 39192     Home purchase     Owner-occupied as a principal dwelling
## 39201     Home purchase Not owner-occupied as a principal dwelling
## 39204     Home purchase     Owner-occupied as a principal dwelling
## 39210     Home purchase     Owner-occupied as a principal dwelling
## 39222     Home purchase     Owner-occupied as a principal dwelling
## 39234     Home purchase     Owner-occupied as a principal dwelling
## 39237       Refinancing Not owner-occupied as a principal dwelling
## 39246     Home purchase     Owner-occupied as a principal dwelling
## 39252       Refinancing     Owner-occupied as a principal dwelling
## 39258       Refinancing     Owner-occupied as a principal dwelling
## 39285     Home purchase     Owner-occupied as a principal dwelling
## 39288     Home purchase     Owner-occupied as a principal dwelling
## 39292       Refinancing     Owner-occupied as a principal dwelling
## 39313     Home purchase     Owner-occupied as a principal dwelling
## 39348     Home purchase     Owner-occupied as a principal dwelling
## 39397       Refinancing     Owner-occupied as a principal dwelling
## 39420     Home purchase     Owner-occupied as a principal dwelling
## 39423     Home purchase     Owner-occupied as a principal dwelling
## 39432     Home purchase     Owner-occupied as a principal dwelling
## 39453     Home purchase Not owner-occupied as a principal dwelling
## 39486     Home purchase     Owner-occupied as a principal dwelling
## 39493  Home improvement     Owner-occupied as a principal dwelling
## 39498     Home purchase     Owner-occupied as a principal dwelling
## 39505     Home purchase     Owner-occupied as a principal dwelling
## 39523  Home improvement     Owner-occupied as a principal dwelling
## 39528       Refinancing     Owner-occupied as a principal dwelling
## 39534     Home purchase     Owner-occupied as a principal dwelling
## 39541  Home improvement     Owner-occupied as a principal dwelling
## 39546       Refinancing     Owner-occupied as a principal dwelling
## 39555     Home purchase     Owner-occupied as a principal dwelling
## 39558     Home purchase     Owner-occupied as a principal dwelling
## 39564       Refinancing     Owner-occupied as a principal dwelling
## 39570     Home purchase     Owner-occupied as a principal dwelling
## 39576     Home purchase     Owner-occupied as a principal dwelling
## 39578     Home purchase     Owner-occupied as a principal dwelling
## 39582       Refinancing     Owner-occupied as a principal dwelling
## 39585     Home purchase     Owner-occupied as a principal dwelling
## 39588     Home purchase     Owner-occupied as a principal dwelling
## 39594     Home purchase     Owner-occupied as a principal dwelling
## 39595     Home purchase Not owner-occupied as a principal dwelling
## 39599       Refinancing     Owner-occupied as a principal dwelling
## 39606       Refinancing     Owner-occupied as a principal dwelling
## 39618     Home purchase     Owner-occupied as a principal dwelling
## 39624     Home purchase     Owner-occupied as a principal dwelling
## 39625     Home purchase     Owner-occupied as a principal dwelling
## 39627     Home purchase     Owner-occupied as a principal dwelling
## 39630     Home purchase     Owner-occupied as a principal dwelling
## 39631       Refinancing     Owner-occupied as a principal dwelling
## 39636     Home purchase     Owner-occupied as a principal dwelling
## 39637     Home purchase Not owner-occupied as a principal dwelling
## 39642     Home purchase     Owner-occupied as a principal dwelling
## 39647  Home improvement     Owner-occupied as a principal dwelling
## 39648     Home purchase     Owner-occupied as a principal dwelling
## 39654     Home purchase     Owner-occupied as a principal dwelling
## 39660     Home purchase     Owner-occupied as a principal dwelling
## 39666     Home purchase     Owner-occupied as a principal dwelling
## 39678     Home purchase     Owner-occupied as a principal dwelling
## 39686     Home purchase Not owner-occupied as a principal dwelling
## 39701       Refinancing     Owner-occupied as a principal dwelling
## 39728     Home purchase Not owner-occupied as a principal dwelling
## 39732     Home purchase     Owner-occupied as a principal dwelling
## 39758     Home purchase Not owner-occupied as a principal dwelling
## 39762     Home purchase     Owner-occupied as a principal dwelling
## 39768     Home purchase     Owner-occupied as a principal dwelling
## 39780  Home improvement     Owner-occupied as a principal dwelling
## 39798     Home purchase     Owner-occupied as a principal dwelling
## 39810     Home purchase     Owner-occupied as a principal dwelling
## 39816     Home purchase     Owner-occupied as a principal dwelling
## 39828     Home purchase     Owner-occupied as a principal dwelling
## 39829       Refinancing     Owner-occupied as a principal dwelling
## 39834     Home purchase     Owner-occupied as a principal dwelling
## 39851     Home purchase     Owner-occupied as a principal dwelling
## 39858     Home purchase     Owner-occupied as a principal dwelling
## 39879       Refinancing     Owner-occupied as a principal dwelling
## 39889     Home purchase     Owner-occupied as a principal dwelling
## 39906     Home purchase     Owner-occupied as a principal dwelling
## 39919       Refinancing Not owner-occupied as a principal dwelling
## 39940     Home purchase Not owner-occupied as a principal dwelling
## 39948     Home purchase     Owner-occupied as a principal dwelling
## 39960     Home purchase     Owner-occupied as a principal dwelling
## 40034     Home purchase     Owner-occupied as a principal dwelling
## 40068     Home purchase     Owner-occupied as a principal dwelling
## 40069     Home purchase     Owner-occupied as a principal dwelling
## 40073     Home purchase Not owner-occupied as a principal dwelling
## 40135       Refinancing     Owner-occupied as a principal dwelling
## 40146     Home purchase     Owner-occupied as a principal dwelling
## 40152       Refinancing     Owner-occupied as a principal dwelling
## 40204       Refinancing     Owner-occupied as a principal dwelling
## 40218     Home purchase     Owner-occupied as a principal dwelling
## 40240       Refinancing Not owner-occupied as a principal dwelling
## 40278     Home purchase     Owner-occupied as a principal dwelling
## 40282     Home purchase     Owner-occupied as a principal dwelling
## 40302     Home purchase     Owner-occupied as a principal dwelling
## 40310       Refinancing Not owner-occupied as a principal dwelling
## 40317     Home purchase     Owner-occupied as a principal dwelling
## 40340     Home purchase     Owner-occupied as a principal dwelling
## 40345     Home purchase     Owner-occupied as a principal dwelling
## 40379       Refinancing Not owner-occupied as a principal dwelling
## 40381       Refinancing     Owner-occupied as a principal dwelling
## 40386     Home purchase     Owner-occupied as a principal dwelling
## 40393     Home purchase Not owner-occupied as a principal dwelling
## 40396  Home improvement     Owner-occupied as a principal dwelling
## 40413       Refinancing     Owner-occupied as a principal dwelling
## 40429       Refinancing Not owner-occupied as a principal dwelling
## 40465     Home purchase     Owner-occupied as a principal dwelling
## 40488       Refinancing     Owner-occupied as a principal dwelling
## 40501     Home purchase     Owner-occupied as a principal dwelling
## 40512     Home purchase     Owner-occupied as a principal dwelling
## 40529       Refinancing Not owner-occupied as a principal dwelling
## 40530     Home purchase     Owner-occupied as a principal dwelling
## 40550     Home purchase Not owner-occupied as a principal dwelling
## 40567       Refinancing Not owner-occupied as a principal dwelling
## 40639     Home purchase Not owner-occupied as a principal dwelling
## 40640     Home purchase     Owner-occupied as a principal dwelling
## 40645     Home purchase Not owner-occupied as a principal dwelling
## 40661     Home purchase     Owner-occupied as a principal dwelling
## 40705       Refinancing     Owner-occupied as a principal dwelling
## 40707       Refinancing Not owner-occupied as a principal dwelling
## 40716     Home purchase     Owner-occupied as a principal dwelling
## 40731     Home purchase Not owner-occupied as a principal dwelling
## 40740     Home purchase     Owner-occupied as a principal dwelling
## 40741  Home improvement     Owner-occupied as a principal dwelling
## 40744     Home purchase     Owner-occupied as a principal dwelling
## 40762     Home purchase     Owner-occupied as a principal dwelling
## 40803     Home purchase     Owner-occupied as a principal dwelling
## 40807       Refinancing     Owner-occupied as a principal dwelling
## 40817     Home purchase     Owner-occupied as a principal dwelling
## 40853       Refinancing     Owner-occupied as a principal dwelling
## 40877     Home purchase     Owner-occupied as a principal dwelling
## 40897     Home purchase Not owner-occupied as a principal dwelling
## 40929     Home purchase Not owner-occupied as a principal dwelling
## 40978       Refinancing     Owner-occupied as a principal dwelling
## 40983       Refinancing     Owner-occupied as a principal dwelling
## 40995     Home purchase     Owner-occupied as a principal dwelling
## 41037     Home purchase     Owner-occupied as a principal dwelling
## 41041     Home purchase     Owner-occupied as a principal dwelling
## 41047       Refinancing     Owner-occupied as a principal dwelling
## 41119     Home purchase     Owner-occupied as a principal dwelling
## 41149     Home purchase     Owner-occupied as a principal dwelling
## 41176     Home purchase     Owner-occupied as a principal dwelling
## 41191     Home purchase     Owner-occupied as a principal dwelling
## 41218       Refinancing     Owner-occupied as a principal dwelling
## 41229     Home purchase     Owner-occupied as a principal dwelling
## 41241     Home purchase     Owner-occupied as a principal dwelling
## 41316     Home purchase     Owner-occupied as a principal dwelling
## 41320     Home purchase     Owner-occupied as a principal dwelling
## 41332     Home purchase     Owner-occupied as a principal dwelling
## 41355     Home purchase     Owner-occupied as a principal dwelling
## 41365  Home improvement     Owner-occupied as a principal dwelling
## 41368  Home improvement     Owner-occupied as a principal dwelling
## 41381       Refinancing Not owner-occupied as a principal dwelling
## 41406       Refinancing     Owner-occupied as a principal dwelling
## 41448     Home purchase     Owner-occupied as a principal dwelling
## 41479     Home purchase     Owner-occupied as a principal dwelling
## 41499     Home purchase     Owner-occupied as a principal dwelling
## 41515     Home purchase Not owner-occupied as a principal dwelling
## 41526       Refinancing     Owner-occupied as a principal dwelling
## 41561     Home purchase     Owner-occupied as a principal dwelling
## 41574     Home purchase     Owner-occupied as a principal dwelling
## 41584     Home purchase Not owner-occupied as a principal dwelling
## 41592     Home purchase     Owner-occupied as a principal dwelling
## 41602       Refinancing     Owner-occupied as a principal dwelling
## 41608     Home purchase Not owner-occupied as a principal dwelling
## 41628       Refinancing     Owner-occupied as a principal dwelling
## 41644     Home purchase Not owner-occupied as a principal dwelling
## 41692     Home purchase     Owner-occupied as a principal dwelling
## 41708     Home purchase Not owner-occupied as a principal dwelling
## 41733       Refinancing     Owner-occupied as a principal dwelling
## 41769     Home purchase Not owner-occupied as a principal dwelling
## 41822       Refinancing     Owner-occupied as a principal dwelling
## 41828     Home purchase     Owner-occupied as a principal dwelling
## 41857  Home improvement     Owner-occupied as a principal dwelling
## 41858     Home purchase     Owner-occupied as a principal dwelling
## 41865     Home purchase     Owner-occupied as a principal dwelling
## 41871  Home improvement Not owner-occupied as a principal dwelling
## 41925     Home purchase     Owner-occupied as a principal dwelling
## 41931     Home purchase Not owner-occupied as a principal dwelling
## 41991     Home purchase     Owner-occupied as a principal dwelling
## 42039       Refinancing     Owner-occupied as a principal dwelling
## 42088     Home purchase     Owner-occupied as a principal dwelling
## 42094       Refinancing Not owner-occupied as a principal dwelling
## 42173     Home purchase     Owner-occupied as a principal dwelling
## 42182     Home purchase     Owner-occupied as a principal dwelling
## 42211     Home purchase     Owner-occupied as a principal dwelling
## 42222       Refinancing     Owner-occupied as a principal dwelling
## 42224     Home purchase     Owner-occupied as a principal dwelling
## 42267       Refinancing     Owner-occupied as a principal dwelling
## 42274       Refinancing     Owner-occupied as a principal dwelling
## 42278     Home purchase     Owner-occupied as a principal dwelling
## 42285       Refinancing     Owner-occupied as a principal dwelling
## 42308     Home purchase     Owner-occupied as a principal dwelling
## 42314     Home purchase     Owner-occupied as a principal dwelling
## 42358     Home purchase     Owner-occupied as a principal dwelling
## 42359  Home improvement     Owner-occupied as a principal dwelling
## 42422     Home purchase     Owner-occupied as a principal dwelling
## 42451     Home purchase     Owner-occupied as a principal dwelling
## 42454     Home purchase     Owner-occupied as a principal dwelling
## 42458       Refinancing     Owner-occupied as a principal dwelling
## 42508     Home purchase     Owner-occupied as a principal dwelling
## 42584       Refinancing     Owner-occupied as a principal dwelling
## 42676     Home purchase     Owner-occupied as a principal dwelling
## 42687     Home purchase     Owner-occupied as a principal dwelling
## 42694     Home purchase     Owner-occupied as a principal dwelling
## 42794     Home purchase Not owner-occupied as a principal dwelling
## 42825     Home purchase Not owner-occupied as a principal dwelling
## 42826     Home purchase Not owner-occupied as a principal dwelling
## 42858     Home purchase     Owner-occupied as a principal dwelling
## 42892     Home purchase     Owner-occupied as a principal dwelling
## 42916       Refinancing Not owner-occupied as a principal dwelling
## 42920       Refinancing     Owner-occupied as a principal dwelling
## 42925  Home improvement     Owner-occupied as a principal dwelling
## 43000     Home purchase Not owner-occupied as a principal dwelling
## 43021     Home purchase     Owner-occupied as a principal dwelling
## 43060     Home purchase Not owner-occupied as a principal dwelling
## 43066       Refinancing     Owner-occupied as a principal dwelling
## 43072     Home purchase Not owner-occupied as a principal dwelling
## 43092       Refinancing     Owner-occupied as a principal dwelling
## 43102       Refinancing     Owner-occupied as a principal dwelling
## 43107     Home purchase     Owner-occupied as a principal dwelling
## 43126     Home purchase     Owner-occupied as a principal dwelling
## 43128     Home purchase     Owner-occupied as a principal dwelling
## 43143  Home improvement     Owner-occupied as a principal dwelling
## 43151     Home purchase Not owner-occupied as a principal dwelling
## 43155       Refinancing     Owner-occupied as a principal dwelling
## 43209     Home purchase     Owner-occupied as a principal dwelling
## 43210     Home purchase Not owner-occupied as a principal dwelling
## 43379     Home purchase Not owner-occupied as a principal dwelling
## 43396       Refinancing     Owner-occupied as a principal dwelling
## 43401     Home purchase     Owner-occupied as a principal dwelling
## 43440     Home purchase     Owner-occupied as a principal dwelling
## 43470     Home purchase     Owner-occupied as a principal dwelling
## 43485     Home purchase     Owner-occupied as a principal dwelling
## 43521     Home purchase     Owner-occupied as a principal dwelling
## 43524     Home purchase     Owner-occupied as a principal dwelling
## 43530     Home purchase     Owner-occupied as a principal dwelling
## 43548     Home purchase     Owner-occupied as a principal dwelling
## 43554     Home purchase     Owner-occupied as a principal dwelling
## 43557     Home purchase     Owner-occupied as a principal dwelling
## 43575       Refinancing Not owner-occupied as a principal dwelling
## 43578     Home purchase     Owner-occupied as a principal dwelling
## 43584     Home purchase     Owner-occupied as a principal dwelling
## 43626       Refinancing     Owner-occupied as a principal dwelling
## 43638       Refinancing     Owner-occupied as a principal dwelling
## 43710     Home purchase     Owner-occupied as a principal dwelling
## 43720     Home purchase     Owner-occupied as a principal dwelling
## 43726     Home purchase Not owner-occupied as a principal dwelling
## 43754       Refinancing     Owner-occupied as a principal dwelling
## 43930       Refinancing     Owner-occupied as a principal dwelling
## 43952     Home purchase     Owner-occupied as a principal dwelling
## 43983       Refinancing     Owner-occupied as a principal dwelling
## 43989     Home purchase     Owner-occupied as a principal dwelling
## 44012     Home purchase     Owner-occupied as a principal dwelling
## 44044     Home purchase     Owner-occupied as a principal dwelling
## 44054     Home purchase     Owner-occupied as a principal dwelling
## 44068  Home improvement     Owner-occupied as a principal dwelling
## 44110     Home purchase     Owner-occupied as a principal dwelling
## 44169     Home purchase Not owner-occupied as a principal dwelling
## 44225     Home purchase     Owner-occupied as a principal dwelling
## 44251       Refinancing     Owner-occupied as a principal dwelling
## 44256       Refinancing     Owner-occupied as a principal dwelling
## 44268     Home purchase     Owner-occupied as a principal dwelling
## 44286     Home purchase     Owner-occupied as a principal dwelling
## 44298     Home purchase     Owner-occupied as a principal dwelling
## 44308     Home purchase     Owner-occupied as a principal dwelling
## 44316     Home purchase     Owner-occupied as a principal dwelling
## 44321       Refinancing     Owner-occupied as a principal dwelling
## 44325       Refinancing     Owner-occupied as a principal dwelling
## 44331     Home purchase Not owner-occupied as a principal dwelling
## 44358     Home purchase     Owner-occupied as a principal dwelling
## 44364     Home purchase     Owner-occupied as a principal dwelling
## 44376     Home purchase     Owner-occupied as a principal dwelling
## 44382     Home purchase     Owner-occupied as a principal dwelling
## 44388     Home purchase     Owner-occupied as a principal dwelling
## 44400     Home purchase     Owner-occupied as a principal dwelling
## 44412     Home purchase     Owner-occupied as a principal dwelling
## 44418     Home purchase     Owner-occupied as a principal dwelling
## 44424       Refinancing     Owner-occupied as a principal dwelling
## 44432     Home purchase Not owner-occupied as a principal dwelling
## 44436     Home purchase     Owner-occupied as a principal dwelling
## 44438     Home purchase Not owner-occupied as a principal dwelling
## 44448     Home purchase     Owner-occupied as a principal dwelling
## 44454     Home purchase     Owner-occupied as a principal dwelling
## 44464  Home improvement     Owner-occupied as a principal dwelling
## 44474     Home purchase Not owner-occupied as a principal dwelling
## 44510     Home purchase Not owner-occupied as a principal dwelling
## 44520     Home purchase     Owner-occupied as a principal dwelling
## 44537     Home purchase     Owner-occupied as a principal dwelling
## 44538     Home purchase     Owner-occupied as a principal dwelling
## 44566       Refinancing     Owner-occupied as a principal dwelling
## 44599  Home improvement     Owner-occupied as a principal dwelling
## 44625       Refinancing     Owner-occupied as a principal dwelling
## 44639     Home purchase     Owner-occupied as a principal dwelling
## 44646     Home purchase     Owner-occupied as a principal dwelling
## 44648     Home purchase     Owner-occupied as a principal dwelling
## 44652       Refinancing     Owner-occupied as a principal dwelling
## 44694     Home purchase     Owner-occupied as a principal dwelling
## 44698     Home purchase     Owner-occupied as a principal dwelling
## 44715     Home purchase     Owner-occupied as a principal dwelling
## 44746       Refinancing Not owner-occupied as a principal dwelling
## 44747     Home purchase     Owner-occupied as a principal dwelling
## 44785       Refinancing     Owner-occupied as a principal dwelling
## 44801  Home improvement     Owner-occupied as a principal dwelling
## 44848     Home purchase     Owner-occupied as a principal dwelling
## 44879     Home purchase     Owner-occupied as a principal dwelling
## 44938     Home purchase Not owner-occupied as a principal dwelling
## 45003     Home purchase     Owner-occupied as a principal dwelling
## 45100     Home purchase     Owner-occupied as a principal dwelling
## 45108     Home purchase     Owner-occupied as a principal dwelling
## 45153     Home purchase     Owner-occupied as a principal dwelling
## 45171  Home improvement     Owner-occupied as a principal dwelling
## 45205       Refinancing     Owner-occupied as a principal dwelling
## 45339     Home purchase Not owner-occupied as a principal dwelling
## 45351     Home purchase Not owner-occupied as a principal dwelling
## 45361  Home improvement     Owner-occupied as a principal dwelling
## 45386       Refinancing Not owner-occupied as a principal dwelling
## 45434       Refinancing Not owner-occupied as a principal dwelling
## 45443     Home purchase Not owner-occupied as a principal dwelling
## 45452       Refinancing Not owner-occupied as a principal dwelling
## 45482     Home purchase     Owner-occupied as a principal dwelling
## 45486     Home purchase     Owner-occupied as a principal dwelling
## 45519     Home purchase     Owner-occupied as a principal dwelling
## 45525     Home purchase Not owner-occupied as a principal dwelling
## 45633       Refinancing Not owner-occupied as a principal dwelling
## 45641     Home purchase Not owner-occupied as a principal dwelling
## 45646     Home purchase     Owner-occupied as a principal dwelling
## 45660       Refinancing     Owner-occupied as a principal dwelling
## 45676       Refinancing Not owner-occupied as a principal dwelling
## 45690       Refinancing     Owner-occupied as a principal dwelling
## 45714     Home purchase     Owner-occupied as a principal dwelling
## 45717  Home improvement     Owner-occupied as a principal dwelling
## 45741       Refinancing     Owner-occupied as a principal dwelling
## 45778     Home purchase Not owner-occupied as a principal dwelling
## 45877     Home purchase Not owner-occupied as a principal dwelling
## 45928     Home purchase     Owner-occupied as a principal dwelling
## 45975     Home purchase     Owner-occupied as a principal dwelling
## 46035     Home purchase     Owner-occupied as a principal dwelling
## 46093       Refinancing     Owner-occupied as a principal dwelling
## 46137       Refinancing Not owner-occupied as a principal dwelling
## 46144       Refinancing     Owner-occupied as a principal dwelling
## 46228       Refinancing     Owner-occupied as a principal dwelling
## 46229     Home purchase Not owner-occupied as a principal dwelling
## 46251       Refinancing     Owner-occupied as a principal dwelling
## 46269     Home purchase Not owner-occupied as a principal dwelling
## 46275     Home purchase Not owner-occupied as a principal dwelling
## 46311     Home purchase     Owner-occupied as a principal dwelling
## 46455     Home purchase     Owner-occupied as a principal dwelling
## 46472       Refinancing     Owner-occupied as a principal dwelling
## 46498       Refinancing     Owner-occupied as a principal dwelling
## 46608  Home improvement     Owner-occupied as a principal dwelling
## 46624     Home purchase     Owner-occupied as a principal dwelling
## 46654  Home improvement Not owner-occupied as a principal dwelling
## 46659       Refinancing     Owner-occupied as a principal dwelling
## 46707       Refinancing     Owner-occupied as a principal dwelling
## 46717     Home purchase     Owner-occupied as a principal dwelling
## 46743     Home purchase     Owner-occupied as a principal dwelling
## 46751     Home purchase Not owner-occupied as a principal dwelling
## 46763     Home purchase     Owner-occupied as a principal dwelling
## 46786     Home purchase     Owner-occupied as a principal dwelling
## 46809       Refinancing Not owner-occupied as a principal dwelling
## 46869     Home purchase     Owner-occupied as a principal dwelling
## 46890       Refinancing     Owner-occupied as a principal dwelling
## 46936       Refinancing     Owner-occupied as a principal dwelling
## 46938     Home purchase     Owner-occupied as a principal dwelling
## 46959     Home purchase     Owner-occupied as a principal dwelling
## 47030       Refinancing     Owner-occupied as a principal dwelling
## 47040     Home purchase     Owner-occupied as a principal dwelling
## 47092       Refinancing     Owner-occupied as a principal dwelling
## 47115  Home improvement Not owner-occupied as a principal dwelling
## 47187       Refinancing Not owner-occupied as a principal dwelling
## 47261     Home purchase     Owner-occupied as a principal dwelling
## 47343       Refinancing     Owner-occupied as a principal dwelling
## 47356     Home purchase     Owner-occupied as a principal dwelling
## 47445     Home purchase     Owner-occupied as a principal dwelling
## 47517       Refinancing     Owner-occupied as a principal dwelling
## 47556     Home purchase     Owner-occupied as a principal dwelling
## 47568     Home purchase     Owner-occupied as a principal dwelling
## 47574     Home purchase     Owner-occupied as a principal dwelling
## 47584       Refinancing     Owner-occupied as a principal dwelling
## 47606       Refinancing     Owner-occupied as a principal dwelling
## 47610     Home purchase     Owner-occupied as a principal dwelling
## 47616     Home purchase     Owner-occupied as a principal dwelling
## 47644     Home purchase Not owner-occupied as a principal dwelling
## 47646     Home purchase     Owner-occupied as a principal dwelling
## 47683  Home improvement     Owner-occupied as a principal dwelling
## 47706       Refinancing     Owner-occupied as a principal dwelling
## 47713     Home purchase     Owner-occupied as a principal dwelling
## 47718       Refinancing     Owner-occupied as a principal dwelling
## 47724       Refinancing     Owner-occupied as a principal dwelling
## 47736     Home purchase     Owner-occupied as a principal dwelling
## 47742     Home purchase     Owner-occupied as a principal dwelling
## 47755     Home purchase     Owner-occupied as a principal dwelling
## 47756  Home improvement     Owner-occupied as a principal dwelling
## 47777     Home purchase Not owner-occupied as a principal dwelling
## 47778       Refinancing     Owner-occupied as a principal dwelling
## 47784     Home purchase     Owner-occupied as a principal dwelling
## 47796       Refinancing     Owner-occupied as a principal dwelling
## 47805       Refinancing     Owner-occupied as a principal dwelling
## 47824       Refinancing Not owner-occupied as a principal dwelling
## 47839       Refinancing     Owner-occupied as a principal dwelling
## 47844       Refinancing     Owner-occupied as a principal dwelling
## 47875       Refinancing     Owner-occupied as a principal dwelling
## 47899     Home purchase Not owner-occupied as a principal dwelling
## 47929     Home purchase     Owner-occupied as a principal dwelling
## 47955     Home purchase     Owner-occupied as a principal dwelling
## 47975       Refinancing     Owner-occupied as a principal dwelling
## 47983       Refinancing     Owner-occupied as a principal dwelling
## 48033     Home purchase     Owner-occupied as a principal dwelling
## 48062     Home purchase     Owner-occupied as a principal dwelling
## 48095     Home purchase     Owner-occupied as a principal dwelling
## 48161     Home purchase     Owner-occupied as a principal dwelling
## 48192       Refinancing     Owner-occupied as a principal dwelling
## 48204       Refinancing     Owner-occupied as a principal dwelling
## 48225       Refinancing     Owner-occupied as a principal dwelling
## 48288  Home improvement     Owner-occupied as a principal dwelling
## 48295       Refinancing     Owner-occupied as a principal dwelling
## 48315       Refinancing     Owner-occupied as a principal dwelling
## 48316     Home purchase     Owner-occupied as a principal dwelling
## 48317     Home purchase Not owner-occupied as a principal dwelling
## 48339     Home purchase     Owner-occupied as a principal dwelling
## 48340     Home purchase     Owner-occupied as a principal dwelling
## 48425     Home purchase     Owner-occupied as a principal dwelling
## 48532       Refinancing     Owner-occupied as a principal dwelling
## 48553     Home purchase Not owner-occupied as a principal dwelling
## 48586     Home purchase     Owner-occupied as a principal dwelling
## 48682     Home purchase Not owner-occupied as a principal dwelling
## 48743     Home purchase     Owner-occupied as a principal dwelling
## 48748     Home purchase     Owner-occupied as a principal dwelling
## 48759     Home purchase     Owner-occupied as a principal dwelling
## 48766       Refinancing     Owner-occupied as a principal dwelling
## 48778     Home purchase     Owner-occupied as a principal dwelling
## 48788     Home purchase Not owner-occupied as a principal dwelling
## 48793       Refinancing     Owner-occupied as a principal dwelling
## 48799     Home purchase     Owner-occupied as a principal dwelling
## 48811     Home purchase Not owner-occupied as a principal dwelling
## 48814     Home purchase     Owner-occupied as a principal dwelling
## 48834     Home purchase     Owner-occupied as a principal dwelling
## 48844     Home purchase     Owner-occupied as a principal dwelling
## 48988       Refinancing     Owner-occupied as a principal dwelling
## 49015     Home purchase     Owner-occupied as a principal dwelling
## 49045     Home purchase     Owner-occupied as a principal dwelling
## 49054  Home improvement Not owner-occupied as a principal dwelling
## 49055       Refinancing Not owner-occupied as a principal dwelling
## 49069     Home purchase Not owner-occupied as a principal dwelling
## 49091       Refinancing     Owner-occupied as a principal dwelling
## 49146     Home purchase     Owner-occupied as a principal dwelling
## 49161       Refinancing     Owner-occupied as a principal dwelling
## 49165     Home purchase     Owner-occupied as a principal dwelling
## 49177       Refinancing     Owner-occupied as a principal dwelling
## 49222     Home purchase     Owner-occupied as a principal dwelling
## 49229     Home purchase     Owner-occupied as a principal dwelling
## 49235  Home improvement     Owner-occupied as a principal dwelling
## 49243     Home purchase     Owner-occupied as a principal dwelling
## 49253     Home purchase Not owner-occupied as a principal dwelling
## 49297  Home improvement     Owner-occupied as a principal dwelling
## 49389       Refinancing Not owner-occupied as a principal dwelling
## 49398     Home purchase     Owner-occupied as a principal dwelling
## 49416     Home purchase     Owner-occupied as a principal dwelling
## 49419       Refinancing     Owner-occupied as a principal dwelling
## 49425     Home purchase     Owner-occupied as a principal dwelling
## 49431       Refinancing Not owner-occupied as a principal dwelling
## 49452     Home purchase     Owner-occupied as a principal dwelling
## 49469     Home purchase Not owner-occupied as a principal dwelling
## 49498  Home improvement     Owner-occupied as a principal dwelling
## 49559     Home purchase Not owner-occupied as a principal dwelling
## 49576     Home purchase     Owner-occupied as a principal dwelling
## 49589     Home purchase     Owner-occupied as a principal dwelling
## 49594     Home purchase     Owner-occupied as a principal dwelling
## 49602  Home improvement     Owner-occupied as a principal dwelling
## 49685     Home purchase Not owner-occupied as a principal dwelling
## 49705     Home purchase     Owner-occupied as a principal dwelling
## 49717       Refinancing     Owner-occupied as a principal dwelling
## 49749     Home purchase     Owner-occupied as a principal dwelling
## 49763       Refinancing     Owner-occupied as a principal dwelling
## 49769     Home purchase     Owner-occupied as a principal dwelling
## 49771     Home purchase     Owner-occupied as a principal dwelling
## 49779  Home improvement     Owner-occupied as a principal dwelling
## 49785     Home purchase Not owner-occupied as a principal dwelling
## 49877       Refinancing Not owner-occupied as a principal dwelling
## 49923     Home purchase Not owner-occupied as a principal dwelling
## 49924     Home purchase     Owner-occupied as a principal dwelling
## 49926       Refinancing     Owner-occupied as a principal dwelling
## 50012     Home purchase Not owner-occupied as a principal dwelling
## 50047     Home purchase     Owner-occupied as a principal dwelling
## 50055     Home purchase     Owner-occupied as a principal dwelling
## 50060     Home purchase     Owner-occupied as a principal dwelling
## 50062     Home purchase     Owner-occupied as a principal dwelling
## 50079     Home purchase Not owner-occupied as a principal dwelling
## 50092     Home purchase Not owner-occupied as a principal dwelling
## 50098  Home improvement     Owner-occupied as a principal dwelling
## 50105     Home purchase Not owner-occupied as a principal dwelling
## 50124     Home purchase     Owner-occupied as a principal dwelling
## 50130     Home purchase     Owner-occupied as a principal dwelling
## 50142       Refinancing     Owner-occupied as a principal dwelling
## 50145     Home purchase Not owner-occupied as a principal dwelling
## 50148     Home purchase     Owner-occupied as a principal dwelling
## 50158       Refinancing     Owner-occupied as a principal dwelling
## 50160     Home purchase     Owner-occupied as a principal dwelling
## 50166     Home purchase     Owner-occupied as a principal dwelling
## 50172       Refinancing     Owner-occupied as a principal dwelling
## 50200     Home purchase     Owner-occupied as a principal dwelling
## 50220     Home purchase     Owner-occupied as a principal dwelling
## 50224     Home purchase     Owner-occupied as a principal dwelling
## 50227     Home purchase Not owner-occupied as a principal dwelling
## 50302     Home purchase     Owner-occupied as a principal dwelling
## 50340       Refinancing     Owner-occupied as a principal dwelling
## 50352     Home purchase     Owner-occupied as a principal dwelling
## 50358       Refinancing     Owner-occupied as a principal dwelling
## 50364       Refinancing     Owner-occupied as a principal dwelling
## 50371     Home purchase Not owner-occupied as a principal dwelling
## 50376     Home purchase     Owner-occupied as a principal dwelling
## 50377     Home purchase Not owner-occupied as a principal dwelling
## 50382     Home purchase     Owner-occupied as a principal dwelling
## 50385       Refinancing     Owner-occupied as a principal dwelling
## 50394  Home improvement     Owner-occupied as a principal dwelling
## 50400       Refinancing     Owner-occupied as a principal dwelling
## 50412     Home purchase     Owner-occupied as a principal dwelling
## 50424     Home purchase     Owner-occupied as a principal dwelling
## 50443     Home purchase Not owner-occupied as a principal dwelling
## 50454     Home purchase     Owner-occupied as a principal dwelling
## 50469       Refinancing     Owner-occupied as a principal dwelling
## 50472       Refinancing     Owner-occupied as a principal dwelling
## 50481       Refinancing Not owner-occupied as a principal dwelling
## 50484     Home purchase     Owner-occupied as a principal dwelling
## 50490       Refinancing     Owner-occupied as a principal dwelling
## 50495     Home purchase     Owner-occupied as a principal dwelling
## 50502     Home purchase     Owner-occupied as a principal dwelling
## 50526     Home purchase     Owner-occupied as a principal dwelling
## 50538     Home purchase     Owner-occupied as a principal dwelling
## 50556       Refinancing     Owner-occupied as a principal dwelling
## 50573     Home purchase Not owner-occupied as a principal dwelling
## 50574     Home purchase     Owner-occupied as a principal dwelling
## 50580     Home purchase     Owner-occupied as a principal dwelling
## 50586     Home purchase     Owner-occupied as a principal dwelling
## 50598       Refinancing     Owner-occupied as a principal dwelling
## 50604       Refinancing     Owner-occupied as a principal dwelling
## 50610  Home improvement     Owner-occupied as a principal dwelling
## 50622     Home purchase     Owner-occupied as a principal dwelling
## 50633       Refinancing     Owner-occupied as a principal dwelling
## 50634     Home purchase     Owner-occupied as a principal dwelling
## 50646     Home purchase     Owner-occupied as a principal dwelling
## 50658     Home purchase     Owner-occupied as a principal dwelling
## 50659       Refinancing Not owner-occupied as a principal dwelling
## 50668       Refinancing Not owner-occupied as a principal dwelling
## 50682  Home improvement     Owner-occupied as a principal dwelling
## 50736       Refinancing     Owner-occupied as a principal dwelling
## 50743     Home purchase Not owner-occupied as a principal dwelling
## 50748     Home purchase     Owner-occupied as a principal dwelling
## 50760     Home purchase     Owner-occupied as a principal dwelling
## 50772     Home purchase     Owner-occupied as a principal dwelling
## 50808     Home purchase     Owner-occupied as a principal dwelling
## 50815       Refinancing     Owner-occupied as a principal dwelling
## 50862       Refinancing     Owner-occupied as a principal dwelling
##       loan_amount_000s              preapproval_name
## 1                  705                Not applicable
## 7                 3542 Preapproval was not requested
## 9                 1400                Not applicable
## 37                 100                Not applicable
## 51                4250                Not applicable
## 87                1360 Preapproval was not requested
## 112               3687                Not applicable
## 154                200 Preapproval was not requested
## 171                655                Not applicable
## 177                222                Not applicable
## 224                374 Preapproval was not requested
## 238               2340                Not applicable
## 248                304                Not applicable
## 250                796                Not applicable
## 315                960                Not applicable
## 331               1000 Preapproval was not requested
## 332                125                Not applicable
## 334               1306 Preapproval was not requested
## 336                366                Not applicable
## 361                424                Not applicable
## 399                375                Not applicable
## 454               3000                Not applicable
## 458                592                Not applicable
## 472               1169                Not applicable
## 482                345                Not applicable
## 515                539                Not applicable
## 544                156                Not applicable
## 555                810                Not applicable
## 628               1355                Not applicable
## 639                750                Not applicable
## 652               2600                Not applicable
## 676               1995                Not applicable
## 687               1470                Not applicable
## 693               1200                Not applicable
## 697                298                Not applicable
## 711               1000                Not applicable
## 712                300                Not applicable
## 723               1000                Not applicable
## 728                214                Not applicable
## 735                600                Not applicable
## 766               2973                Not applicable
## 769                142                Not applicable
## 790               9200                Not applicable
## 795               1485     Preapproval was requested
## 807               2000                Not applicable
## 813                904                Not applicable
## 826                820                Not applicable
## 837               1172                Not applicable
## 850               2700                Not applicable
## 856               3250 Preapproval was not requested
## 886                750                Not applicable
## 888                700                Not applicable
## 916                999                Not applicable
## 933                985                Not applicable
## 952               1561                Not applicable
## 976               1200                Not applicable
## 988                790                Not applicable
## 1000               960                Not applicable
## 1004               250                Not applicable
## 1006               344                Not applicable
## 1024               319                Not applicable
## 1051                75                Not applicable
## 1059               296                Not applicable
## 1084               250                Not applicable
## 1120              2500                Not applicable
## 1126              1230                Not applicable
## 1131               551                Not applicable
## 1133               350                Not applicable
## 1168              1000                Not applicable
## 1186               490                Not applicable
## 1192              2400                Not applicable
## 1204              1650                Not applicable
## 1214               202                Not applicable
## 1294               693                Not applicable
## 1306              9450                Not applicable
## 1307               375                Not applicable
## 1311              1330                Not applicable
## 1327               340                Not applicable
## 1353              1200                Not applicable
## 1365              1237 Preapproval was not requested
## 1372               424                Not applicable
## 1390               600                Not applicable
## 1395              1343 Preapproval was not requested
## 1461               780                Not applicable
## 1486               750                Not applicable
## 1491              1424                Not applicable
## 1498               381                Not applicable
## 1510               796                Not applicable
## 1533               444                Not applicable
## 1578               900 Preapproval was not requested
## 1588              2288                Not applicable
## 1594              1290                Not applicable
## 1612              6336                Not applicable
## 1623                42                Not applicable
## 1636               796                Not applicable
## 1647              1960                Not applicable
## 1660              1190                Not applicable
## 1679               300                Not applicable
## 1702              1064                Not applicable
## 1725              3000                Not applicable
## 1731              1500                Not applicable
## 1737              3000                Not applicable
## 1756               600                Not applicable
## 1761              2730 Preapproval was not requested
## 1767              2200                Not applicable
## 1774              5550                Not applicable
## 1798              1000                Not applicable
## 1803               750                Not applicable
## 1822                22                Not applicable
## 1827               500                Not applicable
## 1839               493                Not applicable
## 1892               269 Preapproval was not requested
## 1898               252                Not applicable
## 1906              1015                Not applicable
## 1910               422                Not applicable
## 1916               310                Not applicable
## 1924              3000                Not applicable
## 1936              2958                Not applicable
## 1953              1040                Not applicable
## 1954              8500                Not applicable
## 1969               675                Not applicable
## 1978              4800                Not applicable
## 1983              1240 Preapproval was not requested
## 1995               562                Not applicable
## 2036                50                Not applicable
## 2050               990                Not applicable
## 2055               980                Not applicable
## 2110               350 Preapproval was not requested
## 2164               840 Preapproval was not requested
## 2187               700                Not applicable
## 2194              1205 Preapproval was not requested
## 2218               352                Not applicable
## 2260               375                Not applicable
## 2283               850                Not applicable
## 2290               350                Not applicable
## 2318                94 Preapproval was not requested
## 2332              3000                Not applicable
## 2335               110                Not applicable
## 2343              1000                Not applicable
## 2349               910                Not applicable
## 2355               910                Not applicable
## 2356              1414 Preapproval was not requested
## 2380              1420                Not applicable
## 2386               475                Not applicable
## 2410               450                Not applicable
## 2440               316                Not applicable
## 2451              1750                Not applicable
## 2487              1500                Not applicable
## 2491               578 Preapproval was not requested
## 2505               800                Not applicable
## 2516              1260                Not applicable
## 2523               619 Preapproval was not requested
## 2541              1340                Not applicable
## 2542              1000                Not applicable
## 2547              1412     Preapproval was requested
## 2554              2695                Not applicable
## 2566              1500                Not applicable
## 2590              1500                Not applicable
## 2625               589                Not applicable
## 2626               800                Not applicable
## 2643               968     Preapproval was requested
## 2656              1031 Preapproval was not requested
## 2665               420 Preapproval was not requested
## 2704               880                Not applicable
## 2746              5000 Preapproval was not requested
## 2747                20                Not applicable
## 2774               459 Preapproval was not requested
## 2776              2640                Not applicable
## 2782              1898                Not applicable
## 2806               413                Not applicable
## 2818              1890 Preapproval was not requested
## 2836              1700                Not applicable
## 2860               536                Not applicable
## 2872              1500                Not applicable
## 2884               564                Not applicable
## 2890               424                Not applicable
## 2900               400                Not applicable
## 2902              1640                Not applicable
## 2949                15                Not applicable
## 2951               300                Not applicable
## 2956               650                Not applicable
## 2974              1870                Not applicable
## 3016              1055                Not applicable
## 3053               532                Not applicable
## 3076               767                Not applicable
## 3094               880                Not applicable
## 3123               600 Preapproval was not requested
## 3166               601                Not applicable
## 3213               938                Not applicable
## 3232               600                Not applicable
## 3247               111                Not applicable
## 3267               626                Not applicable
## 3274              4795                Not applicable
## 3280               295 Preapproval was not requested
## 3286              1477     Preapproval was requested
## 3292              1550                Not applicable
## 3334              3250                Not applicable
## 3339               936                Not applicable
## 3380               424 Preapproval was not requested
## 3381               150                Not applicable
## 3387               650 Preapproval was not requested
## 3429              2513                Not applicable
## 3453               820                Not applicable
## 3466              1000                Not applicable
## 3470                51                Not applicable
## 3495               180                Not applicable
## 3520               925                Not applicable
## 3542               250 Preapproval was not requested
## 3544              1400                Not applicable
## 3575               335                Not applicable
## 3580               773 Preapproval was not requested
## 3586               675                Not applicable
## 3591                62                Not applicable
## 3592              1490 Preapproval was not requested
## 3615               477                Not applicable
## 3630               650                Not applicable
## 3660               316 Preapproval was not requested
## 3664               264                Not applicable
## 3690               389                Not applicable
## 3736               896                Not applicable
## 3743              1200                Not applicable
## 3749               829                Not applicable
## 3768               561 Preapproval was not requested
## 3775               286                Not applicable
## 3790               417                Not applicable
## 3796               688                Not applicable
## 3797               975                Not applicable
## 3837              1960                Not applicable
## 3862               600                Not applicable
## 3874               783     Preapproval was requested
## 3887               640                Not applicable
## 3899               478                Not applicable
## 3904              2474                Not applicable
## 3921               952                Not applicable
## 3922              5363                Not applicable
## 3934              2150                Not applicable
## 3975              1840                Not applicable
## 3982               630     Preapproval was requested
## 4018               968                Not applicable
## 4054              2500                Not applicable
## 4072               310                Not applicable
## 4108               424                Not applicable
## 4126               950                Not applicable
## 4174              1200                Not applicable
## 4178               330                Not applicable
## 4187               989                Not applicable
## 4228              1488                Not applicable
## 4229               619                Not applicable
## 4233               679                Not applicable
## 4241               900                Not applicable
## 4251               600                Not applicable
## 4253              1173                Not applicable
## 4259               896                Not applicable
## 4268               259                Not applicable
## 4276              1988 Preapproval was not requested
## 4283               850                Not applicable
## 4293              1320                Not applicable
## 4295              1100                Not applicable
## 4299               417                Not applicable
## 4301               850                Not applicable
## 4305              1238                Not applicable
## 4306              1800                Not applicable
## 4310               250 Preapproval was not requested
## 4319              1520                Not applicable
## 4325               300                Not applicable
## 4330                50                Not applicable
## 4331               534                Not applicable
## 4341               420                Not applicable
## 4345               400                Not applicable
## 4349              1000 Preapproval was not requested
## 4358                18                Not applicable
## 4367               500                Not applicable
## 4371              1267                Not applicable
## 4375               815                Not applicable
## 4378               653                Not applicable
## 4388                 3                Not applicable
## 4402              1200                Not applicable
## 4408               434                Not applicable
## 4415               525                Not applicable
## 4433               708 Preapproval was not requested
## 4438              1380                Not applicable
## 4449               940                Not applicable
## 4459               919                Not applicable
## 4474               480                Not applicable
## 4527               189                Not applicable
## 4528               647                Not applicable
## 4534               788                Not applicable
## 4546               832                Not applicable
## 4558              2200     Preapproval was requested
## 4560              1193                Not applicable
## 4582               337                Not applicable
## 4597               744                Not applicable
## 4606               939     Preapproval was requested
## 4621               700 Preapproval was not requested
## 4627               700                Not applicable
## 4650               345                Not applicable
## 4662               545                Not applicable
## 4672              2520                Not applicable
## 4701               840                Not applicable
## 4737              2500                Not applicable
## 4743              2320                Not applicable
## 4756               537                Not applicable
## 4762               448                Not applicable
## 4771              1832                Not applicable
## 4776               371                Not applicable
## 4785              1680                Not applicable
## 4791              1480                Not applicable
## 4792              1442                Not applicable
## 4811               292                Not applicable
## 4817              1640                Not applicable
## 4823               740                Not applicable
## 4848               425                Not applicable
## 4849               900                Not applicable
## 4852              3338                Not applicable
## 4859              1136 Preapproval was not requested
## 4866               830                Not applicable
## 4869              1750                Not applicable
## 4870               702                Not applicable
## 4881               778                Not applicable
## 4899               457                Not applicable
## 4912               696                Not applicable
## 4918              3825                Not applicable
## 4934              1000                Not applicable
## 4942              1305 Preapproval was not requested
## 4944               975                Not applicable
## 4945              1326                Not applicable
## 4946               205                Not applicable
## 4947               424                Not applicable
## 4954              3975                Not applicable
## 4963              1318                Not applicable
## 4976               450                Not applicable
## 4978              2800                Not applicable
## 4980               580                Not applicable
## 4987              1100                Not applicable
## 5008               563                Not applicable
## 5029               636                Not applicable
## 5035              1615                Not applicable
## 5042               336                Not applicable
## 5071              1000 Preapproval was not requested
## 5073               461                Not applicable
## 5080              1650                Not applicable
## 5105               275     Preapproval was requested
## 5110              3450                Not applicable
## 5127               400                Not applicable
## 5133              2060     Preapproval was requested
## 5146              1976                Not applicable
## 5158               305                Not applicable
## 5200              2855                Not applicable
## 5202               803                Not applicable
## 5218               400                Not applicable
## 5229              1680                Not applicable
## 5253               419                Not applicable
## 5260             15750                Not applicable
## 5272              1000                Not applicable
## 5280               911                Not applicable
## 5302               620 Preapproval was not requested
## 5331               527                Not applicable
## 5335              1869 Preapproval was not requested
## 5374               825                Not applicable
## 5398              2519                Not applicable
## 5403              2062                Not applicable
## 5434              6120                Not applicable
## 5439               500                Not applicable
## 5443              1000                Not applicable
## 5445               552                Not applicable
## 5451              1988                Not applicable
## 5458              1150                Not applicable
## 5463               631                Not applicable
## 5481               674                Not applicable
## 5500              1200                Not applicable
## 5524              1575                Not applicable
## 5529               988                Not applicable
## 5541              2310     Preapproval was requested
## 5548               200                Not applicable
## 5551              1005     Preapproval was requested
## 5560               592                Not applicable
## 5575              1488                Not applicable
## 5578               344                Not applicable
## 5581               740                Not applicable
## 5587              1275                Not applicable
## 5606               240                Not applicable
## 5620               406                Not applicable
## 5631               520                Not applicable
## 5633               636                Not applicable
## 5637              1860                Not applicable
## 5644              2613 Preapproval was not requested
## 5645               630                Not applicable
## 5659               750                Not applicable
## 5665               750                Not applicable
## 5667              2475                Not applicable
## 5673              1416                Not applicable
## 5691               948                Not applicable
## 5692              2286                Not applicable
## 5697              2178 Preapproval was not requested
## 5700               568                Not applicable
## 5710              1099                Not applicable
## 5711              1200                Not applicable
## 5722               339                Not applicable
## 5727              1389                Not applicable
## 5733               472                Not applicable
## 5745               744                Not applicable
## 5747               749                Not applicable
## 5769               698                Not applicable
## 5775              1404                Not applicable
## 5786               417                Not applicable
## 5795               516                Not applicable
## 5807               959                Not applicable
## 5810                70                Not applicable
## 5821              1744     Preapproval was requested
## 5824               480                Not applicable
## 5860               622                Not applicable
## 5878               768                Not applicable
## 5956                10                Not applicable
## 5974              1320                Not applicable
## 5980              1600                Not applicable
## 5986               481                Not applicable
## 5988               510                Not applicable
## 5991               380 Preapproval was not requested
## 6004              1575                Not applicable
## 6030               516                Not applicable
## 6042               424                Not applicable
## 6051              1031                Not applicable
## 6058              1448                Not applicable
## 6070               250                Not applicable
## 6075              2047                Not applicable
## 6083               425                Not applicable
## 6087              1524                Not applicable
## 6088              3400                Not applicable
## 6093               908                Not applicable
## 6095               310                Not applicable
## 6110                57                Not applicable
## 6142               700                Not applicable
## 6178               804 Preapproval was not requested
## 6184               500                Not applicable
## 6187               470                Not applicable
## 6202              1170                Not applicable
## 6207              1822                Not applicable
## 6211               100                Not applicable
## 6226              1060     Preapproval was requested
## 6237               800 Preapproval was not requested
## 6244               725                Not applicable
## 6256               360                Not applicable
## 6328              1331                Not applicable
## 6334              2089 Preapproval was not requested
## 6340               250 Preapproval was not requested
## 6355               800                Not applicable
## 6358               417 Preapproval was not requested
## 6370              1040                Not applicable
## 6376               550 Preapproval was not requested
## 6379               575                Not applicable
## 6385              2205                Not applicable
## 6399               700                Not applicable
## 6401               225                Not applicable
## 6413               944                Not applicable
## 6421               461                Not applicable
## 6425               903                Not applicable
## 6431              1840 Preapproval was not requested
## 6438               413                Not applicable
## 6459               375                Not applicable
## 6464               176                Not applicable
## 6467               555                Not applicable
## 6485               903                Not applicable
## 6492               392                Not applicable
## 6495              1880 Preapproval was not requested
## 6503               565                Not applicable
## 6512              1960                Not applicable
## 6517               842 Preapproval was not requested
## 6525               989                Not applicable
## 6526               417                Not applicable
## 6533               636                Not applicable
## 6543              1076                Not applicable
## 6547              1720                Not applicable
## 6550               660                Not applicable
## 6556               768                Not applicable
## 6575               330 Preapproval was not requested
## 6581              1240                Not applicable
## 6595               850                Not applicable
## 6598              1420                Not applicable
## 6603              2100                Not applicable
## 6609              2000                Not applicable
## 6615               650                Not applicable
## 6620              1200     Preapproval was requested
## 6628               510                Not applicable
## 6634              1690                Not applicable
## 6641               406                Not applicable
## 6663               543                Not applicable
## 6689               523                Not applicable
## 6696              3120                Not applicable
## 6705              1000 Preapproval was not requested
## 6726               187 Preapproval was not requested
## 6730               845                Not applicable
## 6731               675                Not applicable
## 6760              2100                Not applicable
## 6772               611                Not applicable
## 6792               520                Not applicable
## 6805               611                Not applicable
## 6819               938                Not applicable
## 6826              2958     Preapproval was requested
## 6844              1292                Not applicable
## 6862               900                Not applicable
## 6865              1500                Not applicable
## 6871              1346                Not applicable
## 6886                55                Not applicable
## 6892              1032                Not applicable
## 6906               406                Not applicable
## 6909              1545                Not applicable
## 6913               636                Not applicable
## 6915              1144                Not applicable
## 6927              1600                Not applicable
## 6928              1725                Not applicable
## 6943              1488     Preapproval was requested
## 6955              2000                Not applicable
## 6968               560                Not applicable
## 6973               636                Not applicable
## 7012              2741                Not applicable
## 7021               500                Not applicable
## 7024                45                Not applicable
## 7031               943                Not applicable
## 7033               180                Not applicable
## 7034               356                Not applicable
## 7035               925     Preapproval was requested
## 7036              1288                Not applicable
## 7045              1160                Not applicable
## 7066               335                Not applicable
## 7069               636                Not applicable
## 7078               424                Not applicable
## 7087              1300                Not applicable
## 7093               984                Not applicable
## 7095               980                Not applicable
## 7111               526 Preapproval was not requested
## 7120              3430                Not applicable
## 7123              1800 Preapproval was not requested
## 7137              3000 Preapproval was not requested
## 7139              3500                Not applicable
## 7163               165                Not applicable
## 7168               420                Not applicable
## 7171              1500 Preapproval was not requested
## 7175               594                Not applicable
## 7180               841                Not applicable
## 7183              2657                Not applicable
## 7189               450 Preapproval was not requested
## 7196               290                Not applicable
## 7197               514 Preapproval was not requested
## 7198             10500                Not applicable
## 7207               625                Not applicable
## 7215              2135                Not applicable
## 7219              1500                Not applicable
## 7221              2500                Not applicable
## 7225               506                Not applicable
## 7233              1480                Not applicable
## 7237              1100                Not applicable
## 7239              2880                Not applicable
## 7240               675                Not applicable
## 7251               756 Preapproval was not requested
## 7252               325                Not applicable
## 7255              1136                Not applicable
## 7263               894 Preapproval was not requested
## 7288              8963                Not applicable
## 7294               483                Not applicable
## 7303              1238                Not applicable
## 7306              4500                Not applicable
## 7318               732                Not applicable
## 7319              1500                Not applicable
## 7339               595                Not applicable
## 7376               424                Not applicable
## 7381               822 Preapproval was not requested
## 7387               568                Not applicable
## 7388                93 Preapproval was not requested
## 7393              2600                Not applicable
## 7402              1218                Not applicable
## 7403              2000 Preapproval was not requested
## 7405              1072 Preapproval was not requested
## 7411               995                Not applicable
## 7443               390                Not applicable
## 7447              1052                Not applicable
## 7457               664                Not applicable
## 7469              1579 Preapproval was not requested
## 7498              2000                Not applicable
## 7516              5000                Not applicable
## 7522              1190                Not applicable
## 7530               417                Not applicable
## 7531               636                Not applicable
## 7540               690                Not applicable
## 7541              1365                Not applicable
## 7547              1100                Not applicable
## 7568               110                Not applicable
## 7577               883                Not applicable
## 7578               308                Not applicable
## 7579              1080                Not applicable
## 7588              2240                Not applicable
## 7591              1267                Not applicable
## 7594               460                Not applicable
## 7601               437                Not applicable
## 7603               774                Not applicable
## 7607               630                Not applicable
## 7612               788                Not applicable
## 7615              1500                Not applicable
## 7624               590                Not applicable
## 7637              1988                Not applicable
## 7641               338                Not applicable
## 7649               424                Not applicable
## 7664               308                Not applicable
## 7671               975                Not applicable
## 7672              1320                Not applicable
## 7677                77                Not applicable
## 7684              1148                Not applicable
## 7738               950                Not applicable
## 7756              1225                Not applicable
## 7768               860                Not applicable
## 7775              1340                Not applicable
## 7780              1278                Not applicable
## 7786               970                Not applicable
## 7805              1012 Preapproval was not requested
## 7809               375                Not applicable
## 7816               592     Preapproval was requested
## 7817              1340 Preapproval was not requested
## 7828              3000                Not applicable
## 7829               326                Not applicable
## 7846              1490                Not applicable
## 7856               358                Not applicable
## 7864              4000                Not applicable
## 7894               240                Not applicable
## 7909              1064     Preapproval was requested
## 7915               921                Not applicable
## 7940               531                Not applicable
## 7966              3500                Not applicable
## 7991               675                Not applicable
## 7996               430                Not applicable
## 8007               100                Not applicable
## 8015               631                Not applicable
## 8035              2100                Not applicable
## 8038               500                Not applicable
## 8042               465 Preapproval was not requested
## 8044              2213                Not applicable
## 8056               863                Not applicable
## 8081               700                Not applicable
## 8086               850                Not applicable
## 8104              2000                Not applicable
## 8122              1610                Not applicable
## 8150               250 Preapproval was not requested
## 8152               935                Not applicable
## 8206              1712     Preapproval was requested
## 8210                80 Preapproval was not requested
## 8212              1159                Not applicable
## 8266               725                Not applicable
## 8267               697                Not applicable
## 8272              1800                Not applicable
## 8282               150                Not applicable
## 8338              1360                Not applicable
## 8341               626                Not applicable
## 8344              1000                Not applicable
## 8353               815                Not applicable
## 8359               225                Not applicable
## 8374               734 Preapproval was not requested
## 8398               532                Not applicable
## 8401              1920 Preapproval was not requested
## 8404               300 Preapproval was not requested
## 8439               150                Not applicable
## 8489               999                Not applicable
## 8533               636                Not applicable
## 8539               636                Not applicable
## 8542               420                Not applicable
## 8545               815                Not applicable
## 8561              1950                Not applicable
## 8596               968                Not applicable
## 8614               725                Not applicable
## 8632              1150                Not applicable
## 8649               476                Not applicable
## 8655               377                Not applicable
## 8669               264                Not applicable
## 8686              1950                Not applicable
## 8692               296 Preapproval was not requested
## 8697                92                Not applicable
## 8698               488                Not applicable
## 8710               425                Not applicable
## 8719               300                Not applicable
## 8740              1050                Not applicable
## 8758               540                Not applicable
## 8783               556                Not applicable
## 8788               338                Not applicable
## 8797               828                Not applicable
## 8806              2525                Not applicable
## 8812              2850                Not applicable
## 8818              6975 Preapproval was not requested
## 8821               600                Not applicable
## 8896              1500                Not applicable
## 8932              1575 Preapproval was not requested
## 9004               720                Not applicable
## 9022              2063                Not applicable
## 9028               638                Not applicable
## 9034               365                Not applicable
## 9052              2000                Not applicable
## 9058              3339                Not applicable
## 9082               682                Not applicable
## 9088              2000                Not applicable
## 9113               631                Not applicable
## 9119              2905                Not applicable
## 9141               850 Preapproval was not requested
## 9148              3000                Not applicable
## 9149               595                Not applicable
## 9155              1000                Not applicable
## 9160              1975                Not applicable
## 9181               540                Not applicable
## 9184               505                Not applicable
## 9191               595                Not applicable
## 9196               460                Not applicable
## 9197              1330                Not applicable
## 9199              1000                Not applicable
## 9203               886                Not applicable
## 9205               100                Not applicable
## 9208              1500                Not applicable
## 9247               750                Not applicable
## 9253              1700                Not applicable
## 9256              1250                Not applicable
## 9271              1016                Not applicable
## 9279              1064                Not applicable
## 9280              1100                Not applicable
## 9289              1598                Not applicable
## 9295               606                Not applicable
## 9317              1300                Not applicable
## 9322               200                Not applicable
## 9337               780 Preapproval was not requested
## 9340              1485     Preapproval was requested
## 9359               336                Not applicable
## 9361               364                Not applicable
## 9365               304     Preapproval was requested
## 9371               336                Not applicable
## 9376              2800                Not applicable
## 9381               416                Not applicable
## 9415                35                Not applicable
## 9429               400                Not applicable
## 9436               770                Not applicable
## 9484              1519 Preapproval was not requested
## 9496               904                Not applicable
## 9502              7800                Not applicable
## 9526              1680                Not applicable
## 9532               184                Not applicable
## 9535               279                Not applicable
## 9549               355                Not applicable
## 9563              1499     Preapproval was requested
## 9574               629                Not applicable
## 9580               379                Not applicable
## 9586              1152                Not applicable
## 9625              1224                Not applicable
## 9641               676                Not applicable
## 9646               888     Preapproval was requested
## 9655              1256                Not applicable
## 9658              2370                Not applicable
## 9661               815                Not applicable
## 9688              2240                Not applicable
## 9700              1781                Not applicable
## 9701               815                Not applicable
## 9707               400                Not applicable
## 9713               400                Not applicable
## 9717               360                Not applicable
## 9732               636                Not applicable
## 9754              1008                Not applicable
## 9756               260                Not applicable
## 9768               392                Not applicable
## 9773              1880 Preapproval was not requested
## 9821               950 Preapproval was not requested
## 9826              2200                Not applicable
## 9856               636     Preapproval was requested
## 9865               928 Preapproval was not requested
## 9880               413 Preapproval was not requested
## 9882               690                Not applicable
## 9889              1998     Preapproval was requested
## 9895              1250                Not applicable
## 9907              2263                Not applicable
## 9913              4000                Not applicable
## 9933               561                Not applicable
## 9940              2000                Not applicable
## 9955              1744                Not applicable
## 9967              1980     Preapproval was requested
## 9970              1687                Not applicable
## 9971              1440                Not applicable
## 10003              423 Preapproval was not requested
## 10024             1720                Not applicable
## 10048              519                Not applicable
## 10054             1250                Not applicable
## 10078              425                Not applicable
## 10114             1425     Preapproval was requested
## 10123             2120                Not applicable
## 10128              418                Not applicable
## 10145              732                Not applicable
## 10152              620 Preapproval was not requested
## 10176              630 Preapproval was not requested
## 10188              350                Not applicable
## 10193              502                Not applicable
## 10222              210                Not applicable
## 10234              410                Not applicable
## 10253              435                Not applicable
## 10273             1320                Not applicable
## 10280              405                Not applicable
## 10285             1082                Not applicable
## 10297              595                Not applicable
## 10303              499                Not applicable
## 10306             2000                Not applicable
## 10312             1250                Not applicable
## 10318             1313                Not applicable
## 10369              830                Not applicable
## 10379             1200                Not applicable
## 10388              243                Not applicable
## 10390             1000 Preapproval was not requested
## 10420             1028                Not applicable
## 10467              551 Preapproval was not requested
## 10486             2750                Not applicable
## 10515              266                Not applicable
## 10531             1200                Not applicable
## 10534             2450                Not applicable
## 10535              422                Not applicable
## 10537               30                Not applicable
## 10540              865                Not applicable
## 10541             3000                Not applicable
## 10551              494                Not applicable
## 10554              250                Not applicable
## 10566              285                Not applicable
## 10573             1232                Not applicable
## 10582             3000 Preapproval was not requested
## 10588              239     Preapproval was requested
## 10591              488                Not applicable
## 10597             2200                Not applicable
## 10615             3000                Not applicable
## 10623              267                Not applicable
## 10631              395                Not applicable
## 10637             1000                Not applicable
## 10641              510                Not applicable
## 10648              225                Not applicable
## 10663              635                Not applicable
## 10687             2108     Preapproval was requested
## 10711              742                Not applicable
## 10747             1500     Preapproval was requested
## 10759             1100                Not applicable
## 10781              650                Not applicable
## 10789              864                Not applicable
## 10795             1964                Not applicable
## 10804             2400                Not applicable
## 10805             1400                Not applicable
## 10840              600                Not applicable
## 10841              725                Not applicable
## 10852             1300                Not applicable
## 10853             1223                Not applicable
## 10861              700                Not applicable
## 10892              176                Not applicable
## 10909             2471                Not applicable
## 10915             4100                Not applicable
## 10919             1223                Not applicable
## 10924             1248                Not applicable
## 10939             1865                Not applicable
## 10945              304                Not applicable
## 10960              257                Not applicable
## 10993             1404 Preapproval was not requested
## 11023             6751 Preapproval was not requested
## 11026             1900                Not applicable
## 11044              173                Not applicable
## 11053             1937                Not applicable
## 11059             3000 Preapproval was not requested
## 11064              384                Not applicable
## 11065             2250                Not applicable
## 11068              860 Preapproval was not requested
## 11071              390                Not applicable
## 11074               26 Preapproval was not requested
## 11095             2743                Not applicable
## 11098              700 Preapproval was not requested
## 11099              216                Not applicable
## 11102              500                Not applicable
## 11111             1750                Not applicable
## 11119             1800                Not applicable
## 11151              258                Not applicable
## 11165             1040                Not applicable
## 11179             1200                Not applicable
## 11185             8000                Not applicable
## 11203             2535                Not applicable
## 11215             3469                Not applicable
## 11224             1200                Not applicable
## 11230             1560 Preapproval was not requested
## 11242             2494 Preapproval was not requested
## 11253              395                Not applicable
## 11257             1200                Not applicable
## 11268              350                Not applicable
## 11269              900                Not applicable
## 11290              250 Preapproval was not requested
## 11291              390                Not applicable
## 11297              636                Not applicable
## 11302              950 Preapproval was not requested
## 11309              677                Not applicable
## 11318              500                Not applicable
## 11329             2600                Not applicable
## 11341             2208                Not applicable
## 11347             1830                Not applicable
## 11362              942 Preapproval was not requested
## 11372              176                Not applicable
## 11389              432     Preapproval was requested
## 11395             2315                Not applicable
## 11404             1680                Not applicable
## 11407             1890 Preapproval was not requested
## 11413             1024     Preapproval was requested
## 11415              800                Not applicable
## 11425             1000 Preapproval was not requested
## 11452             4120                Not applicable
## 11455              900                Not applicable
## 11458              598                Not applicable
## 11473             1469                Not applicable
## 11491             1208                Not applicable
## 11498              102                Not applicable
## 11499              630                Not applicable
## 11521              705                Not applicable
## 11533             1120                Not applicable
## 11536             1200                Not applicable
## 11551             1265                Not applicable
## 11560             1680                Not applicable
## 11562              394 Preapproval was not requested
## 11576              166                Not applicable
## 11581              748                Not applicable
## 11593             1500                Not applicable
## 11596              689                Not applicable
## 11605             1800     Preapproval was requested
## 11608             1960                Not applicable
## 11611              790                Not applicable
## 11620             1340                Not applicable
## 11629             1500     Preapproval was requested
## 11638              500                Not applicable
## 11650             1600 Preapproval was not requested
## 11656              624 Preapproval was not requested
## 11684              221                Not applicable
## 11704             3000                Not applicable
## 11708              242     Preapproval was requested
## 11710             4000                Not applicable
## 11714               75                Not applicable
## 11725             1150                Not applicable
## 11749              170                Not applicable
## 11761              784     Preapproval was requested
## 11764              255                Not applicable
## 11767             7800                Not applicable
## 11769              365                Not applicable
## 11773             5642                Not applicable
## 11794              461                Not applicable
## 11797             1987                Not applicable
## 11802              470                Not applicable
## 11807             2500                Not applicable
## 11809             1355                Not applicable
## 11810               53                Not applicable
## 11825              520                Not applicable
## 11830             1150                Not applicable
## 11839             1640     Preapproval was requested
## 11854             2360                Not applicable
## 11869              830                Not applicable
## 11893             2000                Not applicable
## 11927              492                Not applicable
## 11929             2000     Preapproval was requested
## 11935             1425 Preapproval was not requested
## 11945              608 Preapproval was not requested
## 11950              420                Not applicable
## 11951              683                Not applicable
## 11958              364                Not applicable
## 11983              338                Not applicable
## 12013              450                Not applicable
## 12014              146                Not applicable
## 12019             1994 Preapproval was not requested
## 12021              760                Not applicable
## 12033              708                Not applicable
## 12035             1120                Not applicable
## 12041             1472                Not applicable
## 12055              600                Not applicable
## 12064              552                Not applicable
## 12091             1125                Not applicable
## 12092              760 Preapproval was not requested
## 12101             6000                Not applicable
## 12113             1500 Preapproval was not requested
## 12121              775                Not applicable
## 12127             1000                Not applicable
## 12130             1600                Not applicable
## 12131              560                Not applicable
## 12133              925 Preapproval was not requested
## 12139             1320     Preapproval was requested
## 12145              310                Not applicable
## 12168              390                Not applicable
## 12169             1450                Not applicable
## 12187              196                Not applicable
## 12194              241                Not applicable
## 12199              750                Not applicable
## 12232             1019                Not applicable
## 12235             5000                Not applicable
## 12250             3000                Not applicable
## 12253             1258                Not applicable
## 12271              871                Not applicable
## 12293             1600                Not applicable
## 12295              440                Not applicable
## 12301              330                Not applicable
## 12319             1494     Preapproval was requested
## 12334             1329                Not applicable
## 12343             1000                Not applicable
## 12347             1736                Not applicable
## 12371              400                Not applicable
## 12376              876                Not applicable
## 12379             1256                Not applicable
## 12385              300                Not applicable
## 12392              436                Not applicable
## 12397              590                Not applicable
## 12406              437 Preapproval was not requested
## 12418             1500                Not applicable
## 12421              560                Not applicable
## 12424              624 Preapproval was not requested
## 12427             3000                Not applicable
## 12445              982                Not applicable
## 12447              600                Not applicable
## 12454             1260 Preapproval was not requested
## 12468              295                Not applicable
## 12469             1217                Not applicable
## 12481             1586                Not applicable
## 12487              259                Not applicable
## 12493             1509                Not applicable
## 12496             1280                Not applicable
## 12502             1358                Not applicable
## 12507              390                Not applicable
## 12511              331 Preapproval was not requested
## 12517             1050                Not applicable
## 12520              590                Not applicable
## 12523             1500                Not applicable
## 12529             1150                Not applicable
## 12532             1032     Preapproval was requested
## 12538              468                Not applicable
## 12541              250 Preapproval was not requested
## 12547              425     Preapproval was requested
## 12556              450                Not applicable
## 12559             2908                Not applicable
## 12565              527                Not applicable
## 12586              750                Not applicable
## 12592             2860                Not applicable
## 12600              301                Not applicable
## 12605             1225     Preapproval was requested
## 12607             1635                Not applicable
## 12610             3000                Not applicable
## 12613             2500                Not applicable
## 12616              425     Preapproval was requested
## 12617             1168                Not applicable
## 12623              625                Not applicable
## 12638             1550                Not applicable
## 12640             1000                Not applicable
## 12643             1140                Not applicable
## 12646              636 Preapproval was not requested
## 12677              736 Preapproval was not requested
## 12685             1015                Not applicable
## 12700              196                Not applicable
## 12703             1554                Not applicable
## 12706              496     Preapproval was requested
## 12739              350 Preapproval was not requested
## 12745              526                Not applicable
## 12748             1800                Not applicable
## 12790              440                Not applicable
## 12799             1195                Not applicable
## 12823             1720                Not applicable
## 12826              726     Preapproval was requested
## 12833              636                Not applicable
## 12835             2130                Not applicable
## 12842              468 Preapproval was not requested
## 12847              700                Not applicable
## 12859              586                Not applicable
## 12862              615                Not applicable
## 12865             3000     Preapproval was requested
## 12882              306                Not applicable
## 12886              700 Preapproval was not requested
## 12892             1050                Not applicable
## 12895             1600     Preapproval was requested
## 12901              774 Preapproval was not requested
## 12940              424                Not applicable
## 12946              532                Not applicable
## 12958              500 Preapproval was not requested
## 12981              636                Not applicable
## 13009              672                Not applicable
## 13015              945                Not applicable
## 13020              210 Preapproval was not requested
## 13039              417                Not applicable
## 13048             2000                Not applicable
## 13073              693                Not applicable
## 13075              970                Not applicable
## 13078             3000 Preapproval was not requested
## 13081             1096                Not applicable
## 13087              981                Not applicable
## 13093             3000                Not applicable
## 13114              975                Not applicable
## 13120             1325 Preapproval was not requested
## 13123             8564                Not applicable
## 13135              566 Preapproval was not requested
## 13141             1610                Not applicable
## 13147             2613                Not applicable
## 13153             3000                Not applicable
## 13155              399     Preapproval was requested
## 13171             1358                Not applicable
## 13180              356                Not applicable
## 13189             1000                Not applicable
## 13192             1122                Not applicable
## 13198              455                Not applicable
## 13207             1000                Not applicable
## 13209              485                Not applicable
## 13213             4000 Preapproval was not requested
## 13219             3000                Not applicable
## 13222              732                Not applicable
## 13228              844                Not applicable
## 13231              700                Not applicable
## 13246              524                Not applicable
## 13249              849                Not applicable
## 13273              323                Not applicable
## 13285              351     Preapproval was requested
## 13289              747 Preapproval was not requested
## 13315             1175                Not applicable
## 13333             3009                Not applicable
## 13336             1900                Not applicable
## 13339              900                Not applicable
## 13381              350                Not applicable
## 13393              840                Not applicable
## 13406              456                Not applicable
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## 13412              574                Not applicable
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## 13421              469 Preapproval was not requested
## 13423             4000                Not applicable
## 13435             1304                Not applicable
## 13447             3800                Not applicable
## 13453              370                Not applicable
## 13457              300     Preapproval was requested
## 13477             2200                Not applicable
## 13483             3200                Not applicable
## 13492              350                Not applicable
## 13495             1300 Preapproval was not requested
## 13504              500                Not applicable
## 13513              912                Not applicable
## 13522             3960                Not applicable
## 13525              580 Preapproval was not requested
## 13540             2175                Not applicable
## 13543            11900 Preapproval was not requested
## 13552              617                Not applicable
## 13561             3800 Preapproval was not requested
## 13570              421                Not applicable
## 13579              516 Preapproval was not requested
## 13597              548                Not applicable
## 13612              730                Not applicable
## 13621              530                Not applicable
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## 13630              417     Preapproval was requested
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## 13646              455                Not applicable
## 13651              400 Preapproval was not requested
## 13657             1720                Not applicable
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## 13669              863                Not applicable
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## 13708              964                Not applicable
## 13720             1330                Not applicable
## 13723              100                Not applicable
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## 13732              979 Preapproval was not requested
## 13741             1184                Not applicable
## 13745             1521                Not applicable
## 13755              543     Preapproval was requested
## 13771             1920                Not applicable
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## 13803              424 Preapproval was not requested
## 13832              140                Not applicable
## 13836              285 Preapproval was not requested
## 13852              292                Not applicable
## 13861              174                Not applicable
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## 13915              918 Preapproval was not requested
## 13936             1459                Not applicable
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## 14065              788     Preapproval was requested
## 14092              885                Not applicable
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## 14152             1133     Preapproval was requested
## 14155              975                Not applicable
## 14161              772                Not applicable
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## 14197             1700                Not applicable
## 14203              985                Not applicable
## 14221             2235     Preapproval was requested
## 14224             1381                Not applicable
## 14236              926                Not applicable
## 14239             1360                Not applicable
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## 14245              700 Preapproval was not requested
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## 14259              320                Not applicable
## 14278              975                Not applicable
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## 14293             2650                Not applicable
## 14298              165                Not applicable
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## 14338             1663     Preapproval was requested
## 14341             1550 Preapproval was not requested
## 14353             5600                Not applicable
## 14362              525 Preapproval was not requested
## 14367              700 Preapproval was not requested
## 14374              900                Not applicable
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## 14414              800     Preapproval was requested
## 14419              680     Preapproval was requested
## 14425              625                Not applicable
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## 14443              750                Not applicable
## 14449              969                Not applicable
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## 14536             1475                Not applicable
## 14548             1500 Preapproval was not requested
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## 14601              814                Not applicable
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## 14660               25                Not applicable
## 14664              304 Preapproval was not requested
## 14668              529                Not applicable
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## 14692              803                Not applicable
## 14695              640 Preapproval was not requested
## 14710              575                Not applicable
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## 14752              424                Not applicable
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## 14816              146                Not applicable
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## 14896             1120 Preapproval was not requested
## 14906              360                Not applicable
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## 14932             2950     Preapproval was requested
## 14956             1550                Not applicable
## 14974              297                Not applicable
## 14983              700     Preapproval was requested
## 14992              424                Not applicable
## 14995             3825                Not applicable
## 15012              218                Not applicable
## 15038              168 Preapproval was not requested
## 15043              416                Not applicable
## 15082              472                Not applicable
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## 15112              179                Not applicable
## 15127               75 Preapproval was not requested
## 15154             2950                Not applicable
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## 15211             1643                Not applicable
## 15229             1200 Preapproval was not requested
## 15232              410                Not applicable
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## 15253              245                Not applicable
## 15262              250                Not applicable
## 15265              800 Preapproval was not requested
## 15286              605                Not applicable
## 15292             2500 Preapproval was not requested
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## 15319             1520     Preapproval was requested
## 15322             1088                Not applicable
## 15327               15                Not applicable
## 15334              538 Preapproval was not requested
## 15339              578                Not applicable
## 15343             3500                Not applicable
## 15365              300                Not applicable
## 15367             1676 Preapproval was not requested
## 15370             1013                Not applicable
## 15402              275 Preapproval was not requested
## 15403             1295     Preapproval was requested
## 15410              160                Not applicable
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## 15446               51                Not applicable
## 15508             3000                Not applicable
## 15520              550                Not applicable
## 15532             1600 Preapproval was not requested
## 15541             1520                Not applicable
## 15550             1390                Not applicable
## 15556              407                Not applicable
## 15565             1340                Not applicable
## 15573              433 Preapproval was not requested
## 15574             1100                Not applicable
## 15588              557                Not applicable
## 15600              423 Preapproval was not requested
## 15601             5000 Preapproval was not requested
## 15617               15                Not applicable
## 15628             1575                Not applicable
## 15631             3480 Preapproval was not requested
## 15641              349     Preapproval was requested
## 15646             4000 Preapproval was not requested
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## 15667             1200                Not applicable
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## 15715             1470 Preapproval was not requested
## 15723               10                Not applicable
## 15727              625                Not applicable
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## 15735              900                Not applicable
## 15736              907                Not applicable
## 15751             1455                Not applicable
## 15753              334                Not applicable
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## 15774             1838                Not applicable
## 15775             1016 Preapproval was not requested
## 15781              500                Not applicable
## 15784              508 Preapproval was not requested
## 15804              285                Not applicable
## 15805             1275                Not applicable
## 15809              635 Preapproval was not requested
## 15811              674                Not applicable
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## 15834              708                Not applicable
## 15856              700     Preapproval was requested
## 15863              625                Not applicable
## 15867              163                Not applicable
## 15868             5500                Not applicable
## 15871             1392                Not applicable
## 15877              750                Not applicable
## 15883              956                Not applicable
## 15910             1125                Not applicable
## 15915             2363                Not applicable
## 15983             1304                Not applicable
## 15988              724                Not applicable
## 15991              632                Not applicable
## 16000              900                Not applicable
## 16024              578                Not applicable
## 16033              338                Not applicable
## 16039              960                Not applicable
## 16045             3483                Not applicable
## 16048              500                Not applicable
## 16057              375     Preapproval was requested
## 16060             1162                Not applicable
## 16066             2100                Not applicable
## 16081              363 Preapproval was not requested
## 16090              373                Not applicable
## 16100              130                Not applicable
## 16101              600                Not applicable
## 16129              956                Not applicable
## 16137              600 Preapproval was not requested
## 16144             1050                Not applicable
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## 16162             1425 Preapproval was not requested
## 16167              656                Not applicable
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## 16176              235                Not applicable
## 16180             1880 Preapproval was not requested
## 16195              293                Not applicable
## 16197             1740                Not applicable
## 16201             1008                Not applicable
## 16203             3000 Preapproval was not requested
## 16209             1300                Not applicable
## 16222             2824                Not applicable
## 16228              630                Not applicable
## 16243             1168                Not applicable
## 16248              137                Not applicable
## 16256              269                Not applicable
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## 16267              500                Not applicable
## 16273              748 Preapproval was not requested
## 16281             1550 Preapproval was not requested
## 16285              995 Preapproval was not requested
## 16287              980                Not applicable
## 16293              749 Preapproval was not requested
## 16294             2000                Not applicable
## 16309              600 Preapproval was not requested
## 16312              625                Not applicable
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## 16341              675     Preapproval was requested
## 16349             1070                Not applicable
## 16354              396                Not applicable
## 16362              323                Not applicable
## 16365             1988     Preapproval was requested
## 16383              215                Not applicable
## 16405               25                Not applicable
## 16409             2271                Not applicable
## 16414             3436                Not applicable
## 16423             2250     Preapproval was requested
## 16437              476                Not applicable
## 16459              746                Not applicable
## 16462             1490 Preapproval was not requested
## 16468             1759                Not applicable
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## 16525             1788                Not applicable
## 16531             1723                Not applicable
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## 16555              243                Not applicable
## 16556              405 Preapproval was not requested
## 16573               18                Not applicable
## 16576             2475                Not applicable
## 16582              153 Preapproval was not requested
## 16597               15                Not applicable
## 16601             1300                Not applicable
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## 16631              800 Preapproval was not requested
## 16635              928 Preapproval was not requested
## 16643              811                Not applicable
## 16648              635                Not applicable
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## 16660             6018 Preapproval was not requested
## 16684             1000                Not applicable
## 16695              424                Not applicable
## 16702              425 Preapproval was not requested
## 16705             3000                Not applicable
## 16710              514                Not applicable
## 16711             2880     Preapproval was requested
## 16715             1000                Not applicable
## 16720             3500                Not applicable
## 16722              464 Preapproval was not requested
## 16732              480                Not applicable
## 16741              611                Not applicable
## 16747             1000 Preapproval was not requested
## 16755              476                Not applicable
## 16756              370                Not applicable
## 16758              357                Not applicable
## 16759             1447                Not applicable
## 16765             1143 Preapproval was not requested
## 16767             3500                Not applicable
## 16791              564                Not applicable
## 16800              500 Preapproval was not requested
## 16810             1050                Not applicable
## 16827              376                Not applicable
## 16843              636                Not applicable
## 16847             1050                Not applicable
## 16861             1000                Not applicable
## 16869              413                Not applicable
## 16875             2000                Not applicable
## 16877              300 Preapproval was not requested
## 16879              960 Preapproval was not requested
## 16889              937                Not applicable
## 16891              650                Not applicable
## 16894              410                Not applicable
## 16903             1335                Not applicable
## 16905              805                Not applicable
## 16931              636 Preapproval was not requested
## 16933              698                Not applicable
## 16951              400 Preapproval was not requested
## 16955              875                Not applicable
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## 17009             1820                Not applicable
## 17035             2000 Preapproval was not requested
## 17044             1484                Not applicable
## 17045              630                Not applicable
## 17059              248                Not applicable
## 17071             1500 Preapproval was not requested
## 17074             1200                Not applicable
## 17080             4445                Not applicable
## 17086             2438                Not applicable
## 17088              318 Preapproval was not requested
## 17094              200     Preapproval was requested
## 17102              116 Preapproval was not requested
## 17113             2000                Not applicable
## 17116             3600                Not applicable
## 17117              392                Not applicable
## 17130              424                Not applicable
## 17133              944     Preapproval was requested
## 17143             1320 Preapproval was not requested
## 17145             1300                Not applicable
## 17149             1083                Not applicable
## 17151              355                Not applicable
## 17161              988 Preapproval was not requested
## 17164              402                Not applicable
## 17166              600                Not applicable
## 17167              644                Not applicable
## 17179               70                Not applicable
## 17183             1760                Not applicable
## 17185              750                Not applicable
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## 17197              500                Not applicable
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## 17212             1788 Preapproval was not requested
## 17215             1680                Not applicable
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## 17233             1800                Not applicable
## 17238              424 Preapproval was not requested
## 17239             2758 Preapproval was not requested
## 17244              248 Preapproval was not requested
## 17260              788                Not applicable
## 17263             1165                Not applicable
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## 17317             1024 Preapproval was not requested
## 17320              642                Not applicable
## 17322              417                Not applicable
## 17335              900                Not applicable
## 17368              537 Preapproval was not requested
## 17388              527                Not applicable
## 17392             4900                Not applicable
## 17424              747                Not applicable
## 17425             1200                Not applicable
## 17428              798                Not applicable
## 17440              850                Not applicable
## 17465              755                Not applicable
## 17494             1663                Not applicable
## 17497             1800                Not applicable
## 17514              295                Not applicable
## 17531              241                Not applicable
## 17532              417     Preapproval was requested
## 17536              918 Preapproval was not requested
## 17539             1500                Not applicable
## 17541             1200 Preapproval was not requested
## 17545              468                Not applicable
## 17557              760                Not applicable
## 17560             1035                Not applicable
## 17562              250     Preapproval was requested
## 17578              925                Not applicable
## 17584             1225                Not applicable
## 17587             1220                Not applicable
## 17591              549                Not applicable
## 17592              405                Not applicable
## 17594              379                Not applicable
## 17602              563                Not applicable
## 17617             1914                Not applicable
## 17630              440                Not applicable
## 17635             2160                Not applicable
## 17643             1090                Not applicable
## 17644             1913                Not applicable
## 17645             2500                Not applicable
## 17647              753                Not applicable
## 17650             1499                Not applicable
## 17656              737                Not applicable
## 17659             2120 Preapproval was not requested
## 17665              424 Preapproval was not requested
## 17674              920                Not applicable
## 17675             1191                Not applicable
## 17683              900     Preapproval was requested
## 17689              880                Not applicable
## 17698              900     Preapproval was requested
## 17701             1350                Not applicable
## 17707              880     Preapproval was requested
## 17713              750                Not applicable
## 17719             2650                Not applicable
## 17737             2818                Not applicable
## 17746              585                Not applicable
## 17759             1839                Not applicable
## 17765              800                Not applicable
## 17767              295                Not applicable
## 17788             1820     Preapproval was requested
## 17800             2424 Preapproval was not requested
## 17804              176                Not applicable
## 17807             1256                Not applicable
## 17819              417                Not applicable
## 17830              160                Not applicable
## 17833              570                Not applicable
## 17836             1000                Not applicable
## 17837             1040                Not applicable
## 17849              427 Preapproval was not requested
## 17851              427                Not applicable
## 17855             1660                Not applicable
## 17859              347                Not applicable
## 17863              357                Not applicable
## 17869              872 Preapproval was not requested
## 17872              944                Not applicable
## 17877             1414                Not applicable
## 17890              900     Preapproval was requested
## 17893             1067     Preapproval was requested
## 17911              427                Not applicable
## 17913             2237     Preapproval was requested
## 17920              716                Not applicable
## 17932             1000                Not applicable
## 17939              460                Not applicable
## 17983              590                Not applicable
## 17986              788                Not applicable
## 18016              735                Not applicable
## 18034             1600 Preapproval was not requested
## 18045             3000                Not applicable
## 18057             1000                Not applicable
## 18082              300                Not applicable
## 18085             2310 Preapproval was not requested
## 18091             1080                Not applicable
## 18095              325     Preapproval was requested
## 18106              648                Not applicable
## 18108              108                Not applicable
## 18113              652                Not applicable
## 18115              600                Not applicable
## 18124              906 Preapproval was not requested
## 18130              849                Not applicable
## 18137              620     Preapproval was requested
## 18142             1780     Preapproval was requested
## 18147             1036                Not applicable
## 18161             1240 Preapproval was not requested
## 18165             2240                Not applicable
## 18175             1223                Not applicable
## 18177              683                Not applicable
## 18178              424                Not applicable
## 18184              498                Not applicable
## 18187              700                Not applicable
## 18190            16350 Preapproval was not requested
## 18199             2000                Not applicable
## 18207              624 Preapproval was not requested
## 18208             1300                Not applicable
## 18209             2317                Not applicable
## 18211              610                Not applicable
## 18227              381                Not applicable
## 18250              500                Not applicable
## 18265             2350                Not applicable
## 18271             2280                Not applicable
## 18277             2730 Preapproval was not requested
## 18283             2040                Not applicable
## 18285             1080                Not applicable
## 18305              540                Not applicable
## 18325              600                Not applicable
## 18331              750                Not applicable
## 18334              900                Not applicable
## 18345               37                Not applicable
## 18349             1650                Not applicable
## 18352             1100                Not applicable
## 18371             1920                Not applicable
## 18373             1292                Not applicable
## 18379             1840                Not applicable
## 18381             2000                Not applicable
## 18385              790                Not applicable
## 18389              759                Not applicable
## 18412             1076                Not applicable
## 18442             8715                Not applicable
## 18447             1000                Not applicable
## 18470              101                Not applicable
## 18478              322 Preapproval was not requested
## 18495              628                Not applicable
## 18499             2590                Not applicable
## 18507              553                Not applicable
## 18516              308                Not applicable
## 18517             1110                Not applicable
## 18521              338                Not applicable
## 18538              900 Preapproval was not requested
## 18539              539                Not applicable
## 18541             5000                Not applicable
## 18549             2376                Not applicable
## 18550             1500                Not applicable
## 18555              375                Not applicable
## 18579              424                Not applicable
## 18585              332                Not applicable
## 18589             1019                Not applicable
## 18595              290                Not applicable
## 18603              637     Preapproval was requested
## 18615              275                Not applicable
## 18623             1680                Not applicable
## 18626              456                Not applicable
## 18627             6000                Not applicable
## 18647             2000                Not applicable
## 18652             3788                Not applicable
## 18658             1000                Not applicable
## 18659             1240                Not applicable
## 18673             1540                Not applicable
## 18682              460                Not applicable
## 18688             8500                Not applicable
## 18703              415                Not applicable
## 18712             2000                Not applicable
## 18717             2000                Not applicable
## 18718              440                Not applicable
## 18724              490 Preapproval was not requested
## 18753              363                Not applicable
## 18759               20                Not applicable
## 18760             2400                Not applicable
## 18775             1733 Preapproval was not requested
## 18787             1425 Preapproval was not requested
## 18793             1752                Not applicable
## 18795             1000                Not applicable
## 18811              700 Preapproval was not requested
## 18820             1692                Not applicable
## 18838              400                Not applicable
## 18844              362                Not applicable
## 18850             1500 Preapproval was not requested
## 18865             4950     Preapproval was requested
## 18878              266                Not applicable
## 18898              632 Preapproval was not requested
## 18909              100                Not applicable
## 18915             3900                Not applicable
## 18951              525                Not applicable
## 18970             1020                Not applicable
## 18991              532                Not applicable
## 18992              150                Not applicable
## 18993              972                Not applicable
## 18999             6500                Not applicable
## 19000             1000                Not applicable
## 19006              250                Not applicable
## 19024              363                Not applicable
## 19028              222                Not applicable
## 19037              504                Not applicable
## 19053             1028                Not applicable
## 19060              564 Preapproval was not requested
## 19061             2600                Not applicable
## 19069             1100 Preapproval was not requested
## 19073              628 Preapproval was not requested
## 19087             1175                Not applicable
## 19091              317                Not applicable
## 19096             2200                Not applicable
## 19105              565                Not applicable
## 19120             1196                Not applicable
## 19123             1500                Not applicable
## 19129             2250                Not applicable
## 19141              360                Not applicable
## 19142              900                Not applicable
## 19168             1755                Not applicable
## 19177              934     Preapproval was requested
## 19198              586                Not applicable
## 19204              900                Not applicable
## 19219             2200                Not applicable
## 19225             4500                Not applicable
## 19228              296                Not applicable
## 19249             2000                Not applicable
## 19263             1060                Not applicable
## 19267             1000                Not applicable
## 19269              218 Preapproval was not requested
## 19273              845                Not applicable
## 19291             1500                Not applicable
## 19297             1870                Not applicable
## 19325             1596                Not applicable
## 19334              252                Not applicable
## 19348            10000                Not applicable
## 19367              360 Preapproval was not requested
## 19369             1000 Preapproval was not requested
## 19384             1469                Not applicable
## 19387             2000 Preapproval was not requested
## 19393             1545                Not applicable
## 19397              450                Not applicable
## 19405             1880                Not applicable
## 19411              315                Not applicable
## 19414              489                Not applicable
## 19423             1925                Not applicable
## 19437             1250                Not applicable
## 19438              201                Not applicable
## 19441             1700                Not applicable
## 19447              547                Not applicable
## 19451              978                Not applicable
## 19454               25                Not applicable
## 19486             4372                Not applicable
## 19489             1000                Not applicable
## 19516             4209                Not applicable
## 19519              700 Preapproval was not requested
## 19546             1075                Not applicable
## 19587             1220                Not applicable
## 19602              300                Not applicable
## 19603              200                Not applicable
## 19611             1000                Not applicable
## 19629              510                Not applicable
## 19655              571                Not applicable
## 19657             3850                Not applicable
## 19675             1054                Not applicable
## 19682              407                Not applicable
## 19691             2500                Not applicable
## 19701             3800                Not applicable
## 19709              398 Preapproval was not requested
## 19715             3000                Not applicable
## 19720              300                Not applicable
## 19723              457     Preapproval was requested
## 19729              701                Not applicable
## 19735             1400                Not applicable
## 19753              975                Not applicable
## 19754              776                Not applicable
## 19756             5000                Not applicable
## 19761             1280                Not applicable
## 19762             6150                Not applicable
## 19763               25                Not applicable
## 19765             1152                Not applicable
## 19786              155                Not applicable
## 19789              600                Not applicable
## 19801              845                Not applicable
## 19807             1840                Not applicable
## 19811             2300                Not applicable
## 19816             2000                Not applicable
## 19817             2200                Not applicable
## 19819             2132 Preapproval was not requested
## 19823             2730                Not applicable
## 19835              290                Not applicable
## 19843             2000 Preapproval was not requested
## 19849             3173     Preapproval was requested
## 19855             1304                Not applicable
## 19859             3000                Not applicable
## 19861             2900                Not applicable
## 19867             2160                Not applicable
## 19873             1700                Not applicable
## 19887             2360                Not applicable
## 19895             2257                Not applicable
## 19899               30                Not applicable
## 19901              677                Not applicable
## 19909             2000                Not applicable
## 19925             1500                Not applicable
## 19939              800                Not applicable
## 19940              512                Not applicable
## 19945               48                Not applicable
## 19981             1073                Not applicable
## 19999              636                Not applicable
## 20027              679                Not applicable
## 20032             1500                Not applicable
## 20035              221                Not applicable
## 20044              592                Not applicable
## 20060              100                Not applicable
## 20061              400                Not applicable
## 20063              896                Not applicable
## 20072              275                Not applicable
## 20080              636                Not applicable
## 20081             1425                Not applicable
## 20104             1800                Not applicable
## 20116             1716                Not applicable
## 20136              168                Not applicable
## 20166              550 Preapproval was not requested
## 20167             1900                Not applicable
## 20175              534                Not applicable
## 20181              425                Not applicable
## 20184              388                Not applicable
## 20185             1913     Preapproval was requested
## 20187             1380     Preapproval was requested
## 20198              278                Not applicable
## 20203             1000                Not applicable
## 20206             3614                Not applicable
## 20218             1254                Not applicable
## 20227              554                Not applicable
## 20231             2246 Preapproval was not requested
## 20233             1745                Not applicable
## 20236              520 Preapproval was not requested
## 20237             1069                Not applicable
## 20250              424                Not applicable
## 20299             1500                Not applicable
## 20301             1600                Not applicable
## 20302             1300                Not applicable
## 20308             1644                Not applicable
## 20326              385                Not applicable
## 20332              255                Not applicable
## 20339             1785     Preapproval was requested
## 20341             1840 Preapproval was not requested
## 20367              375                Not applicable
## 20393             2000     Preapproval was requested
## 20395             2556 Preapproval was not requested
## 20398             1948                Not applicable
## 20399               50                Not applicable
## 20401              789 Preapproval was not requested
## 20409              581                Not applicable
## 20410               20                Not applicable
## 20416             1000                Not applicable
## 20418              346 Preapproval was not requested
## 20428              500                Not applicable
## 20433              720                Not applicable
## 20439             1460                Not applicable
## 20449              792                Not applicable
## 20459              832                Not applicable
## 20469              120 Preapproval was not requested
## 20488              350                Not applicable
## 20501             2007                Not applicable
## 20511             2100                Not applicable
## 20516              394                Not applicable
## 20517             3447                Not applicable
## 20519             2320                Not applicable
## 20521             1100                Not applicable
## 20523              638                Not applicable
## 20524             6500                Not applicable
## 20545             1463                Not applicable
## 20560             1570                Not applicable
## 20561             1800                Not applicable
## 20579             1244 Preapproval was not requested
## 20592              410                Not applicable
## 20596             2380 Preapproval was not requested
## 20605              508                Not applicable
## 20621             1869                Not applicable
## 20631              464                Not applicable
## 20644              998                Not applicable
## 20653              600                Not applicable
## 20685             1200 Preapproval was not requested
## 20686             2246                Not applicable
## 20701             1300 Preapproval was not requested
## 20703              286                Not applicable
## 20716             1313 Preapproval was not requested
## 20723             1526                Not applicable
## 20728             1496 Preapproval was not requested
## 20740              200                Not applicable
## 20745             4350                Not applicable
## 20765              300 Preapproval was not requested
## 20795             1560                Not applicable
## 20812              675                Not applicable
## 20815              980                Not applicable
## 20824             3500                Not applicable
## 20836              850     Preapproval was requested
## 20841             1600                Not applicable
## 20845              726                Not applicable
## 20849              776 Preapproval was not requested
## 20853              507                Not applicable
## 20872              512                Not applicable
## 20886              238     Preapproval was requested
## 20897               32                Not applicable
## 20907             1200                Not applicable
## 20917              400                Not applicable
## 20920              461                Not applicable
## 20926              320 Preapproval was not requested
## 20944             1000                Not applicable
## 20962              851                Not applicable
## 20968             1000                Not applicable
## 20980              292                Not applicable
## 20992              925                Not applicable
## 21003              998                Not applicable
## 21013             1988                Not applicable
## 21027             1700     Preapproval was requested
## 21028             5438                Not applicable
## 21046              525                Not applicable
## 21049             8950                Not applicable
## 21056              300                Not applicable
## 21095              630                Not applicable
## 21103             2288 Preapproval was not requested
## 21106              600                Not applicable
## 21115             1414 Preapproval was not requested
## 21117              310                Not applicable
## 21127              100                Not applicable
## 21141              880                Not applicable
## 21148             2208                Not applicable
## 21153             3500                Not applicable
## 21155             1220                Not applicable
## 21166              738                Not applicable
## 21172             1299                Not applicable
## 21173              961                Not applicable
## 21178             1676                Not applicable
## 21185              656 Preapproval was not requested
## 21202             2156                Not applicable
## 21208              343                Not applicable
## 21217             1085                Not applicable
## 21219              636                Not applicable
## 21220             2216                Not applicable
## 21229              900                Not applicable
## 21231              700                Not applicable
## 21255             3000                Not applicable
## 21256              238                Not applicable
## 21261             1687                Not applicable
## 21269              245                Not applicable
## 21271              320                Not applicable
## 21277             1650                Not applicable
## 21280             1050                Not applicable
## 21292             4713                Not applicable
## 21295              530                Not applicable
## 21305              700                Not applicable
## 21319               20                Not applicable
## 21327             2200                Not applicable
## 21328             7910 Preapproval was not requested
## 21346             1600                Not applicable
## 21364             1631                Not applicable
## 21377              840                Not applicable
## 21391             1425 Preapproval was not requested
## 21415             2100                Not applicable
## 21429             1020 Preapproval was not requested
## 21439             1555 Preapproval was not requested
## 21445             4613     Preapproval was requested
## 21457              335                Not applicable
## 21487             2212                Not applicable
## 21505             2600                Not applicable
## 21511             1740                Not applicable
## 21522              154                Not applicable
## 21532             1000 Preapproval was not requested
## 21533              160                Not applicable
## 21538             1558                Not applicable
## 21545             2000                Not applicable
## 21557             2780                Not applicable
## 21563             1100                Not applicable
## 21571             1840                Not applicable
## 21574              595                Not applicable
## 21575              922                Not applicable
## 21587             1812                Not applicable
## 21589             1454 Preapproval was not requested
## 21592              500                Not applicable
## 21597              395                Not applicable
## 21607             2700 Preapproval was not requested
## 21609              340 Preapproval was not requested
## 21622              790                Not applicable
## 21635             1675                Not applicable
## 21638                3                Not applicable
## 21643             1350                Not applicable
## 21664             1300 Preapproval was not requested
## 21679             2800                Not applicable
## 21712             1040                Not applicable
## 21713             3280                Not applicable
## 21718              490                Not applicable
## 21721             2765                Not applicable
## 21723              179                Not applicable
## 21725              216                Not applicable
## 21727              641                Not applicable
## 21733             1118 Preapproval was not requested
## 21736             1631                Not applicable
## 21739              986     Preapproval was requested
## 21743             1300                Not applicable
## 21745             1400                Not applicable
## 21751             2325                Not applicable
## 21760             1950                Not applicable
## 21778             1336                Not applicable
## 21787              760                Not applicable
## 21797             2500 Preapproval was not requested
## 21808              790                Not applicable
## 21822               75                Not applicable
## 21839             1995                Not applicable
## 21856              581                Not applicable
## 21871             4039                Not applicable
## 21877             2471                Not applicable
## 21881              975                Not applicable
## 21886              530                Not applicable
## 21903              746     Preapproval was requested
## 21905              466                Not applicable
## 21909              970                Not applicable
## 21921              636 Preapproval was not requested
## 21931             1916                Not applicable
## 21940              796                Not applicable
## 21969              350                Not applicable
## 21975             1583 Preapproval was not requested
## 21995              256                Not applicable
## 21996              148                Not applicable
## 22054              460                Not applicable
## 22066             1250                Not applicable
## 22095             2996 Preapproval was not requested
## 22102             2170 Preapproval was not requested
## 22105              992                Not applicable
## 22108              585 Preapproval was not requested
## 22153              713                Not applicable
## 22204             1000                Not applicable
## 22215              525 Preapproval was not requested
## 22265             2175 Preapproval was not requested
## 22271             1780 Preapproval was not requested
## 22291             2070                Not applicable
## 22294              780                Not applicable
## 22303                2                Not applicable
## 22307              495                Not applicable
## 22329             1600                Not applicable
## 22333              960 Preapproval was not requested
## 22336             1760                Not applicable
## 22339              177                Not applicable
## 22343             1072                Not applicable
## 22347             2300 Preapproval was not requested
## 22348             1425 Preapproval was not requested
## 22355             1294 Preapproval was not requested
## 22361              491                Not applicable
## 22373              530 Preapproval was not requested
## 22395             1500                Not applicable
## 22400              134                Not applicable
## 22411               50                Not applicable
## 22413             1158                Not applicable
## 22414             1540                Not applicable
## 22427              870                Not applicable
## 22433             4000                Not applicable
## 22435              744 Preapproval was not requested
## 22453              276                Not applicable
## 22455              392                Not applicable
## 22463             1800 Preapproval was not requested
## 22468              243                Not applicable
## 22475             1798                Not applicable
## 22492             1500                Not applicable
## 22497              533                Not applicable
## 22503              275                Not applicable
## 22515             1300                Not applicable
## 22517             1090 Preapproval was not requested
## 22522             2000                Not applicable
## 22526              195                Not applicable
## 22528             2610 Preapproval was not requested
## 22535              150                Not applicable
## 22537              628                Not applicable
## 22547              938                Not applicable
## 22551              100                Not applicable
## 22552              360                Not applicable
## 22558              464                Not applicable
## 22567             1995                Not applicable
## 22576             1196                Not applicable
## 22579             1750                Not applicable
## 22583             1100                Not applicable
## 22589              993                Not applicable
## 22591             1257                Not applicable
## 22595             1621                Not applicable
## 22606             1650 Preapproval was not requested
## 22612              975                Not applicable
## 22615              450                Not applicable
## 22619             1560                Not applicable
## 22624              450                Not applicable
## 22636             1720                Not applicable
## 22637             1316                Not applicable
## 22643             1560                Not applicable
## 22648             3049                Not applicable
## 22651             1416                Not applicable
## 22665              885                Not applicable
## 22666            22880 Preapproval was not requested
## 22677             2950                Not applicable
## 22679               50                Not applicable
## 22681             1260                Not applicable
## 22684              100 Preapproval was not requested
## 22685             1658                Not applicable
## 22695              166 Preapproval was not requested
## 22696              275                Not applicable
## 22697             2000                Not applicable
## 22709             1240     Preapproval was requested
## 22711             2795                Not applicable
## 22715              994                Not applicable
## 22717             1280                Not applicable
## 22723              840                Not applicable
## 22735             1320                Not applicable
## 22738             1159 Preapproval was not requested
## 22741             1731                Not applicable
## 22744              100                Not applicable
## 22745             1400                Not applicable
## 22756             1100                Not applicable
## 22762              300                Not applicable
## 22763              214                Not applicable
## 22767             2390                Not applicable
## 22786             1000                Not applicable
## 22792             1230                Not applicable
## 22803             1240 Preapproval was not requested
## 22805             1296                Not applicable
## 22810             3100                Not applicable
## 22815              475                Not applicable
## 22823             1936                Not applicable
## 22834             3000                Not applicable
## 22846             1203                Not applicable
## 22852              848                Not applicable
## 22855              615                Not applicable
## 22866              288                Not applicable
## 22903              630                Not applicable
## 22911              300                Not applicable
## 22963              500                Not applicable
## 22981              698                Not applicable
## 22996              425                Not applicable
## 23019             1000                Not applicable
## 23020              810                Not applicable
## 23029             5000 Preapproval was not requested
## 23038             1000 Preapproval was not requested
## 23039              252 Preapproval was not requested
## 23053             1250     Preapproval was requested
## 23066              410                Not applicable
## 23071              389                Not applicable
## 23078              414                Not applicable
## 23079             1472                Not applicable
## 23089             1500                Not applicable
## 23095              475 Preapproval was not requested
## 23104             2590                Not applicable
## 23107             3806 Preapproval was not requested
## 23113             1560                Not applicable
## 23125              410 Preapproval was not requested
## 23143              980                Not applicable
## 23149              417                Not applicable
## 23151              772                Not applicable
## 23155              591                Not applicable
## 23157             1266                Not applicable
## 23158              250                Not applicable
## 23167             1520                Not applicable
## 23173             1200 Preapproval was not requested
## 23182              269 Preapproval was not requested
## 23224              277                Not applicable
## 23230             1196                Not applicable
## 23245             4240 Preapproval was not requested
## 23254             1024                Not applicable
## 23257              796                Not applicable
## 23265             9450                Not applicable
## 23299             1500                Not applicable
## 23302             1021                Not applicable
## 23321             3440 Preapproval was not requested
## 23325             1520                Not applicable
## 23329              626                Not applicable
## 23337              114 Preapproval was not requested
## 23356              300     Preapproval was requested
## 23369              625                Not applicable
## 23387             1688                Not applicable
## 23407              250                Not applicable
## 23416              956                Not applicable
## 23423              787                Not applicable
## 23432              417                Not applicable
## 23435              325                Not applicable
## 23446             1680                Not applicable
## 23449             2250                Not applicable
## 23452             1280 Preapproval was not requested
## 23475             2060                Not applicable
## 23479             3000                Not applicable
## 23480              805                Not applicable
## 23481             1100 Preapproval was not requested
## 23485              950                Not applicable
## 23507             2192 Preapproval was not requested
## 23522              365 Preapproval was not requested
## 23539             2640                Not applicable
## 23545             1320                Not applicable
## 23547             2599                Not applicable
## 23563             2500                Not applicable
## 23566              605                Not applicable
## 23573             1257                Not applicable
## 23576              431                Not applicable
## 23584              775                Not applicable
## 23593              356 Preapproval was not requested
## 23596              693                Not applicable
## 23599             1250                Not applicable
## 23606              420 Preapproval was not requested
## 23607              168                Not applicable
## 23608              439                Not applicable
## 23619              185                Not applicable
## 23629             4000                Not applicable
## 23631              743     Preapproval was requested
## 23648              355                Not applicable
## 23656              273                Not applicable
## 23659              420                Not applicable
## 23665             1540                Not applicable
## 23671             1500                Not applicable
## 23677             3000 Preapproval was not requested
## 23683             1400 Preapproval was not requested
## 23689             2120                Not applicable
## 23707             4000                Not applicable
## 23714              280                Not applicable
## 23741             1069 Preapproval was not requested
## 23755              950                Not applicable
## 23757             1500                Not applicable
## 23783              400                Not applicable
## 23788              600                Not applicable
## 23800             1024                Not applicable
## 23803              560                Not applicable
## 23807             1352 Preapproval was not requested
## 23821             1826                Not applicable
## 23824             7513                Not applicable
## 23836              430                Not applicable
## 23848              650                Not applicable
## 23853             1820                Not applicable
## 23871             1300                Not applicable
## 23883              895                Not applicable
## 23890              591                Not applicable
## 23909              394                Not applicable
## 23914              475                Not applicable
## 23918              125                Not applicable
## 23919              233                Not applicable
## 23926              500                Not applicable
## 23930              624 Preapproval was not requested
## 23931              960                Not applicable
## 23943             2975                Not applicable
## 23947              635                Not applicable
## 23950              748     Preapproval was requested
## 23963             4350 Preapproval was not requested
## 23969              469                Not applicable
## 23974             1956                Not applicable
## 23979              436 Preapproval was not requested
## 23984              500                Not applicable
## 23987             1620                Not applicable
## 24004              570                Not applicable
## 24014             1100     Preapproval was requested
## 24023              925     Preapproval was requested
## 24029             2500                Not applicable
## 24031             8775 Preapproval was not requested
## 24033             1090                Not applicable
## 24040             1228 Preapproval was not requested
## 24046              210                Not applicable
## 24050              461 Preapproval was not requested
## 24051             1064 Preapproval was not requested
## 24081              999                Not applicable
## 24087             5000                Not applicable
## 24098              624                Not applicable
## 24105               15                Not applicable
## 24107              150                Not applicable
## 24122              790     Preapproval was requested
## 24128              950 Preapproval was not requested
## 24140              790 Preapproval was not requested
## 24145               79                Not applicable
## 24147             1750                Not applicable
## 24164              328                Not applicable
## 24165              550                Not applicable
## 24172             2000                Not applicable
## 24182              850                Not applicable
## 24185              254                Not applicable
## 24210              356 Preapproval was not requested
## 24213             2346                Not applicable
## 24217               28                Not applicable
## 24223              960                Not applicable
## 24225             4124                Not applicable
## 24232             2830                Not applicable
## 24233             2250 Preapproval was not requested
## 24236             2120                Not applicable
## 24245              263                Not applicable
## 24248             1300                Not applicable
## 24254               20                Not applicable
## 24272             2744                Not applicable
## 24280             1120                Not applicable
## 24284             1928     Preapproval was requested
## 24290             1190 Preapproval was not requested
## 24292             3461 Preapproval was not requested
## 24310             1170                Not applicable
## 24311             1860                Not applicable
## 24313              354                Not applicable
## 24314              490                Not applicable
## 24325              177                Not applicable
## 24334              999     Preapproval was requested
## 24341             1100                Not applicable
## 24350              800                Not applicable
## 24352             2560                Not applicable
## 24359             2135                Not applicable
## 24365              417                Not applicable
## 24371             3000                Not applicable
## 24377               34                Not applicable
## 24389             2500                Not applicable
## 24395             1500                Not applicable
## 24410              427                Not applicable
## 24423             1000                Not applicable
## 24425             2210                Not applicable
## 24449             2680                Not applicable
## 24454              975                Not applicable
## 24464              350                Not applicable
## 24466             3500                Not applicable
## 24472              630                Not applicable
## 24473             1318                Not applicable
## 24488               60                Not applicable
## 24490              605                Not applicable
## 24506             1850                Not applicable
## 24524             1239                Not applicable
## 24549             1125                Not applicable
## 24554             1690                Not applicable
## 24566             2275                Not applicable
## 24572               65                Not applicable
## 24578             2100                Not applicable
## 24584             2200                Not applicable
## 24590             1108 Preapproval was not requested
## 24596             2137                Not applicable
## 24602              850                Not applicable
## 24608             1028 Preapproval was not requested
## 24610              500                Not applicable
## 24614               84                Not applicable
## 24658             3570 Preapproval was not requested
## 24670             2288 Preapproval was not requested
## 24675              323                Not applicable
## 24682              424                Not applicable
## 24700             2846     Preapproval was requested
## 24722             1000                Not applicable
## 24723              272                Not applicable
## 24724            13000 Preapproval was not requested
## 24740              600                Not applicable
## 24748              710                Not applicable
## 24785               15 Preapproval was not requested
## 24788              290                Not applicable
## 24795             1535                Not applicable
## 24796             1100 Preapproval was not requested
## 24813             3500                Not applicable
## 24835              750                Not applicable
## 24837             1140 Preapproval was not requested
## 24843              563                Not applicable
## 24854               44                Not applicable
## 24860              424                Not applicable
## 24865              872                Not applicable
## 24886             3200                Not applicable
## 24892             4500                Not applicable
## 24927             1340                Not applicable
## 24928             1525                Not applicable
## 24940             2350                Not applicable
## 24946              250                Not applicable
## 24950              668 Preapproval was not requested
## 24951             1500                Not applicable
## 24956             1000                Not applicable
## 24965               90                Not applicable
## 24975             1100                Not applicable
## 24976              465                Not applicable
## 24982             1386                Not applicable
## 24999              585                Not applicable
## 25011             1350                Not applicable
## 25017              713                Not applicable
## 25027              586     Preapproval was requested
## 25046              798 Preapproval was not requested
## 25089             2000                Not applicable
## 25102             1033                Not applicable
## 25149             2692                Not applicable
## 25172              540                Not applicable
## 25173             3000                Not applicable
## 25185             1706                Not applicable
## 25196              400                Not applicable
## 25210             1500                Not applicable
## 25222              640                Not applicable
## 25240              334                Not applicable
## 25294             2856                Not applicable
## 25304              220                Not applicable
## 25305              480                Not applicable
## 25318             1500                Not applicable
## 25336              462                Not applicable
## 25365             3290 Preapproval was not requested
## 25400              624                Not applicable
## 25406              585                Not applicable
## 25426              912                Not applicable
## 25431             4615                Not applicable
## 25450              640                Not applicable
## 25461              522                Not applicable
## 25491              975                Not applicable
## 25503             3000                Not applicable
## 25504              423                Not applicable
## 25534             1125                Not applicable
## 25540             1396                Not applicable
## 25577              109                Not applicable
## 25588             1136                Not applicable
## 25612             1250                Not applicable
## 25654              652                Not applicable
## 25660              260                Not applicable
## 25675             1000                Not applicable
## 25681             1500                Not applicable
## 25696             1762                Not applicable
## 25702             1127                Not applicable
## 25705             1286                Not applicable
## 25756             3500                Not applicable
## 25771             1120 Preapproval was not requested
## 25774             1500                Not applicable
## 25796               29                Not applicable
## 25803              900                Not applicable
## 25810             1490                Not applicable
## 25885              350                Not applicable
## 25894              825                Not applicable
## 25906              700 Preapproval was not requested
## 25912              417                Not applicable
## 25931              540                Not applicable
## 25937              532                Not applicable
## 25939               20                Not applicable
## 25945              353                Not applicable
## 25948             1458 Preapproval was not requested
## 25957             1000                Not applicable
## 25971              520                Not applicable
## 26038              436                Not applicable
## 26067             2800                Not applicable
## 26068              628                Not applicable
## 26077              360                Not applicable
## 26080              599                Not applicable
## 26126              680 Preapproval was not requested
## 26131              589                Not applicable
## 26143              316                Not applicable
## 26155              219                Not applicable
## 26184              148                Not applicable
## 26188              209                Not applicable
## 26194              975 Preapproval was not requested
## 26296              773                Not applicable
## 26314             1235 Preapproval was not requested
## 26321              450                Not applicable
## 26327              491                Not applicable
## 26365             1112 Preapproval was not requested
## 26371              643                Not applicable
## 26385             1388                Not applicable
## 26393              399                Not applicable
## 26398              270 Preapproval was not requested
## 26401             1150                Not applicable
## 26431              424                Not applicable
## 26432              248                Not applicable
## 26443              660                Not applicable
## 26455              704                Not applicable
## 26457              406                Not applicable
## 26464              425                Not applicable
## 26485              495 Preapproval was not requested
## 26488              195                Not applicable
## 26506             1164                Not applicable
## 26521              639                Not applicable
## 26527              263 Preapproval was not requested
## 26530             2250     Preapproval was requested
## 26542             2243                Not applicable
## 26557              858                Not applicable
## 26563              501                Not applicable
## 26572              626                Not applicable
## 26575              502                Not applicable
## 26596              990                Not applicable
## 26601             1040 Preapproval was not requested
## 26608              877                Not applicable
## 26609               50                Not applicable
## 26620             1085                Not applicable
## 26625              488                Not applicable
## 26650             3000                Not applicable
## 26651              154                Not applicable
## 26683               41                Not applicable
## 26708                4                Not applicable
## 26725             1900 Preapproval was not requested
## 26737              525                Not applicable
## 26770             1435                Not applicable
## 26776              375                Not applicable
## 26782             1600                Not applicable
## 26794              225                Not applicable
## 26799             1276                Not applicable
## 26800              675 Preapproval was not requested
## 26851             1333                Not applicable
## 26869              518 Preapproval was not requested
## 26902             1295                Not applicable
## 26950              824                Not applicable
## 26956              329                Not applicable
## 26983              581                Not applicable
## 27000              332                Not applicable
## 27055              489                Not applicable
## 27075              807                Not applicable
## 27077             1360                Not applicable
## 27082             2800                Not applicable
## 27092              296                Not applicable
## 27111              316                Not applicable
## 27136             1264                Not applicable
## 27163              863                Not applicable
## 27184              800                Not applicable
## 27190              805 Preapproval was not requested
## 27191             1280                Not applicable
## 27196             1120 Preapproval was not requested
## 27214              900                Not applicable
## 27217              535                Not applicable
## 27227              940                Not applicable
## 27245              618                Not applicable
## 27249              323                Not applicable
## 27265             1300 Preapproval was not requested
## 27293              630                Not applicable
## 27301              860 Preapproval was not requested
## 27304              454                Not applicable
## 27309              200 Preapproval was not requested
## 27316             1680                Not applicable
## 27322               21                Not applicable
## 27328             1863 Preapproval was not requested
## 27334              770                Not applicable
## 27338              306                Not applicable
## 27387             1300                Not applicable
## 27389              800                Not applicable
## 27439              864                Not applicable
## 27447             1260                Not applicable
## 27477              352 Preapproval was not requested
## 27505             2024                Not applicable
## 27508             1820                Not applicable
## 27511              718                Not applicable
## 27520              660                Not applicable
## 27528              788                Not applicable
## 27592             1808                Not applicable
## 27602              208                Not applicable
## 27623              810                Not applicable
## 27625               75                Not applicable
## 27637              320                Not applicable
## 27640             2000     Preapproval was requested
## 27643             1000                Not applicable
## 27652              494                Not applicable
## 27745             1000                Not applicable
## 27778              240                Not applicable
## 27794              355                Not applicable
## 27808              325                Not applicable
## 27811             1384                Not applicable
## 27814              956                Not applicable
## 27826              604                Not applicable
## 27856              338                Not applicable
## 27861             1750                Not applicable
## 27874             2000                Not applicable
## 27875              127                Not applicable
## 27880              500                Not applicable
## 27886             3731                Not applicable
## 27922              295                Not applicable
## 27934              626                Not applicable
## 27944              720 Preapproval was not requested
## 27946              257                Not applicable
## 27952             1432                Not applicable
## 27956              975                Not applicable
## 27968              600                Not applicable
## 27981              690                Not applicable
## 27991              750                Not applicable
## 27992              960                Not applicable
## 27998              636                Not applicable
## 28006              760                Not applicable
## 28012              938                Not applicable
## 28028              960 Preapproval was not requested
## 28030             2430 Preapproval was not requested
## 28034              640                Not applicable
## 28040              672     Preapproval was requested
## 28044              235 Preapproval was not requested
## 28052              519                Not applicable
## 28084             1200                Not applicable
## 28095              768                Not applicable
## 28104              376                Not applicable
## 28108              200                Not applicable
## 28129             3000                Not applicable
## 28132             5500 Preapproval was not requested
## 28136              343                Not applicable
## 28147              194                Not applicable
## 28156             1170                Not applicable
## 28185             1800 Preapproval was not requested
## 28196              150                Not applicable
## 28198              725                Not applicable
## 28201              304                Not applicable
## 28223              420                Not applicable
## 28225              629 Preapproval was not requested
## 28276                6                Not applicable
## 28315              608 Preapproval was not requested
## 28330              390                Not applicable
## 28334              505                Not applicable
## 28339             2800                Not applicable
## 28352              506                Not applicable
## 28375             2000                Not applicable
## 28384              395                Not applicable
## 28396              307                Not applicable
## 28432              855                Not applicable
## 28444              765                Not applicable
## 28454              299                Not applicable
## 28462              295 Preapproval was not requested
## 28486              500                Not applicable
## 28487              750                Not applicable
## 28504             1650                Not applicable
## 28517             1240                Not applicable
## 28522              840                Not applicable
## 28523              424                Not applicable
## 28529              750                Not applicable
## 28544              417                Not applicable
## 28547             1240                Not applicable
## 28552              770                Not applicable
## 28553              750                Not applicable
## 28556             1470                Not applicable
## 28558             2000                Not applicable
## 28574             1394                Not applicable
## 28582              713                Not applicable
## 28587              970                Not applicable
## 28588             3400                Not applicable
## 28591              110                Not applicable
## 28601              636                Not applicable
## 28604              400 Preapproval was not requested
## 28610             1780                Not applicable
## 28622              770                Not applicable
## 28627              425     Preapproval was requested
## 28657             1950                Not applicable
## 28658              800                Not applicable
## 28677              930                Not applicable
## 28705              926     Preapproval was requested
## 28709              500                Not applicable
## 28712               79                Not applicable
## 28730             1100                Not applicable
## 28737              780                Not applicable
## 28748               60                Not applicable
## 28822              626 Preapproval was not requested
## 28833              100                Not applicable
## 28838              637     Preapproval was requested
## 28843             3000                Not applicable
## 28868               50                Not applicable
## 28885             2419                Not applicable
## 28889              630 Preapproval was not requested
## 28918             1150                Not applicable
## 28936             2000                Not applicable
## 28938              600 Preapproval was not requested
## 28954             1050                Not applicable
## 28989             1013 Preapproval was not requested
## 29013              750 Preapproval was not requested
## 29021              648                Not applicable
## 29032             1080                Not applicable
## 29050             2210                Not applicable
## 29069              800                Not applicable
## 29099              402                Not applicable
## 29109             1200                Not applicable
## 29116              825                Not applicable
## 29122              302                Not applicable
## 29127              914                Not applicable
## 29128             3000                Not applicable
## 29134               75                Not applicable
## 29143             1530                Not applicable
## 29146             1553     Preapproval was requested
## 29170             1000 Preapproval was not requested
## 29181              160                Not applicable
## 29188             1350                Not applicable
## 29200              776                Not applicable
## 29212            12870                Not applicable
## 29216              461                Not applicable
## 29242              100                Not applicable
## 29269              424                Not applicable
## 29272             3500                Not applicable
## 29277             1400                Not applicable
## 29283              323                Not applicable
## 29303              565                Not applicable
## 29311             1000 Preapproval was not requested
## 29331               70                Not applicable
## 29381              592                Not applicable
## 29415              434                Not applicable
## 29460              800                Not applicable
## 29483              650                Not applicable
## 29503              176                Not applicable
## 29514              700     Preapproval was requested
## 29515             1369                Not applicable
## 29523               25                Not applicable
## 29526             2610                Not applicable
## 29533              650                Not applicable
## 29555              993 Preapproval was not requested
## 29575             1148                Not applicable
## 29592              244     Preapproval was requested
## 29604              545                Not applicable
## 29622              464                Not applicable
## 29674              116                Not applicable
## 29678               50                Not applicable
## 29683              920                Not applicable
## 29689             1800                Not applicable
## 29700             1454                Not applicable
## 29706              807                Not applicable
## 29713              533                Not applicable
## 29715             2350 Preapproval was not requested
## 29730              736                Not applicable
## 29736              704                Not applicable
## 29745              506                Not applicable
## 29754              850                Not applicable
## 29760              679                Not applicable
## 29761             2063                Not applicable
## 29779              410                Not applicable
## 29814              468     Preapproval was requested
## 29829              555                Not applicable
## 29833             1500                Not applicable
## 29856             1300                Not applicable
## 29868             2025 Preapproval was not requested
## 29889              551                Not applicable
## 29903              530                Not applicable
## 29936               75                Not applicable
## 29937              788                Not applicable
## 29947             4614                Not applicable
## 29959             1125                Not applicable
## 29964              180                Not applicable
## 29983              200                Not applicable
## 30000             1250                Not applicable
## 30015             1320                Not applicable
## 30018             2288                Not applicable
## 30030             1575                Not applicable
## 30034              485                Not applicable
## 30045              417                Not applicable
## 30054             2475     Preapproval was requested
## 30060             2381                Not applicable
## 30085             1616                Not applicable
## 30093              765 Preapproval was not requested
## 30138              772                Not applicable
## 30144              982                Not applicable
## 30162              750                Not applicable
## 30167              196                Not applicable
## 30180             1434                Not applicable
## 30221              743                Not applicable
## 30225              700                Not applicable
## 30226               44                Not applicable
## 30235              614                Not applicable
## 30237              708                Not applicable
## 30246              499                Not applicable
## 30252              840                Not applicable
## 30253             2376                Not applicable
## 30270              520                Not applicable
## 30282             1000                Not applicable
## 30294             1340                Not applicable
## 30300             2106                Not applicable
## 30301              688                Not applicable
## 30303             1100 Preapproval was not requested
## 30318             1480                Not applicable
## 30342              908                Not applicable
## 30343             3500                Not applicable
## 30353              424                Not applicable
## 30354              626                Not applicable
## 30359              600                Not applicable
## 30381             1425                Not applicable
## 30408              434                Not applicable
## 30414             1700                Not applicable
## 30426              434                Not applicable
## 30429              520                Not applicable
## 30444              424                Not applicable
## 30453             4159                Not applicable
## 30465             1000                Not applicable
## 30476              333                Not applicable
## 30484              151                Not applicable
## 30485              308                Not applicable
## 30503              493                Not applicable
## 30511             1556 Preapproval was not requested
## 30517              636                Not applicable
## 30519              309                Not applicable
## 30533              380                Not applicable
## 30534              500                Not applicable
## 30540             1186                Not applicable
## 30558             1215 Preapproval was not requested
## 30564             2100                Not applicable
## 30576             1280                Not applicable
## 30588             2160     Preapproval was requested
## 30594             1332                Not applicable
## 30605              568                Not applicable
## 30648             1030                Not applicable
## 30654              495                Not applicable
## 30666             1260                Not applicable
## 30678              825                Not applicable
## 30684             1530                Not applicable
## 30685             1320                Not applicable
## 30715              767                Not applicable
## 30716              591                Not applicable
## 30717              550                Not applicable
## 30738             1496                Not applicable
## 30744              518                Not applicable
## 30756             1715                Not applicable
## 30762             1698                Not applicable
## 30768             1000                Not applicable
## 30774              900                Not applicable
## 30780              904                Not applicable
## 30786              488                Not applicable
## 30809              750                Not applicable
## 30835              284 Preapproval was not requested
## 30840              800 Preapproval was not requested
## 30845              524                Not applicable
## 30846             1435 Preapproval was not requested
## 30852             1089                Not applicable
## 30858             1400                Not applicable
## 30872              595                Not applicable
## 30875              188 Preapproval was not requested
## 30876             2215                Not applicable
## 30894             1430                Not applicable
## 30900              313                Not applicable
## 30923             1800                Not applicable
## 30960             2000 Preapproval was not requested
## 30967             1152                Not applicable
## 30972             1065                Not applicable
## 30978              424                Not applicable
## 30984             1219                Not applicable
## 30985             2346                Not applicable
## 30990             1300 Preapproval was not requested
## 30992              345                Not applicable
## 30996             1300                Not applicable
## 31002             3482                Not applicable
## 31005              332                Not applicable
## 31008             1950                Not applicable
## 31014              420                Not applicable
## 31017              788                Not applicable
## 31043              603                Not applicable
## 31044              514                Not applicable
## 31048              488     Preapproval was requested
## 31050              600                Not applicable
## 31056             1243                Not applicable
## 31057              288                Not applicable
## 31062             1000                Not applicable
## 31084              696                Not applicable
## 31086             1330 Preapproval was not requested
## 31092              758                Not applicable
## 31093              992                Not applicable
## 31104             1000                Not applicable
## 31117             1788 Preapproval was not requested
## 31122            13000                Not applicable
## 31128             3543                Not applicable
## 31134              733                Not applicable
## 31140             1100                Not applicable
## 31152             4260                Not applicable
## 31158             2485                Not applicable
## 31170              837                Not applicable
## 31176             2295                Not applicable
## 31188              840                Not applicable
## 31194             1100                Not applicable
## 31200             1100                Not applicable
## 31206             1509                Not applicable
## 31213             1100 Preapproval was not requested
## 31224             1750                Not applicable
## 31230              750                Not applicable
## 31248             1212                Not applicable
## 31254              515                Not applicable
## 31260              580                Not applicable
## 31271             1140                Not applicable
## 31276              135                Not applicable
## 31284              516                Not applicable
## 31296             4250                Not applicable
## 31301              540                Not applicable
## 31314             1220                Not applicable
## 31344             4800                Not applicable
## 31350             1950                Not applicable
## 31359              280                Not applicable
## 31362             1555                Not applicable
## 31368             1918     Preapproval was requested
## 31371             1800                Not applicable
## 31374             1500                Not applicable
## 31380             1233                Not applicable
## 31390              353     Preapproval was requested
## 31392             1000                Not applicable
## 31398             6500                Not applicable
## 31405             1066                Not applicable
## 31411             2500 Preapproval was not requested
## 31421              240                Not applicable
## 31422              660                Not applicable
## 31428              800                Not applicable
## 31434              925                Not applicable
## 31440              838                Not applicable
## 31443             1208                Not applicable
## 31446             1400                Not applicable
## 31458             1360                Not applicable
## 31465             1350                Not applicable
## 31476             1120     Preapproval was requested
## 31494             1230                Not applicable
## 31500              750                Not applicable
## 31503              525                Not applicable
## 31506              571 Preapproval was not requested
## 31517              735                Not applicable
## 31519             2898                Not applicable
## 31524              867                Not applicable
## 31542             1344                Not applicable
## 31554              971                Not applicable
## 31566              647                Not applicable
## 31572              910                Not applicable
## 31573             1100                Not applicable
## 31581             2495                Not applicable
## 31590              785                Not applicable
## 31608              938                Not applicable
## 31609              300 Preapproval was not requested
## 31614             1000 Preapproval was not requested
## 31620              338                Not applicable
## 31621              975                Not applicable
## 31632             1750                Not applicable
## 31638              260                Not applicable
## 31647             3000     Preapproval was requested
## 31655              193                Not applicable
## 31668              490                Not applicable
## 31669             2450     Preapproval was requested
## 31686              992                Not applicable
## 31692             1584                Not applicable
## 31705              285                Not applicable
## 31710              600                Not applicable
## 31722             3000                Not applicable
## 31728             1000                Not applicable
## 31734             1440                Not applicable
## 31749             6175                Not applicable
## 31752             4110                Not applicable
## 31758             1240                Not applicable
## 31776              440                Not applicable
## 31788              800 Preapproval was not requested
## 31800             2485                Not applicable
## 31807             1505                Not applicable
## 31824             2000                Not applicable
## 31830             1900     Preapproval was requested
## 31836              499                Not applicable
## 31843             1575                Not applicable
## 31848              813                Not applicable
## 31849              120 Preapproval was not requested
## 31866             1662     Preapproval was requested
## 31872              800                Not applicable
## 31878             6000                Not applicable
## 31884             1900                Not applicable
## 31890              875                Not applicable
## 31896             8167                Not applicable
## 31902              573                Not applicable
## 31905             1796 Preapproval was not requested
## 31908             4830                Not applicable
## 31932             1259                Not applicable
## 31936              989                Not applicable
## 31938             2138                Not applicable
## 31944             3450                Not applicable
## 31945              966                Not applicable
## 31950             1026                Not applicable
## 31956              636                Not applicable
## 31957             1800                Not applicable
## 31962              245                Not applicable
## 31968              650                Not applicable
## 31974             1228                Not applicable
## 32010              400                Not applicable
## 32015              799                Not applicable
## 32023             8645                Not applicable
## 32027              889                Not applicable
## 32046             2625                Not applicable
## 32051              960                Not applicable
## 32052             2399                Not applicable
## 32058              425                Not applicable
## 32064              307                Not applicable
## 32070             1233     Preapproval was requested
## 32082              400                Not applicable
## 32088             3796                Not applicable
## 32094              900                Not applicable
## 32096              185                Not applicable
## 32100              133                Not applicable
## 32117              424                Not applicable
## 32118              699                Not applicable
## 32125              600 Preapproval was not requested
## 32130              850                Not applicable
## 32136             1200     Preapproval was requested
## 32148             1000                Not applicable
## 32154              594                Not applicable
## 32155             1800 Preapproval was not requested
## 32160             6050                Not applicable
## 32172             2175                Not applicable
## 32178             1149 Preapproval was not requested
## 32190             3800                Not applicable
## 32196             1100                Not applicable
## 32201              350 Preapproval was not requested
## 32202             1655                Not applicable
## 32207              290                Not applicable
## 32208              392                Not applicable
## 32212              136                Not applicable
## 32226             1000                Not applicable
## 32232             1555                Not applicable
## 32238             1275                Not applicable
## 32246              210 Preapproval was not requested
## 32256             1522                Not applicable
## 32270              936                Not applicable
## 32292              585                Not applicable
## 32304              546                Not applicable
## 32306             1490                Not applicable
## 32313              720                Not applicable
## 32316              900                Not applicable
## 32318              540                Not applicable
## 32322              305                Not applicable
## 32323              525                Not applicable
## 32324             1255                Not applicable
## 32334             1203                Not applicable
## 32336              936                Not applicable
## 32354             1500     Preapproval was requested
## 32356               50                Not applicable
## 32358             1660                Not applicable
## 32360             1313                Not applicable
## 32365              574                Not applicable
## 32366              700                Not applicable
## 32372              482                Not applicable
## 32377             2850 Preapproval was not requested
## 32388             1103                Not applicable
## 32394              929                Not applicable
## 32406             4000                Not applicable
## 32418             3500 Preapproval was not requested
## 32424              850                Not applicable
## 32430             1060                Not applicable
## 32436              616                Not applicable
## 32448             1444                Not applicable
## 32454              909                Not applicable
## 32457              985                Not applicable
## 32496             1725                Not applicable
## 32514              617                Not applicable
## 32520              566                Not applicable
## 32532              510                Not applicable
## 32544              800                Not applicable
## 32553             1260                Not applicable
## 32556              890                Not applicable
## 32562             1380                Not applicable
## 32568             1199                Not applicable
## 32580             1000                Not applicable
## 32592             1480     Preapproval was requested
## 32601             3600                Not applicable
## 32604              636                Not applicable
## 32622              980                Not applicable
## 32634              500                Not applicable
## 32640             1700                Not applicable
## 32646             1200                Not applicable
## 32647             1487                Not applicable
## 32652             2000                Not applicable
## 32653              136 Preapproval was not requested
## 32659             1292                Not applicable
## 32664             1820                Not applicable
## 32676             1150                Not applicable
## 32678              631                Not applicable
## 32685              352                Not applicable
## 32694              450                Not applicable
## 32705              784                Not applicable
## 32706             1680                Not applicable
## 32708             1400                Not applicable
## 32713              400 Preapproval was not requested
## 32717              486                Not applicable
## 32736              815                Not applicable
## 32742             1905                Not applicable
## 32745              136 Preapproval was not requested
## 32748             1950 Preapproval was not requested
## 32760             2259                Not applicable
## 32764             1075                Not applicable
## 32765              778                Not applicable
## 32766             1080                Not applicable
## 32779             1600                Not applicable
## 32784              679     Preapproval was requested
## 32790             1425                Not applicable
## 32794              920 Preapproval was not requested
## 32807              380                Not applicable
## 32808             1219 Preapproval was not requested
## 32820              820                Not applicable
## 32826             1395                Not applicable
## 32831              567                Not applicable
## 32832              712                Not applicable
## 32838              790                Not applicable
## 32844              600                Not applicable
## 32850             1224 Preapproval was not requested
## 32857              290                Not applicable
## 32868              400                Not applicable
## 32871              501                Not applicable
## 32873              601                Not applicable
## 32874              655                Not applicable
## 32892             1041                Not applicable
## 32899             6474                Not applicable
## 32909              499                Not applicable
## 32911             1200                Not applicable
## 32916             1400 Preapproval was not requested
## 32928              805                Not applicable
## 32940             2500                Not applicable
## 32941              280                Not applicable
## 32958             1525                Not applicable
## 32964              581                Not applicable
## 32970              500                Not applicable
## 32976             1100 Preapproval was not requested
## 32994              800     Preapproval was requested
## 33000             1365                Not applicable
## 33018             1325                Not applicable
## 33024             1398                Not applicable
## 33027              836 Preapproval was not requested
## 33030              950                Not applicable
## 33036              840                Not applicable
## 33048              270                Not applicable
## 33052              411                Not applicable
## 33054             1120                Not applicable
## 33057              535                Not applicable
## 33060              888                Not applicable
## 33084              875                Not applicable
## 33090             8500                Not applicable
## 33096             1000     Preapproval was requested
## 33108              401                Not applicable
## 33109              200                Not applicable
## 33120             1475                Not applicable
## 33125              510                Not applicable
## 33131              280                Not applicable
## 33138              440                Not applicable
## 33144              977                Not applicable
## 33150             1127                Not applicable
## 33157             2000 Preapproval was not requested
## 33168             1625                Not applicable
## 33180              900     Preapproval was requested
## 33186             3225                Not applicable
## 33195              630                Not applicable
## 33204             1416                Not applicable
## 33216              525                Not applicable
## 33223              280                Not applicable
## 33228             1600     Preapproval was requested
## 33231              520                Not applicable
## 33246              725                Not applicable
## 33252              897                Not applicable
## 33270              870                Not applicable
## 33282             1100                Not applicable
## 33288             1104 Preapproval was not requested
## 33289              250                Not applicable
## 33294             1437     Preapproval was requested
## 33295             1208 Preapproval was not requested
## 33303              365                Not applicable
## 33306              598                Not applicable
## 33315             1175                Not applicable
## 33318             1350                Not applicable
## 33324             1130                Not applicable
## 33330             6500                Not applicable
## 33348             1024                Not applicable
## 33355             1663 Preapproval was not requested
## 33408             1112                Not applicable
## 33417               50                Not applicable
## 33426             2240                Not applicable
## 33432             1002                Not applicable
## 33444             1376                Not applicable
## 33445              338                Not applicable
## 33456              736                Not applicable
## 33457             1100                Not applicable
## 33469               80                Not applicable
## 33480             3612                Not applicable
## 33486             1400     Preapproval was requested
## 33493              338                Not applicable
## 33510             2083                Not applicable
## 33528              664                Not applicable
## 33534              740                Not applicable
## 33546             1608                Not applicable
## 33558             1900                Not applicable
## 33564             5000                Not applicable
## 33571             3200                Not applicable
## 33576             1650                Not applicable
## 33600              674 Preapproval was not requested
## 33606             1249                Not applicable
## 33618              674                Not applicable
## 33636             1725                Not applicable
## 33648              880 Preapproval was not requested
## 33663              504                Not applicable
## 33671              560                Not applicable
## 33672              668                Not applicable
## 33678              740                Not applicable
## 33685             2216     Preapproval was requested
## 33690             2800                Not applicable
## 33708              407                Not applicable
## 33714             1300                Not applicable
## 33715              406                Not applicable
## 33738              436                Not applicable
## 33751              472                Not applicable
## 33773              352 Preapproval was not requested
## 33774              760     Preapproval was requested
## 33786              490                Not applicable
## 33793             3000 Preapproval was not requested
## 33797              640 Preapproval was not requested
## 33805             1680                Not applicable
## 33816              652                Not applicable
## 33817             3000 Preapproval was not requested
## 33824              290                Not applicable
## 33882             1294                Not applicable
## 33894             2420                Not applicable
## 33912              795                Not applicable
## 33918             3000     Preapproval was requested
## 33919             4000                Not applicable
## 33920               80                Not applicable
## 33924              573                Not applicable
## 33926              366                Not applicable
## 33930             1125                Not applicable
## 33936             1257                Not applicable
## 33948              660 Preapproval was not requested
## 33954              900                Not applicable
## 33972              450                Not applicable
## 33977              440                Not applicable
## 33984              340     Preapproval was requested
## 33987              340 Preapproval was not requested
## 34020              538                Not applicable
## 34023              413                Not applicable
## 34038              800                Not applicable
## 34050              600 Preapproval was not requested
## 34056              950                Not applicable
## 34062              650                Not applicable
## 34068             3900                Not applicable
## 34074              995                Not applicable
## 34079              280                Not applicable
## 34080             2360                Not applicable
## 34083              376                Not applicable
## 34086              736                Not applicable
## 34092             2689                Not applicable
## 34098              450                Not applicable
## 34101             2000 Preapproval was not requested
## 34105             1380                Not applicable
## 34110             2138                Not applicable
## 34116             1360                Not applicable
## 34122              854                Not applicable
## 34131             1431                Not applicable
## 34134             1100                Not applicable
## 34147              372                Not applicable
## 34158             1000                Not applicable
## 34164              860                Not applicable
## 34174              698                Not applicable
## 34176             1313                Not applicable
## 34206              950 Preapproval was not requested
## 34208              475                Not applicable
## 34212             1230 Preapproval was not requested
## 34215              813                Not applicable
## 34218              469                Not applicable
## 34220               40                Not applicable
## 34222              198                Not applicable
## 34224             1331                Not applicable
## 34225              980                Not applicable
## 34260             1000                Not applicable
## 34266              880                Not applicable
## 34271              891                Not applicable
## 34272              513                Not applicable
## 34278             1208                Not applicable
## 34289             1258                Not applicable
## 34290             3400                Not applicable
## 34292              500                Not applicable
## 34296             3803                Not applicable
## 34308             1345                Not applicable
## 34326             1500                Not applicable
## 34327               50                Not applicable
## 34338             1819                Not applicable
## 34350             1000                Not applicable
## 34360              247                Not applicable
## 34368              699                Not applicable
## 34369              380                Not applicable
## 34392              631                Not applicable
## 34423              408     Preapproval was requested
## 34428             1000                Not applicable
## 34440             1196 Preapproval was not requested
## 34445              417                Not applicable
## 34452              656                Not applicable
## 34458              560                Not applicable
## 34470              750                Not applicable
## 34477             1360                Not applicable
## 34484              440                Not applicable
## 34492              518                Not applicable
## 34494             1000                Not applicable
## 34497             1500                Not applicable
## 34500             4763                Not applicable
## 34502             1645                Not applicable
## 34514             1540                Not applicable
## 34518             1080                Not applicable
## 34522              300 Preapproval was not requested
## 34528              337                Not applicable
## 34530              994                Not applicable
## 34536              896                Not applicable
## 34547              300                Not applicable
## 34548              896                Not applicable
## 34550              424                Not applicable
## 34554              824                Not applicable
## 34566              870                Not applicable
## 34568              870 Preapproval was not requested
## 34571             1398                Not applicable
## 34572             1172                Not applicable
## 34600             1200                Not applicable
## 34611            10000                Not applicable
## 34616              179                Not applicable
## 34628              565 Preapproval was not requested
## 34634             1475                Not applicable
## 34638              700                Not applicable
## 34640             1200                Not applicable
## 34651              490                Not applicable
## 34652              812                Not applicable
## 34656             5192                Not applicable
## 34677             1800                Not applicable
## 34680              499                Not applicable
## 34687             2000                Not applicable
## 34695             1788                Not applicable
## 34700             1068                Not applicable
## 34701             1838 Preapproval was not requested
## 34712             2430 Preapproval was not requested
## 34715              255                Not applicable
## 34722              400                Not applicable
## 34724              694 Preapproval was not requested
## 34726              395                Not applicable
## 34730             1820                Not applicable
## 34736              200                Not applicable
## 34738              407                Not applicable
## 34742             1836                Not applicable
## 34748              636                Not applicable
## 34758              325                Not applicable
## 34770              800                Not applicable
## 34772             2050                Not applicable
## 34788              900                Not applicable
## 34790             1700                Not applicable
## 34808             1024                Not applicable
## 34812             3000                Not applicable
## 34817              290                Not applicable
## 34818             1000                Not applicable
## 34820              965                Not applicable
## 34830             1433                Not applicable
## 34831             2275                Not applicable
## 34838             1084 Preapproval was not requested
## 34840              283                Not applicable
## 34844             1194                Not applicable
## 34848             1495                Not applicable
## 34850             2000                Not applicable
## 34854             2797                Not applicable
## 34862             2000                Not applicable
## 34865              600                Not applicable
## 34868             2420                Not applicable
## 34874             1800                Not applicable
## 34878              928                Not applicable
## 34880              765                Not applicable
## 34884             1100                Not applicable
## 34886             2415                Not applicable
## 34896             1650                Not applicable
## 34901             1890                Not applicable
## 34904              635                Not applicable
## 34908              500                Not applicable
## 34915              632 Preapproval was not requested
## 34920             1650                Not applicable
## 34926             3500                Not applicable
## 34928              688                Not applicable
## 34931              589                Not applicable
## 34932             1470                Not applicable
## 34938              541                Not applicable
## 34939             1016                Not applicable
## 34944              600                Not applicable
## 34950             4500                Not applicable
## 34955              650                Not applicable
## 34962             2275     Preapproval was requested
## 34968             1092                Not applicable
## 34974             2120                Not applicable
## 34986             1475                Not applicable
## 34992             2920     Preapproval was requested
## 34997               91                Not applicable
## 34999              675                Not applicable
## 35000              800                Not applicable
## 35004             2065                Not applicable
## 35010             1388                Not applicable
## 35012              760 Preapproval was not requested
## 35013              190                Not applicable
## 35016              720                Not applicable
## 35017             1740                Not applicable
## 35028             1325                Not applicable
## 35029              200                Not applicable
## 35032              240 Preapproval was not requested
## 35034             2600                Not applicable
## 35036              576                Not applicable
## 35041             1200                Not applicable
## 35046             1480                Not applicable
## 35052             2840                Not applicable
## 35054              651 Preapproval was not requested
## 35058              949                Not applicable
## 35060              700                Not applicable
## 35064             1860                Not applicable
## 35072              100                Not applicable
## 35076             1363                Not applicable
## 35085             1964                Not applicable
## 35094             1000                Not applicable
## 35100             1500                Not applicable
## 35101              624 Preapproval was not requested
## 35106              926                Not applicable
## 35108              610                Not applicable
## 35116              256                Not applicable
## 35118             1379                Not applicable
## 35124             2000                Not applicable
## 35126             1540                Not applicable
## 35127             2120                Not applicable
## 35144              963                Not applicable
## 35148             1356                Not applicable
## 35154             1202                Not applicable
## 35156              450                Not applicable
## 35168             1200                Not applicable
## 35174              608                Not applicable
## 35184             3040                Not applicable
## 35185             2080 Preapproval was not requested
## 35208              519                Not applicable
## 35215               45                Not applicable
## 35238              390                Not applicable
## 35240              259                Not applicable
## 35242              243                Not applicable
## 35244             1960                Not applicable
## 35250             1280                Not applicable
## 35251             1330                Not applicable
## 35292             2260 Preapproval was not requested
## 35294              950                Not applicable
## 35298              479                Not applicable
## 35317              250                Not applicable
## 35322              960                Not applicable
## 35328             3000                Not applicable
## 35330              700                Not applicable
## 35335              895                Not applicable
## 35346             3200                Not applicable
## 35348             1895                Not applicable
## 35352              673                Not applicable
## 35358             1470 Preapproval was not requested
## 35370             3640                Not applicable
## 35372              338                Not applicable
## 35376             1632                Not applicable
## 35382             1514                Not applicable
## 35388             2397                Not applicable
## 35394             1550                Not applicable
## 35400             1740                Not applicable
## 35402              810                Not applicable
## 35406             1231                Not applicable
## 35408             1200                Not applicable
## 35412             2278                Not applicable
## 35430             3000                Not applicable
## 35431              560     Preapproval was requested
## 35448             1169                Not applicable
## 35450              725                Not applicable
## 35454             1372 Preapproval was not requested
## 35455             1224                Not applicable
## 35460             3870     Preapproval was requested
## 35466             3780                Not applicable
## 35472             3000                Not applicable
## 35478             2500                Not applicable
## 35484             1500                Not applicable
## 35485              155 Preapproval was not requested
## 35490             1986                Not applicable
## 35496             1700                Not applicable
## 35498             1700                Not applicable
## 35502             5785                Not applicable
## 35514             5000                Not applicable
## 35516             1350                Not applicable
## 35520             3803                Not applicable
## 35521             3000                Not applicable
## 35522             2213                Not applicable
## 35525               36                Not applicable
## 35528             2414                Not applicable
## 35532              749 Preapproval was not requested
## 35538             1100 Preapproval was not requested
## 35544             7000                Not applicable
## 35586              350                Not applicable
## 35598              840                Not applicable
## 35601              550 Preapproval was not requested
## 35616             2611 Preapproval was not requested
## 35619              230                Not applicable
## 35622             1792                Not applicable
## 35634             2625                Not applicable
## 35640             1085                Not applicable
## 35646             1650                Not applicable
## 35652             6000                Not applicable
## 35653              329                Not applicable
## 35664             1600                Not applicable
## 35676             1444                Not applicable
## 35678              109                Not applicable
## 35686              448                Not applicable
## 35688              445                Not applicable
## 35703             1720                Not applicable
## 35724             1372                Not applicable
## 35730              916                Not applicable
## 35737             3218                Not applicable
## 35742             2700                Not applicable
## 35748             2800                Not applicable
## 35760              501                Not applicable
## 35784             2480                Not applicable
## 35789              400                Not applicable
## 35790             2200                Not applicable
## 35802             8076                Not applicable
## 35814             1900                Not applicable
## 35820              686     Preapproval was requested
## 35910              826                Not applicable
## 35921              535     Preapproval was requested
## 35922             1463                Not applicable
## 35925             1236 Preapproval was not requested
## 35937              650                Not applicable
## 35946             1000                Not applicable
## 35970              766     Preapproval was requested
## 35979              752                Not applicable
## 36006              463                Not applicable
## 36013              799                Not applicable
## 36015              400                Not applicable
## 36043             1400                Not applicable
## 36073              948                Not applicable
## 36087              425                Not applicable
## 36141              301                Not applicable
## 36174              865                Not applicable
## 36189             2842                Not applicable
## 36192              424                Not applicable
## 36226              430                Not applicable
## 36261              495 Preapproval was not requested
## 36265              575                Not applicable
## 36283              587                Not applicable
## 36304              420 Preapproval was not requested
## 36315              740                Not applicable
## 36363              440                Not applicable
## 36400              423 Preapproval was not requested
## 36419              300 Preapproval was not requested
## 36432              406                Not applicable
## 36475             2000 Preapproval was not requested
## 36492              428                Not applicable
## 36525              920                Not applicable
## 36569              603                Not applicable
## 36596              100                Not applicable
## 36600              485                Not applicable
## 36630              783                Not applicable
## 36637             1260                Not applicable
## 36641             1648                Not applicable
## 36748              490                Not applicable
## 36789              425                Not applicable
## 36799             1240 Preapproval was not requested
## 36843              950                Not applicable
## 36849             1125                Not applicable
## 36866              189                Not applicable
## 36883              400                Not applicable
## 36901             2000                Not applicable
## 36924              822 Preapproval was not requested
## 36995              328                Not applicable
## 37077             1000                Not applicable
## 37113             1200                Not applicable
## 37167              438 Preapproval was not requested
## 37171              800                Not applicable
## 37201              590                Not applicable
## 37207             1225                Not applicable
## 37262              293 Preapproval was not requested
## 37323              467                Not applicable
## 37387              840                Not applicable
## 37393              918                Not applicable
## 37402              752                Not applicable
## 37419             3754 Preapproval was not requested
## 37435               10                Not applicable
## 37442              155                Not applicable
## 37448              350                Not applicable
## 37484              875                Not applicable
## 37579             1339                Not applicable
## 37584              304                Not applicable
## 37591             2640 Preapproval was not requested
## 37644              456                Not applicable
## 37681              960                Not applicable
## 37692              523 Preapproval was not requested
## 37701             2929                Not applicable
## 37761              330                Not applicable
## 37783             1215                Not applicable
## 37784              632                Not applicable
## 37813             8715                Not applicable
## 37821             2363                Not applicable
## 37832              356                Not applicable
## 37862              481                Not applicable
## 37868               85                Not applicable
## 37888             1520     Preapproval was requested
## 37896              324                Not applicable
## 37968              424                Not applicable
## 37970              320                Not applicable
## 38000              424                Not applicable
## 38014              250                Not applicable
## 38036              304                Not applicable
## 38042              126                Not applicable
## 38077              519                Not applicable
## 38126              129 Preapproval was not requested
## 38145              284                Not applicable
## 38149              417 Preapproval was not requested
## 38164               62                Not applicable
## 38166              375                Not applicable
## 38200               45                Not applicable
## 38241              760     Preapproval was requested
## 38263               60                Not applicable
## 38280              716                Not applicable
## 38334              420                Not applicable
## 38346              340                Not applicable
## 38440              636                Not applicable
## 38462              494                Not applicable
## 38476              694                Not applicable
## 38481              636                Not applicable
## 38492              839                Not applicable
## 38565             1526                Not applicable
## 38599              375                Not applicable
## 38605             1666                Not applicable
## 38673            14000                Not applicable
## 38695             1950                Not applicable
## 38709             2370 Preapproval was not requested
## 38717              350 Preapproval was not requested
## 38719                5                Not applicable
## 38760              523                Not applicable
## 38777              400 Preapproval was not requested
## 38841             1519 Preapproval was not requested
## 38874              636                Not applicable
## 38921              236 Preapproval was not requested
## 38924              495                Not applicable
## 38946              636                Not applicable
## 38970              670                Not applicable
## 38976              960                Not applicable
## 38990              176                Not applicable
## 39011              880 Preapproval was not requested
## 39012              370                Not applicable
## 39030              291                Not applicable
## 39036              100 Preapproval was not requested
## 39041             1092                Not applicable
## 39066              835                Not applicable
## 39078             1144                Not applicable
## 39090              910                Not applicable
## 39096             1201                Not applicable
## 39124             1495                Not applicable
## 39150              424                Not applicable
## 39156              692 Preapproval was not requested
## 39172             1375                Not applicable
## 39186              960                Not applicable
## 39188             1200                Not applicable
## 39192             1480     Preapproval was requested
## 39201              553     Preapproval was requested
## 39204              930                Not applicable
## 39210             1000                Not applicable
## 39222             1000 Preapproval was not requested
## 39234             1048                Not applicable
## 39237              525                Not applicable
## 39246              500                Not applicable
## 39252              854                Not applicable
## 39258              730                Not applicable
## 39285              756                Not applicable
## 39288              520 Preapproval was not requested
## 39292             1500                Not applicable
## 39313               49                Not applicable
## 39348              720                Not applicable
## 39397             6300                Not applicable
## 39420              184 Preapproval was not requested
## 39423              970                Not applicable
## 39432              910                Not applicable
## 39453             1663 Preapproval was not requested
## 39486              920                Not applicable
## 39493              160                Not applicable
## 39498              824 Preapproval was not requested
## 39505              663                Not applicable
## 39523             2363                Not applicable
## 39528              700                Not applicable
## 39534              900 Preapproval was not requested
## 39541               25                Not applicable
## 39546              800                Not applicable
## 39555             3754                Not applicable
## 39558             1900                Not applicable
## 39564              794                Not applicable
## 39570             1300                Not applicable
## 39576              424     Preapproval was requested
## 39578              374                Not applicable
## 39582             1500                Not applicable
## 39585              296 Preapproval was not requested
## 39588             1076                Not applicable
## 39594             1155                Not applicable
## 39595             1440                Not applicable
## 39599              150                Not applicable
## 39606              980                Not applicable
## 39618             1080                Not applicable
## 39624             1200 Preapproval was not requested
## 39625              502 Preapproval was not requested
## 39627              302 Preapproval was not requested
## 39630             1100                Not applicable
## 39631             1938                Not applicable
## 39636             1000                Not applicable
## 39637              413 Preapproval was not requested
## 39642              626                Not applicable
## 39647               50                Not applicable
## 39648             1800 Preapproval was not requested
## 39654              750                Not applicable
## 39660             1000                Not applicable
## 39666              880                Not applicable
## 39678             1001                Not applicable
## 39686              567                Not applicable
## 39701              387                Not applicable
## 39728              525                Not applicable
## 39732              623                Not applicable
## 39758              556                Not applicable
## 39762              868                Not applicable
## 39768              647                Not applicable
## 39780              298                Not applicable
## 39798             1616 Preapproval was not requested
## 39810             1280                Not applicable
## 39816              495                Not applicable
## 39828              665                Not applicable
## 39829              572                Not applicable
## 39834              435                Not applicable
## 39851              512                Not applicable
## 39858             1112                Not applicable
## 39879              200                Not applicable
## 39889              910                Not applicable
## 39906             3000 Preapproval was not requested
## 39919              640                Not applicable
## 39940               71                Not applicable
## 39948             1000     Preapproval was requested
## 39960              700                Not applicable
## 40034              890                Not applicable
## 40068              630 Preapproval was not requested
## 40069              597 Preapproval was not requested
## 40073              319                Not applicable
## 40135             2430                Not applicable
## 40146              540                Not applicable
## 40152              417                Not applicable
## 40204              585                Not applicable
## 40218              599                Not applicable
## 40240              425                Not applicable
## 40278              665                Not applicable
## 40282              440 Preapproval was not requested
## 40302              400                Not applicable
## 40310              420                Not applicable
## 40317              324                Not applicable
## 40340              650                Not applicable
## 40345              875                Not applicable
## 40379              615                Not applicable
## 40381              378                Not applicable
## 40386              518                Not applicable
## 40393              980                Not applicable
## 40396               46                Not applicable
## 40413             1676                Not applicable
## 40429              283                Not applicable
## 40465              461                Not applicable
## 40488              275                Not applicable
## 40501             2100                Not applicable
## 40512              424     Preapproval was requested
## 40529              635                Not applicable
## 40530              781                Not applicable
## 40550              318                Not applicable
## 40567              270                Not applicable
## 40639              286 Preapproval was not requested
## 40640              414 Preapproval was not requested
## 40645             2250 Preapproval was not requested
## 40661              676                Not applicable
## 40705             1500                Not applicable
## 40707              392                Not applicable
## 40716              720 Preapproval was not requested
## 40731              835 Preapproval was not requested
## 40740              500 Preapproval was not requested
## 40741               15                Not applicable
## 40744             1202                Not applicable
## 40762             1400                Not applicable
## 40803              540                Not applicable
## 40807             5000                Not applicable
## 40817             1000                Not applicable
## 40853              125                Not applicable
## 40877              509                Not applicable
## 40897             1104 Preapproval was not requested
## 40929              338                Not applicable
## 40978              736                Not applicable
## 40983              397                Not applicable
## 40995             2555                Not applicable
## 41037             1240                Not applicable
## 41041             1825 Preapproval was not requested
## 41047              750                Not applicable
## 41119              597                Not applicable
## 41149              693                Not applicable
## 41176              563 Preapproval was not requested
## 41191             1200 Preapproval was not requested
## 41218              424                Not applicable
## 41229              808                Not applicable
## 41241             1750                Not applicable
## 41316              324                Not applicable
## 41320             1082                Not applicable
## 41332             1333                Not applicable
## 41355              800                Not applicable
## 41365               10                Not applicable
## 41368               10                Not applicable
## 41381              594                Not applicable
## 41406              693                Not applicable
## 41448              549                Not applicable
## 41479              630                Not applicable
## 41499              507                Not applicable
## 41515              499                Not applicable
## 41526              520                Not applicable
## 41561              299                Not applicable
## 41574              825                Not applicable
## 41584             1000                Not applicable
## 41592              570 Preapproval was not requested
## 41602              250                Not applicable
## 41608              288                Not applicable
## 41628              813                Not applicable
## 41644              188 Preapproval was not requested
## 41692             1071                Not applicable
## 41708              260                Not applicable
## 41733              636                Not applicable
## 41769             3000                Not applicable
## 41822              501                Not applicable
## 41828              630                Not applicable
## 41857               60                Not applicable
## 41858              630                Not applicable
## 41865             1400                Not applicable
## 41871             1200                Not applicable
## 41925              653                Not applicable
## 41931              600 Preapproval was not requested
## 41991             2000     Preapproval was requested
## 42039              350                Not applicable
## 42088             1320 Preapproval was not requested
## 42094              203                Not applicable
## 42173              782                Not applicable
## 42182              527                Not applicable
## 42211              370                Not applicable
## 42222              321                Not applicable
## 42224              982     Preapproval was requested
## 42267              504                Not applicable
## 42274              507                Not applicable
## 42278              424 Preapproval was not requested
## 42285             1000                Not applicable
## 42308              750                Not applicable
## 42314              560                Not applicable
## 42358             1512                Not applicable
## 42359               10                Not applicable
## 42422              920 Preapproval was not requested
## 42451              214                Not applicable
## 42454              768 Preapproval was not requested
## 42458               71                Not applicable
## 42508             1540                Not applicable
## 42584              503                Not applicable
## 42676             1520                Not applicable
## 42687              586 Preapproval was not requested
## 42694             1080                Not applicable
## 42794              236     Preapproval was requested
## 42825              142                Not applicable
## 42826              232                Not applicable
## 42858              478                Not applicable
## 42892             1000                Not applicable
## 42916              354                Not applicable
## 42920              260                Not applicable
## 42925               34                Not applicable
## 43000              500 Preapproval was not requested
## 43021              405 Preapproval was not requested
## 43060              880                Not applicable
## 43066              610                Not applicable
## 43072              442                Not applicable
## 43092              515                Not applicable
## 43102              626                Not applicable
## 43107              800                Not applicable
## 43126             2000                Not applicable
## 43128              495                Not applicable
## 43143              100                Not applicable
## 43151              347                Not applicable
## 43155              374                Not applicable
## 43209              800                Not applicable
## 43210             1512                Not applicable
## 43379              124 Preapproval was not requested
## 43396              682                Not applicable
## 43401             1960 Preapproval was not requested
## 43440              700                Not applicable
## 43470              618                Not applicable
## 43485             4000 Preapproval was not requested
## 43521             3000                Not applicable
## 43524              664                Not applicable
## 43530              704 Preapproval was not requested
## 43548              325                Not applicable
## 43554              980     Preapproval was requested
## 43557              290                Not applicable
## 43575              500                Not applicable
## 43578              945 Preapproval was not requested
## 43584              525                Not applicable
## 43626              454                Not applicable
## 43638              150                Not applicable
## 43710              524                Not applicable
## 43720              304                Not applicable
## 43726              340                Not applicable
## 43754              386                Not applicable
## 43930              773                Not applicable
## 43952              636                Not applicable
## 43983              520                Not applicable
## 43989             1825                Not applicable
## 44012              204                Not applicable
## 44044              350                Not applicable
## 44054              280                Not applicable
## 44068               70                Not applicable
## 44110             2091                Not applicable
## 44169              959                Not applicable
## 44225              487                Not applicable
## 44251              407                Not applicable
## 44256              640                Not applicable
## 44268              981                Not applicable
## 44286             1320 Preapproval was not requested
## 44298             1500                Not applicable
## 44308             2500                Not applicable
## 44316              668                Not applicable
## 44321              383                Not applicable
## 44325             3400                Not applicable
## 44331              229                Not applicable
## 44358             1100                Not applicable
## 44364             1000                Not applicable
## 44376              398                Not applicable
## 44382              900                Not applicable
## 44388             1110                Not applicable
## 44400              350     Preapproval was requested
## 44412              740                Not applicable
## 44418              851 Preapproval was not requested
## 44424              636                Not applicable
## 44432              424                Not applicable
## 44436              980                Not applicable
## 44438              424 Preapproval was not requested
## 44448              725                Not applicable
## 44454              100                Not applicable
## 44464             1750                Not applicable
## 44474              364     Preapproval was requested
## 44510              348                Not applicable
## 44520              696                Not applicable
## 44537              284                Not applicable
## 44538              992                Not applicable
## 44566              424                Not applicable
## 44599              241                Not applicable
## 44625              409                Not applicable
## 44639             1404     Preapproval was requested
## 44646              720                Not applicable
## 44648              539                Not applicable
## 44652             1000                Not applicable
## 44694              600                Not applicable
## 44698             1580                Not applicable
## 44715              808 Preapproval was not requested
## 44746             1800                Not applicable
## 44747              100                Not applicable
## 44785             1100                Not applicable
## 44801               10                Not applicable
## 44848             2000                Not applicable
## 44879              680                Not applicable
## 44938              128                Not applicable
## 45003             2674                Not applicable
## 45100             1631                Not applicable
## 45108              581                Not applicable
## 45153              850                Not applicable
## 45171              325                Not applicable
## 45205              390                Not applicable
## 45339              374                Not applicable
## 45351              930 Preapproval was not requested
## 45361                8                Not applicable
## 45386              599                Not applicable
## 45434              352                Not applicable
## 45443              359                Not applicable
## 45452              245                Not applicable
## 45482              226                Not applicable
## 45486              415                Not applicable
## 45519             1644 Preapproval was not requested
## 45525              278                Not applicable
## 45633              555                Not applicable
## 45641              785                Not applicable
## 45646              940                Not applicable
## 45660              415                Not applicable
## 45676              273                Not applicable
## 45690              233                Not applicable
## 45714              496                Not applicable
## 45717             2000                Not applicable
## 45741             1250                Not applicable
## 45778              506                Not applicable
## 45877              179                Not applicable
## 45928             2200                Not applicable
## 45975              440                Not applicable
## 46035              800                Not applicable
## 46093               99                Not applicable
## 46137            10000                Not applicable
## 46144              400                Not applicable
## 46228              404                Not applicable
## 46229              366                Not applicable
## 46251             1400                Not applicable
## 46269              456 Preapproval was not requested
## 46275              303 Preapproval was not requested
## 46311             1300                Not applicable
## 46455              600 Preapproval was not requested
## 46472              250                Not applicable
## 46498               71                Not applicable
## 46608              271                Not applicable
## 46624              392                Not applicable
## 46654              417                Not applicable
## 46659              460                Not applicable
## 46707              417                Not applicable
## 46717              608                Not applicable
## 46743             2250                Not applicable
## 46751              320                Not applicable
## 46763              186                Not applicable
## 46786              895                Not applicable
## 46809              344                Not applicable
## 46869             2275                Not applicable
## 46890              613                Not applicable
## 46936              417                Not applicable
## 46938              110 Preapproval was not requested
## 46959              585                Not applicable
## 47030              769                Not applicable
## 47040              385                Not applicable
## 47092              475                Not applicable
## 47115              264                Not applicable
## 47187              323                Not applicable
## 47261              472                Not applicable
## 47343              647                Not applicable
## 47356             1560                Not applicable
## 47445             3096                Not applicable
## 47517             1800                Not applicable
## 47556             2663                Not applicable
## 47568              900                Not applicable
## 47574              635                Not applicable
## 47584              366                Not applicable
## 47606              528                Not applicable
## 47610             1160                Not applicable
## 47616              780                Not applicable
## 47644              428                Not applicable
## 47646              884                Not applicable
## 47683                5                Not applicable
## 47706              714                Not applicable
## 47713              815                Not applicable
## 47718              900                Not applicable
## 47724              687                Not applicable
## 47736              750 Preapproval was not requested
## 47742             1000                Not applicable
## 47755              669                Not applicable
## 47756               10                Not applicable
## 47777              710                Not applicable
## 47778              650                Not applicable
## 47784              776     Preapproval was requested
## 47796              165                Not applicable
## 47805              305                Not applicable
## 47824              243                Not applicable
## 47839             1350                Not applicable
## 47844              684                Not applicable
## 47875              615                Not applicable
## 47899               66 Preapproval was not requested
## 47929             2000                Not applicable
## 47955              575                Not applicable
## 47975              370                Not applicable
## 47983              200                Not applicable
## 48033             2000                Not applicable
## 48062              156                Not applicable
## 48095              286                Not applicable
## 48161              410                Not applicable
## 48192              417                Not applicable
## 48204              380                Not applicable
## 48225             2301                Not applicable
## 48288              405                Not applicable
## 48295              636                Not applicable
## 48315             2472                Not applicable
## 48316             1989     Preapproval was requested
## 48317             1110                Not applicable
## 48339             1840                Not applicable
## 48340              405                Not applicable
## 48425              794                Not applicable
## 48532              424                Not applicable
## 48553              810 Preapproval was not requested
## 48586             2400                Not applicable
## 48682              550                Not applicable
## 48743              920                Not applicable
## 48748             1000     Preapproval was requested
## 48759                5                Not applicable
## 48766              800                Not applicable
## 48778             2228     Preapproval was requested
## 48788              101                Not applicable
## 48793              424                Not applicable
## 48799             1250 Preapproval was not requested
## 48811              700                Not applicable
## 48814             2240 Preapproval was not requested
## 48834              410 Preapproval was not requested
## 48844              300                Not applicable
## 48988              278                Not applicable
## 49015              960                Not applicable
## 49045              330 Preapproval was not requested
## 49054              105                Not applicable
## 49055              368                Not applicable
## 49069              426                Not applicable
## 49091              424                Not applicable
## 49146              392                Not applicable
## 49161              540                Not applicable
## 49165              417                Not applicable
## 49177              411                Not applicable
## 49222             1645                Not applicable
## 49229              736                Not applicable
## 49235              100                Not applicable
## 49243              280 Preapproval was not requested
## 49253              675                Not applicable
## 49297               50                Not applicable
## 49389              417                Not applicable
## 49398              220                Not applicable
## 49416              380                Not applicable
## 49419              495                Not applicable
## 49425              320 Preapproval was not requested
## 49431              750                Not applicable
## 49452              330                Not applicable
## 49469              425 Preapproval was not requested
## 49498               15                Not applicable
## 49559              473                Not applicable
## 49576             1500     Preapproval was requested
## 49589             1188                Not applicable
## 49594             2000 Preapproval was not requested
## 49602              280                Not applicable
## 49685              700                Not applicable
## 49705             1192                Not applicable
## 49717              360                Not applicable
## 49749              731                Not applicable
## 49763              209                Not applicable
## 49769              992                Not applicable
## 49771              998     Preapproval was requested
## 49779               50                Not applicable
## 49785              600     Preapproval was requested
## 49877              693                Not applicable
## 49923             1040                Not applicable
## 49924             1950                Not applicable
## 49926              180                Not applicable
## 50012              320 Preapproval was not requested
## 50047              520                Not applicable
## 50055              796     Preapproval was requested
## 50060              424                Not applicable
## 50062              972 Preapproval was not requested
## 50079             4739                Not applicable
## 50092              484                Not applicable
## 50098              300                Not applicable
## 50105              511 Preapproval was not requested
## 50124             1000                Not applicable
## 50130             1100                Not applicable
## 50142              545                Not applicable
## 50145              228                Not applicable
## 50148             1890 Preapproval was not requested
## 50158             2000                Not applicable
## 50160              900                Not applicable
## 50166             1445                Not applicable
## 50172             1083                Not applicable
## 50200              288 Preapproval was not requested
## 50220              636 Preapproval was not requested
## 50224              320                Not applicable
## 50227              959                Not applicable
## 50302             1100 Preapproval was not requested
## 50340              950                Not applicable
## 50352              600                Not applicable
## 50358              930                Not applicable
## 50364              670                Not applicable
## 50371              636 Preapproval was not requested
## 50376              820                Not applicable
## 50377              713                Not applicable
## 50382              899                Not applicable
## 50385              232                Not applicable
## 50394              818                Not applicable
## 50400              417                Not applicable
## 50412             2606                Not applicable
## 50424             1032                Not applicable
## 50443              400                Not applicable
## 50454              960                Not applicable
## 50469              200                Not applicable
## 50472             1265                Not applicable
## 50481              143                Not applicable
## 50484             1125                Not applicable
## 50490              815                Not applicable
## 50495              912                Not applicable
## 50502              920 Preapproval was not requested
## 50526              923                Not applicable
## 50538             1336                Not applicable
## 50556              424                Not applicable
## 50573              425                Not applicable
## 50574             1400                Not applicable
## 50580              750                Not applicable
## 50586             1400                Not applicable
## 50598              660                Not applicable
## 50604              658                Not applicable
## 50610             2000                Not applicable
## 50622             1032                Not applicable
## 50633              203                Not applicable
## 50634             1560                Not applicable
## 50646             1360                Not applicable
## 50658             1100                Not applicable
## 50659              851                Not applicable
## 50668              150                Not applicable
## 50682              522                Not applicable
## 50736              750                Not applicable
## 50743              800                Not applicable
## 50748             1084                Not applicable
## 50760              799                Not applicable
## 50772             1200 Preapproval was not requested
## 50808             1184                Not applicable
## 50815              780                Not applicable
## 50862             3000                Not applicable
##                                 action_taken_name
## 1                                 Loan originated
## 7                                 Loan originated
## 9           Application approved but not accepted
## 37                                Loan originated
## 51             Application withdrawn by applicant
## 87          Application approved but not accepted
## 112                               Loan originated
## 154                               Loan originated
## 171            Application withdrawn by applicant
## 177            Application withdrawn by applicant
## 224                               Loan originated
## 238                               Loan originated
## 248            Application withdrawn by applicant
## 250                               Loan originated
## 315   Application denied by financial institution
## 331            Application withdrawn by applicant
## 332                               Loan originated
## 334                               Loan originated
## 336                               Loan originated
## 361                File closed for incompleteness
## 399   Application denied by financial institution
## 454                               Loan originated
## 458                               Loan originated
## 472                               Loan originated
## 482             Loan purchased by the institution
## 515             Loan purchased by the institution
## 544             Loan purchased by the institution
## 555                               Loan originated
## 628                               Loan originated
## 639   Application denied by financial institution
## 652                               Loan originated
## 676            Application withdrawn by applicant
## 687   Application denied by financial institution
## 693                               Loan originated
## 697             Loan purchased by the institution
## 711                               Loan originated
## 712                               Loan originated
## 723                               Loan originated
## 728            Application withdrawn by applicant
## 735                               Loan originated
## 766                File closed for incompleteness
## 769   Application denied by financial institution
## 790                               Loan originated
## 795                               Loan originated
## 807                               Loan originated
## 813                               Loan originated
## 826                               Loan originated
## 837                               Loan originated
## 850                               Loan originated
## 856            Application withdrawn by applicant
## 886   Application denied by financial institution
## 888                               Loan originated
## 916                               Loan originated
## 933                File closed for incompleteness
## 952                               Loan originated
## 976                               Loan originated
## 988   Application denied by financial institution
## 1000               File closed for incompleteness
## 1004                              Loan originated
## 1006  Application denied by financial institution
## 1024                              Loan originated
## 1051           Application withdrawn by applicant
## 1059  Application denied by financial institution
## 1084                              Loan originated
## 1120                              Loan originated
## 1126               File closed for incompleteness
## 1131                              Loan originated
## 1133                              Loan originated
## 1168               File closed for incompleteness
## 1186                              Loan originated
## 1192  Application denied by financial institution
## 1204                              Loan originated
## 1214                              Loan originated
## 1294           Application withdrawn by applicant
## 1306                              Loan originated
## 1307        Application approved but not accepted
## 1311  Application denied by financial institution
## 1327  Application denied by financial institution
## 1353           Application withdrawn by applicant
## 1365  Application denied by financial institution
## 1372                              Loan originated
## 1390           Application withdrawn by applicant
## 1395        Application approved but not accepted
## 1461        Application approved but not accepted
## 1486               File closed for incompleteness
## 1491  Application denied by financial institution
## 1498                              Loan originated
## 1510                              Loan originated
## 1533  Application denied by financial institution
## 1578                              Loan originated
## 1588           Application withdrawn by applicant
## 1594  Application denied by financial institution
## 1612                              Loan originated
## 1623  Application denied by financial institution
## 1636           Application withdrawn by applicant
## 1647           Application withdrawn by applicant
## 1660  Application denied by financial institution
## 1679                              Loan originated
## 1702                              Loan originated
## 1725           Application withdrawn by applicant
## 1731                              Loan originated
## 1737        Application approved but not accepted
## 1756        Application approved but not accepted
## 1761           Application withdrawn by applicant
## 1767                              Loan originated
## 1774                              Loan originated
## 1798                              Loan originated
## 1803               File closed for incompleteness
## 1822                              Loan originated
## 1827  Application denied by financial institution
## 1839                              Loan originated
## 1892  Application denied by financial institution
## 1898            Loan purchased by the institution
## 1906                              Loan originated
## 1910                              Loan originated
## 1916           Application withdrawn by applicant
## 1924                              Loan originated
## 1936                              Loan originated
## 1953           Application withdrawn by applicant
## 1954                              Loan originated
## 1969               File closed for incompleteness
## 1978  Application denied by financial institution
## 1983           Application withdrawn by applicant
## 1995  Application denied by financial institution
## 2036  Application denied by financial institution
## 2050               File closed for incompleteness
## 2055               File closed for incompleteness
## 2110  Application denied by financial institution
## 2164                              Loan originated
## 2187  Application denied by financial institution
## 2194               File closed for incompleteness
## 2218                              Loan originated
## 2260  Application denied by financial institution
## 2283  Application denied by financial institution
## 2290                              Loan originated
## 2318        Application approved but not accepted
## 2332           Application withdrawn by applicant
## 2335  Application denied by financial institution
## 2343  Application denied by financial institution
## 2349           Application withdrawn by applicant
## 2355                              Loan originated
## 2356        Application approved but not accepted
## 2380                              Loan originated
## 2386               File closed for incompleteness
## 2410                              Loan originated
## 2440           Application withdrawn by applicant
## 2451  Application denied by financial institution
## 2487           Application withdrawn by applicant
## 2491                              Loan originated
## 2505  Application denied by financial institution
## 2516  Application denied by financial institution
## 2523                              Loan originated
## 2541                              Loan originated
## 2542           Application withdrawn by applicant
## 2547                              Loan originated
## 2554                              Loan originated
## 2566           Application withdrawn by applicant
## 2590                              Loan originated
## 2625                              Loan originated
## 2626                              Loan originated
## 2643                              Loan originated
## 2656  Application denied by financial institution
## 2665                              Loan originated
## 2704  Application denied by financial institution
## 2746                              Loan originated
## 2747  Application denied by financial institution
## 2774           Application withdrawn by applicant
## 2776                              Loan originated
## 2782                              Loan originated
## 2806  Application denied by financial institution
## 2818  Application denied by financial institution
## 2836                              Loan originated
## 2860                              Loan originated
## 2872                              Loan originated
## 2884           Application withdrawn by applicant
## 2890                              Loan originated
## 2900                              Loan originated
## 2902                              Loan originated
## 2949  Application denied by financial institution
## 2951  Application denied by financial institution
## 2956           Application withdrawn by applicant
## 2974                              Loan originated
## 3016                              Loan originated
## 3053  Application denied by financial institution
## 3076           Application withdrawn by applicant
## 3094                              Loan originated
## 3123           Application withdrawn by applicant
## 3166                              Loan originated
## 3213                              Loan originated
## 3232  Application denied by financial institution
## 3247               File closed for incompleteness
## 3267                              Loan originated
## 3274                              Loan originated
## 3280                              Loan originated
## 3286               File closed for incompleteness
## 3292                              Loan originated
## 3334               File closed for incompleteness
## 3339  Application denied by financial institution
## 3380                              Loan originated
## 3381                              Loan originated
## 3387        Application approved but not accepted
## 3429                              Loan originated
## 3453               File closed for incompleteness
## 3466           Application withdrawn by applicant
## 3470                              Loan originated
## 3495           Application withdrawn by applicant
## 3520                              Loan originated
## 3542                              Loan originated
## 3544               File closed for incompleteness
## 3575                              Loan originated
## 3580  Application denied by financial institution
## 3586  Application denied by financial institution
## 3591               File closed for incompleteness
## 3592        Application approved but not accepted
## 3615  Application denied by financial institution
## 3630                              Loan originated
## 3660                              Loan originated
## 3664           Application withdrawn by applicant
## 3690                              Loan originated
## 3736                              Loan originated
## 3743  Application denied by financial institution
## 3749                              Loan originated
## 3768                              Loan originated
## 3775           Application withdrawn by applicant
## 3790           Application withdrawn by applicant
## 3796                              Loan originated
## 3797  Application denied by financial institution
## 3837                              Loan originated
## 3862                              Loan originated
## 3874                              Loan originated
## 3887                              Loan originated
## 3899           Application withdrawn by applicant
## 3904  Application denied by financial institution
## 3921                              Loan originated
## 3922  Application denied by financial institution
## 3934                              Loan originated
## 3975  Application denied by financial institution
## 3982                              Loan originated
## 4018                              Loan originated
## 4054           Application withdrawn by applicant
## 4072                              Loan originated
## 4108           Application withdrawn by applicant
## 4126                              Loan originated
## 4174               File closed for incompleteness
## 4178            Loan purchased by the institution
## 4187  Application denied by financial institution
## 4228                              Loan originated
## 4229        Application approved but not accepted
## 4233           Application withdrawn by applicant
## 4241                              Loan originated
## 4251           Application withdrawn by applicant
## 4253        Application approved but not accepted
## 4259  Application denied by financial institution
## 4268                              Loan originated
## 4276  Application denied by financial institution
## 4283  Application denied by financial institution
## 4293  Application denied by financial institution
## 4295  Application denied by financial institution
## 4299               File closed for incompleteness
## 4301  Application denied by financial institution
## 4305           Application withdrawn by applicant
## 4306           Application withdrawn by applicant
## 4310           Application withdrawn by applicant
## 4319        Application approved but not accepted
## 4325           Application withdrawn by applicant
## 4330                              Loan originated
## 4331  Application denied by financial institution
## 4341  Application denied by financial institution
## 4345  Application denied by financial institution
## 4349                              Loan originated
## 4358  Application denied by financial institution
## 4367                              Loan originated
## 4371                              Loan originated
## 4375           Application withdrawn by applicant
## 4378                              Loan originated
## 4388  Application denied by financial institution
## 4402           Application withdrawn by applicant
## 4408                              Loan originated
## 4415  Application denied by financial institution
## 4433           Application withdrawn by applicant
## 4438               File closed for incompleteness
## 4449           Application withdrawn by applicant
## 4459                              Loan originated
## 4474               File closed for incompleteness
## 4527           Application withdrawn by applicant
## 4528               File closed for incompleteness
## 4534           Application withdrawn by applicant
## 4546           Application withdrawn by applicant
## 4558           Application withdrawn by applicant
## 4560                              Loan originated
## 4582                              Loan originated
## 4597           Application withdrawn by applicant
## 4606                              Loan originated
## 4621                              Loan originated
## 4627            Loan purchased by the institution
## 4650                              Loan originated
## 4662                              Loan originated
## 4672  Application denied by financial institution
## 4701                              Loan originated
## 4737                              Loan originated
## 4743  Application denied by financial institution
## 4756                              Loan originated
## 4762                              Loan originated
## 4771  Application denied by financial institution
## 4776                              Loan originated
## 4785               File closed for incompleteness
## 4791  Application denied by financial institution
## 4792           Application withdrawn by applicant
## 4811  Application denied by financial institution
## 4817           Application withdrawn by applicant
## 4823                              Loan originated
## 4848                              Loan originated
## 4849  Application denied by financial institution
## 4852                              Loan originated
## 4859           Application withdrawn by applicant
## 4866                              Loan originated
## 4869                              Loan originated
## 4870                              Loan originated
## 4881  Application denied by financial institution
## 4899               File closed for incompleteness
## 4912                              Loan originated
## 4918                              Loan originated
## 4934                              Loan originated
## 4942                              Loan originated
## 4944                              Loan originated
## 4945                              Loan originated
## 4946                              Loan originated
## 4947               File closed for incompleteness
## 4954                              Loan originated
## 4963                              Loan originated
## 4976            Loan purchased by the institution
## 4978                              Loan originated
## 4980                              Loan originated
## 4987                              Loan originated
## 5008                              Loan originated
## 5029                              Loan originated
## 5035                              Loan originated
## 5042  Application denied by financial institution
## 5071                              Loan originated
## 5073                              Loan originated
## 5080           Application withdrawn by applicant
## 5105               File closed for incompleteness
## 5110                              Loan originated
## 5127                              Loan originated
## 5133                              Loan originated
## 5146                              Loan originated
## 5158           Application withdrawn by applicant
## 5200  Application denied by financial institution
## 5202                              Loan originated
## 5218            Loan purchased by the institution
## 5229  Application denied by financial institution
## 5253                              Loan originated
## 5260           Application withdrawn by applicant
## 5272                              Loan originated
## 5280                              Loan originated
## 5302           Application withdrawn by applicant
## 5331  Application denied by financial institution
## 5335                              Loan originated
## 5374           Application withdrawn by applicant
## 5398                              Loan originated
## 5403               File closed for incompleteness
## 5434  Application denied by financial institution
## 5439  Application denied by financial institution
## 5443                              Loan originated
## 5445  Application denied by financial institution
## 5451  Application denied by financial institution
## 5458                              Loan originated
## 5463                              Loan originated
## 5481                              Loan originated
## 5500                              Loan originated
## 5524                              Loan originated
## 5529                              Loan originated
## 5541        Application approved but not accepted
## 5548            Loan purchased by the institution
## 5551           Application withdrawn by applicant
## 5560                              Loan originated
## 5575                              Loan originated
## 5578                              Loan originated
## 5581                              Loan originated
## 5587  Application denied by financial institution
## 5606                              Loan originated
## 5620                              Loan originated
## 5631           Application withdrawn by applicant
## 5633           Application withdrawn by applicant
## 5637  Application denied by financial institution
## 5644           Application withdrawn by applicant
## 5645  Application denied by financial institution
## 5659  Application denied by financial institution
## 5665  Application denied by financial institution
## 5667           Application withdrawn by applicant
## 5673           Application withdrawn by applicant
## 5691           Application withdrawn by applicant
## 5692                              Loan originated
## 5697  Application denied by financial institution
## 5700                              Loan originated
## 5710                              Loan originated
## 5711  Application denied by financial institution
## 5722                              Loan originated
## 5727  Application denied by financial institution
## 5733                              Loan originated
## 5745                              Loan originated
## 5747           Application withdrawn by applicant
## 5769  Application denied by financial institution
## 5775        Application approved but not accepted
## 5786            Loan purchased by the institution
## 5795  Application denied by financial institution
## 5807        Application approved but not accepted
## 5810           Application withdrawn by applicant
## 5821                              Loan originated
## 5824                              Loan originated
## 5860                              Loan originated
## 5878                              Loan originated
## 5956  Application denied by financial institution
## 5974           Application withdrawn by applicant
## 5980  Application denied by financial institution
## 5986                              Loan originated
## 5988                              Loan originated
## 5991                              Loan originated
## 6004  Application denied by financial institution
## 6030                              Loan originated
## 6042                              Loan originated
## 6051           Application withdrawn by applicant
## 6058           Application withdrawn by applicant
## 6070            Loan purchased by the institution
## 6075           Application withdrawn by applicant
## 6083                              Loan originated
## 6087                              Loan originated
## 6088                              Loan originated
## 6093                              Loan originated
## 6095                              Loan originated
## 6110                              Loan originated
## 6142                              Loan originated
## 6178        Application approved but not accepted
## 6184                              Loan originated
## 6187                              Loan originated
## 6202                              Loan originated
## 6207           Application withdrawn by applicant
## 6211  Application denied by financial institution
## 6226  Application denied by financial institution
## 6237           Application withdrawn by applicant
## 6244                              Loan originated
## 6256  Application denied by financial institution
## 6328        Application approved but not accepted
## 6334                              Loan originated
## 6340                              Loan originated
## 6355               File closed for incompleteness
## 6358  Application denied by financial institution
## 6370                              Loan originated
## 6376                              Loan originated
## 6379  Application denied by financial institution
## 6385  Application denied by financial institution
## 6399  Application denied by financial institution
## 6401                              Loan originated
## 6413                              Loan originated
## 6421  Application denied by financial institution
## 6425                              Loan originated
## 6431  Application denied by financial institution
## 6438                              Loan originated
## 6459               File closed for incompleteness
## 6464                              Loan originated
## 6467                              Loan originated
## 6485                              Loan originated
## 6492                              Loan originated
## 6495                              Loan originated
## 6503                              Loan originated
## 6512                              Loan originated
## 6517        Application approved but not accepted
## 6525  Application denied by financial institution
## 6526                              Loan originated
## 6533                              Loan originated
## 6543                              Loan originated
## 6547  Application denied by financial institution
## 6550                              Loan originated
## 6556  Application denied by financial institution
## 6575                              Loan originated
## 6581                              Loan originated
## 6595                              Loan originated
## 6598  Application denied by financial institution
## 6603  Application denied by financial institution
## 6609           Application withdrawn by applicant
## 6615               File closed for incompleteness
## 6620               File closed for incompleteness
## 6628                              Loan originated
## 6634  Application denied by financial institution
## 6641                              Loan originated
## 6663                              Loan originated
## 6689                              Loan originated
## 6696                              Loan originated
## 6705                              Loan originated
## 6726                              Loan originated
## 6730                              Loan originated
## 6731                              Loan originated
## 6760  Application denied by financial institution
## 6772                              Loan originated
## 6792                              Loan originated
## 6805  Application denied by financial institution
## 6819  Application denied by financial institution
## 6826  Application denied by financial institution
## 6844                              Loan originated
## 6862                              Loan originated
## 6865                              Loan originated
## 6871           Application withdrawn by applicant
## 6886                              Loan originated
## 6892  Application denied by financial institution
## 6906                              Loan originated
## 6909                              Loan originated
## 6913           Application withdrawn by applicant
## 6915  Application denied by financial institution
## 6927           Application withdrawn by applicant
## 6928               File closed for incompleteness
## 6943           Application withdrawn by applicant
## 6955           Application withdrawn by applicant
## 6968               File closed for incompleteness
## 6973  Application denied by financial institution
## 7012           Application withdrawn by applicant
## 7021  Application denied by financial institution
## 7024        Application approved but not accepted
## 7031           Application withdrawn by applicant
## 7033                              Loan originated
## 7034                              Loan originated
## 7035  Application denied by financial institution
## 7036                              Loan originated
## 7045        Application approved but not accepted
## 7066                              Loan originated
## 7069           Application withdrawn by applicant
## 7078            Loan purchased by the institution
## 7087  Application denied by financial institution
## 7093  Application denied by financial institution
## 7095                              Loan originated
## 7111                              Loan originated
## 7120  Application denied by financial institution
## 7123                              Loan originated
## 7137           Application withdrawn by applicant
## 7139  Application denied by financial institution
## 7163                              Loan originated
## 7168                              Loan originated
## 7171           Application withdrawn by applicant
## 7175           Application withdrawn by applicant
## 7180                              Loan originated
## 7183  Application denied by financial institution
## 7189                              Loan originated
## 7196                              Loan originated
## 7197                              Loan originated
## 7198  Application denied by financial institution
## 7207  Application denied by financial institution
## 7215           Application withdrawn by applicant
## 7219                              Loan originated
## 7221           Application withdrawn by applicant
## 7225               File closed for incompleteness
## 7233        Application approved but not accepted
## 7237  Application denied by financial institution
## 7239           Application withdrawn by applicant
## 7240                              Loan originated
## 7251                              Loan originated
## 7252               File closed for incompleteness
## 7255           Application withdrawn by applicant
## 7263           Application withdrawn by applicant
## 7288  Application denied by financial institution
## 7294                              Loan originated
## 7303  Application denied by financial institution
## 7306                              Loan originated
## 7318  Application denied by financial institution
## 7319  Application denied by financial institution
## 7339           Application withdrawn by applicant
## 7376  Application denied by financial institution
## 7381           Application withdrawn by applicant
## 7387                              Loan originated
## 7388                              Loan originated
## 7393           Application withdrawn by applicant
## 7402                              Loan originated
## 7403                              Loan originated
## 7405           Application withdrawn by applicant
## 7411                              Loan originated
## 7443               File closed for incompleteness
## 7447  Application denied by financial institution
## 7457                              Loan originated
## 7469        Application approved but not accepted
## 7498           Application withdrawn by applicant
## 7516           Application withdrawn by applicant
## 7522                              Loan originated
## 7530                              Loan originated
## 7531           Application withdrawn by applicant
## 7540           Application withdrawn by applicant
## 7541                              Loan originated
## 7547           Application withdrawn by applicant
## 7568                              Loan originated
## 7577  Application denied by financial institution
## 7578                              Loan originated
## 7579           Application withdrawn by applicant
## 7588           Application withdrawn by applicant
## 7591                              Loan originated
## 7594                              Loan originated
## 7601  Application denied by financial institution
## 7603                              Loan originated
## 7607  Application denied by financial institution
## 7612           Application withdrawn by applicant
## 7615  Application denied by financial institution
## 7624        Application approved but not accepted
## 7637                              Loan originated
## 7641  Application denied by financial institution
## 7649                              Loan originated
## 7664                              Loan originated
## 7671               File closed for incompleteness
## 7672                              Loan originated
## 7677  Application denied by financial institution
## 7684  Application denied by financial institution
## 7738                              Loan originated
## 7756                              Loan originated
## 7768                              Loan originated
## 7775                              Loan originated
## 7780           Application withdrawn by applicant
## 7786           Application withdrawn by applicant
## 7805           Application withdrawn by applicant
## 7809           Application withdrawn by applicant
## 7816                              Loan originated
## 7817           Application withdrawn by applicant
## 7828                              Loan originated
## 7829                              Loan originated
## 7846                              Loan originated
## 7856                              Loan originated
## 7864           Application withdrawn by applicant
## 7894                              Loan originated
## 7909           Application withdrawn by applicant
## 7915                              Loan originated
## 7940            Loan purchased by the institution
## 7966               File closed for incompleteness
## 7991           Application withdrawn by applicant
## 7996                              Loan originated
## 8007  Application denied by financial institution
## 8015               File closed for incompleteness
## 8035  Application denied by financial institution
## 8038                              Loan originated
## 8042                              Loan originated
## 8044                              Loan originated
## 8056                              Loan originated
## 8081               File closed for incompleteness
## 8086                              Loan originated
## 8104                              Loan originated
## 8122        Application approved but not accepted
## 8150                              Loan originated
## 8152           Application withdrawn by applicant
## 8206                              Loan originated
## 8210  Application denied by financial institution
## 8212                              Loan originated
## 8266                              Loan originated
## 8267                              Loan originated
## 8272        Application approved but not accepted
## 8282                              Loan originated
## 8338                              Loan originated
## 8341               File closed for incompleteness
## 8344                              Loan originated
## 8353  Application denied by financial institution
## 8359  Application denied by financial institution
## 8374           Application withdrawn by applicant
## 8398                              Loan originated
## 8401  Application denied by financial institution
## 8404                              Loan originated
## 8439  Application denied by financial institution
## 8489  Application denied by financial institution
## 8533                              Loan originated
## 8539           Application withdrawn by applicant
## 8542                              Loan originated
## 8545  Application denied by financial institution
## 8561  Application denied by financial institution
## 8596                              Loan originated
## 8614                              Loan originated
## 8632                              Loan originated
## 8649  Application denied by financial institution
## 8655               File closed for incompleteness
## 8669                              Loan originated
## 8686                              Loan originated
## 8692                              Loan originated
## 8697        Application approved but not accepted
## 8698           Application withdrawn by applicant
## 8710                              Loan originated
## 8719           Application withdrawn by applicant
## 8740                              Loan originated
## 8758                              Loan originated
## 8783                              Loan originated
## 8788  Application denied by financial institution
## 8797  Application denied by financial institution
## 8806                              Loan originated
## 8812           Application withdrawn by applicant
## 8818               File closed for incompleteness
## 8821                              Loan originated
## 8896                              Loan originated
## 8932        Application approved but not accepted
## 9004           Application withdrawn by applicant
## 9022                              Loan originated
## 9028                              Loan originated
## 9034                              Loan originated
## 9052                              Loan originated
## 9058  Application denied by financial institution
## 9082                              Loan originated
## 9088                              Loan originated
## 9113               File closed for incompleteness
## 9119  Application denied by financial institution
## 9141  Application denied by financial institution
## 9148  Application denied by financial institution
## 9149           Application withdrawn by applicant
## 9155                              Loan originated
## 9160        Application approved but not accepted
## 9181           Application withdrawn by applicant
## 9184            Loan purchased by the institution
## 9191                              Loan originated
## 9196           Application withdrawn by applicant
## 9197                              Loan originated
## 9199                              Loan originated
## 9203                              Loan originated
## 9205  Application denied by financial institution
## 9208               File closed for incompleteness
## 9247                              Loan originated
## 9253  Application denied by financial institution
## 9256                              Loan originated
## 9271  Application denied by financial institution
## 9279           Application withdrawn by applicant
## 9280                              Loan originated
## 9289           Application withdrawn by applicant
## 9295  Application denied by financial institution
## 9317  Application denied by financial institution
## 9322                              Loan originated
## 9337  Application denied by financial institution
## 9340                              Loan originated
## 9359  Application denied by financial institution
## 9361  Application denied by financial institution
## 9365           Application withdrawn by applicant
## 9371               File closed for incompleteness
## 9376  Application denied by financial institution
## 9381           Application withdrawn by applicant
## 9415                              Loan originated
## 9429           Application withdrawn by applicant
## 9436                              Loan originated
## 9484        Application approved but not accepted
## 9496                              Loan originated
## 9502  Application denied by financial institution
## 9526                              Loan originated
## 9532                              Loan originated
## 9535                              Loan originated
## 9549        Application approved but not accepted
## 9563        Application approved but not accepted
## 9574                              Loan originated
## 9580                              Loan originated
## 9586                              Loan originated
## 9625                              Loan originated
## 9641                              Loan originated
## 9646                              Loan originated
## 9655  Application denied by financial institution
## 9658  Application denied by financial institution
## 9661           Application withdrawn by applicant
## 9688                              Loan originated
## 9700  Application denied by financial institution
## 9701        Application approved but not accepted
## 9707        Application approved but not accepted
## 9713  Application denied by financial institution
## 9717                              Loan originated
## 9732                              Loan originated
## 9754  Application denied by financial institution
## 9756                              Loan originated
## 9768                              Loan originated
## 9773                              Loan originated
## 9821                              Loan originated
## 9826                              Loan originated
## 9856        Application approved but not accepted
## 9865           Application withdrawn by applicant
## 9880           Application withdrawn by applicant
## 9882                              Loan originated
## 9889                              Loan originated
## 9895           Application withdrawn by applicant
## 9907                              Loan originated
## 9913  Application denied by financial institution
## 9933                              Loan originated
## 9940  Application denied by financial institution
## 9955           Application withdrawn by applicant
## 9967                              Loan originated
## 9970                              Loan originated
## 9971           Application withdrawn by applicant
## 10003 Application denied by financial institution
## 10024                             Loan originated
## 10048                             Loan originated
## 10054                             Loan originated
## 10078              File closed for incompleteness
## 10114                             Loan originated
## 10123          Application withdrawn by applicant
## 10128                             Loan originated
## 10145 Application denied by financial institution
## 10152                             Loan originated
## 10176                             Loan originated
## 10188                             Loan originated
## 10193 Application denied by financial institution
## 10222                             Loan originated
## 10234           Loan purchased by the institution
## 10253          Application withdrawn by applicant
## 10273 Application denied by financial institution
## 10280                             Loan originated
## 10285 Application denied by financial institution
## 10297                             Loan originated
## 10303          Application withdrawn by applicant
## 10306                             Loan originated
## 10312 Application denied by financial institution
## 10318                             Loan originated
## 10369 Application denied by financial institution
## 10379          Application withdrawn by applicant
## 10388                             Loan originated
## 10390 Application denied by financial institution
## 10420                             Loan originated
## 10467          Application withdrawn by applicant
## 10486       Application approved but not accepted
## 10515           Loan purchased by the institution
## 10531          Application withdrawn by applicant
## 10534 Application denied by financial institution
## 10535          Application withdrawn by applicant
## 10537 Application denied by financial institution
## 10540          Application withdrawn by applicant
## 10541 Application denied by financial institution
## 10551                             Loan originated
## 10554                             Loan originated
## 10566                             Loan originated
## 10573          Application withdrawn by applicant
## 10582                             Loan originated
## 10588                             Loan originated
## 10591 Application denied by financial institution
## 10597                             Loan originated
## 10615          Application withdrawn by applicant
## 10623                             Loan originated
## 10631                             Loan originated
## 10637          Application withdrawn by applicant
## 10641                             Loan originated
## 10648          Application withdrawn by applicant
## 10663 Application denied by financial institution
## 10687                             Loan originated
## 10711 Application denied by financial institution
## 10747                             Loan originated
## 10759          Application withdrawn by applicant
## 10781          Application withdrawn by applicant
## 10789                             Loan originated
## 10795       Application approved but not accepted
## 10804                             Loan originated
## 10805 Application denied by financial institution
## 10840 Application denied by financial institution
## 10841       Application approved but not accepted
## 10852                             Loan originated
## 10853          Application withdrawn by applicant
## 10861                             Loan originated
## 10892       Application approved but not accepted
## 10909                             Loan originated
## 10915 Application denied by financial institution
## 10919 Application denied by financial institution
## 10924                             Loan originated
## 10939                             Loan originated
## 10945 Application denied by financial institution
## 10960           Loan purchased by the institution
## 10993 Application denied by financial institution
## 11023       Application approved but not accepted
## 11026                             Loan originated
## 11044                             Loan originated
## 11053              File closed for incompleteness
## 11059 Application denied by financial institution
## 11064                             Loan originated
## 11065                             Loan originated
## 11068 Application denied by financial institution
## 11071                             Loan originated
## 11074 Application denied by financial institution
## 11095 Application denied by financial institution
## 11098                             Loan originated
## 11099           Loan purchased by the institution
## 11102 Application denied by financial institution
## 11111          Application withdrawn by applicant
## 11119          Application withdrawn by applicant
## 11151          Application withdrawn by applicant
## 11165 Application denied by financial institution
## 11179          Application withdrawn by applicant
## 11185                             Loan originated
## 11203                             Loan originated
## 11215                             Loan originated
## 11224       Application approved but not accepted
## 11230                             Loan originated
## 11242                             Loan originated
## 11253 Application denied by financial institution
## 11257                             Loan originated
## 11268                             Loan originated
## 11269              File closed for incompleteness
## 11290          Application withdrawn by applicant
## 11291                             Loan originated
## 11297 Application denied by financial institution
## 11302                             Loan originated
## 11309 Application denied by financial institution
## 11318                             Loan originated
## 11329                             Loan originated
## 11341                             Loan originated
## 11347                             Loan originated
## 11362                             Loan originated
## 11372          Application withdrawn by applicant
## 11389                             Loan originated
## 11395 Application denied by financial institution
## 11404              File closed for incompleteness
## 11407                             Loan originated
## 11413          Application withdrawn by applicant
## 11415          Application withdrawn by applicant
## 11425                             Loan originated
## 11452          Application withdrawn by applicant
## 11455                             Loan originated
## 11458                             Loan originated
## 11473          Application withdrawn by applicant
## 11491              File closed for incompleteness
## 11498 Application denied by financial institution
## 11499                             Loan originated
## 11521 Application denied by financial institution
## 11533                             Loan originated
## 11536 Application denied by financial institution
## 11551          Application withdrawn by applicant
## 11560 Application denied by financial institution
## 11562                             Loan originated
## 11576           Loan purchased by the institution
## 11581                             Loan originated
## 11593 Application denied by financial institution
## 11596 Application denied by financial institution
## 11605                             Loan originated
## 11608              File closed for incompleteness
## 11611          Application withdrawn by applicant
## 11620          Application withdrawn by applicant
## 11629       Application approved but not accepted
## 11638              File closed for incompleteness
## 11650                             Loan originated
## 11656          Application withdrawn by applicant
## 11684                             Loan originated
## 11704                             Loan originated
## 11708                             Loan originated
## 11710                             Loan originated
## 11714                             Loan originated
## 11725       Application approved but not accepted
## 11749 Application denied by financial institution
## 11761                             Loan originated
## 11764 Application denied by financial institution
## 11767 Application denied by financial institution
## 11769                             Loan originated
## 11773          Application withdrawn by applicant
## 11794                             Loan originated
## 11797 Application denied by financial institution
## 11802                             Loan originated
## 11807 Application denied by financial institution
## 11809       Application approved but not accepted
## 11810                             Loan originated
## 11825                             Loan originated
## 11830                             Loan originated
## 11839                             Loan originated
## 11854 Application denied by financial institution
## 11869          Application withdrawn by applicant
## 11893          Application withdrawn by applicant
## 11927                             Loan originated
## 11929                             Loan originated
## 11935                             Loan originated
## 11945          Application withdrawn by applicant
## 11950                             Loan originated
## 11951              File closed for incompleteness
## 11958                             Loan originated
## 11983                             Loan originated
## 12013                             Loan originated
## 12014          Application withdrawn by applicant
## 12019                             Loan originated
## 12021 Application denied by financial institution
## 12033                             Loan originated
## 12035          Application withdrawn by applicant
## 12041 Application denied by financial institution
## 12055                             Loan originated
## 12064                             Loan originated
## 12091 Application denied by financial institution
## 12092                             Loan originated
## 12101 Application denied by financial institution
## 12113          Application withdrawn by applicant
## 12121          Application withdrawn by applicant
## 12127                             Loan originated
## 12130                             Loan originated
## 12131 Application denied by financial institution
## 12133              File closed for incompleteness
## 12139          Application withdrawn by applicant
## 12145 Application denied by financial institution
## 12168                             Loan originated
## 12169                             Loan originated
## 12187 Application denied by financial institution
## 12194              File closed for incompleteness
## 12199          Application withdrawn by applicant
## 12232 Application denied by financial institution
## 12235                             Loan originated
## 12250                             Loan originated
## 12253 Application denied by financial institution
## 12271                             Loan originated
## 12293 Application denied by financial institution
## 12295                             Loan originated
## 12301 Application denied by financial institution
## 12319       Application approved but not accepted
## 12334                             Loan originated
## 12343          Application withdrawn by applicant
## 12347              File closed for incompleteness
## 12371          Application withdrawn by applicant
## 12376                             Loan originated
## 12379 Application denied by financial institution
## 12385                             Loan originated
## 12392          Application withdrawn by applicant
## 12397 Application denied by financial institution
## 12406                             Loan originated
## 12418 Application denied by financial institution
## 12421 Application denied by financial institution
## 12424          Application withdrawn by applicant
## 12427          Application withdrawn by applicant
## 12445                             Loan originated
## 12447                             Loan originated
## 12454                             Loan originated
## 12468                             Loan originated
## 12469              File closed for incompleteness
## 12481              File closed for incompleteness
## 12487 Application denied by financial institution
## 12493          Application withdrawn by applicant
## 12496                             Loan originated
## 12502          Application withdrawn by applicant
## 12507                             Loan originated
## 12511                             Loan originated
## 12517                             Loan originated
## 12520              File closed for incompleteness
## 12523 Application denied by financial institution
## 12529                             Loan originated
## 12532          Application withdrawn by applicant
## 12538 Application denied by financial institution
## 12541          Application withdrawn by applicant
## 12547                             Loan originated
## 12556                             Loan originated
## 12559          Application withdrawn by applicant
## 12565                             Loan originated
## 12586 Application denied by financial institution
## 12592                             Loan originated
## 12600                             Loan originated
## 12605          Application withdrawn by applicant
## 12607          Application withdrawn by applicant
## 12610              File closed for incompleteness
## 12613                             Loan originated
## 12616          Application withdrawn by applicant
## 12617          Application withdrawn by applicant
## 12623           Loan purchased by the institution
## 12638                             Loan originated
## 12640                             Loan originated
## 12643                             Loan originated
## 12646          Application withdrawn by applicant
## 12677                             Loan originated
## 12685       Application approved but not accepted
## 12700 Application denied by financial institution
## 12703                             Loan originated
## 12706          Application withdrawn by applicant
## 12739                             Loan originated
## 12745          Application withdrawn by applicant
## 12748 Application denied by financial institution
## 12790                             Loan originated
## 12799 Application denied by financial institution
## 12823 Application denied by financial institution
## 12826                             Loan originated
## 12833                             Loan originated
## 12835 Application denied by financial institution
## 12842          Application withdrawn by applicant
## 12847 Application denied by financial institution
## 12859 Application denied by financial institution
## 12862                             Loan originated
## 12865       Application approved but not accepted
## 12882                             Loan originated
## 12886          Application withdrawn by applicant
## 12892                             Loan originated
## 12895          Application withdrawn by applicant
## 12901                             Loan originated
## 12940           Loan purchased by the institution
## 12946                             Loan originated
## 12958       Application approved but not accepted
## 12981           Loan purchased by the institution
## 13009              File closed for incompleteness
## 13015          Application withdrawn by applicant
## 13020                             Loan originated
## 13039       Application approved but not accepted
## 13048 Application denied by financial institution
## 13073 Application denied by financial institution
## 13075 Application denied by financial institution
## 13078          Application withdrawn by applicant
## 13081 Application denied by financial institution
## 13087                             Loan originated
## 13093                             Loan originated
## 13114                             Loan originated
## 13120          Application withdrawn by applicant
## 13123                             Loan originated
## 13135          Application withdrawn by applicant
## 13141                             Loan originated
## 13147                             Loan originated
## 13153              File closed for incompleteness
## 13155                             Loan originated
## 13171 Application denied by financial institution
## 13180                             Loan originated
## 13189                             Loan originated
## 13192                             Loan originated
## 13198           Loan purchased by the institution
## 13207              File closed for incompleteness
## 13209 Application denied by financial institution
## 13213                             Loan originated
## 13219       Application approved but not accepted
## 13222                             Loan originated
## 13228          Application withdrawn by applicant
## 13231 Application denied by financial institution
## 13246              File closed for incompleteness
## 13249 Application denied by financial institution
## 13273          Application withdrawn by applicant
## 13285          Application withdrawn by applicant
## 13289 Application denied by financial institution
## 13315 Application denied by financial institution
## 13333       Application approved but not accepted
## 13336                             Loan originated
## 13339                             Loan originated
## 13381          Application withdrawn by applicant
## 13393          Application withdrawn by applicant
## 13406              File closed for incompleteness
## 13411                             Loan originated
## 13412                             Loan originated
## 13414                             Loan originated
## 13420           Loan purchased by the institution
## 13421              File closed for incompleteness
## 13423                             Loan originated
## 13435 Application denied by financial institution
## 13447 Application denied by financial institution
## 13453                             Loan originated
## 13457                             Loan originated
## 13477 Application denied by financial institution
## 13483                             Loan originated
## 13492                             Loan originated
## 13495          Application withdrawn by applicant
## 13504                             Loan originated
## 13513 Application denied by financial institution
## 13522                             Loan originated
## 13525                             Loan originated
## 13540                             Loan originated
## 13543          Application withdrawn by applicant
## 13552                             Loan originated
## 13561 Application denied by financial institution
## 13570           Loan purchased by the institution
## 13579          Application withdrawn by applicant
## 13597          Application withdrawn by applicant
## 13612 Application denied by financial institution
## 13621 Application denied by financial institution
## 13627                             Loan originated
## 13630                             Loan originated
## 13636                             Loan originated
## 13646                             Loan originated
## 13651                             Loan originated
## 13657 Application denied by financial institution
## 13663                             Loan originated
## 13669 Application denied by financial institution
## 13680                             Loan originated
## 13708          Application withdrawn by applicant
## 13720                             Loan originated
## 13723 Application denied by financial institution
## 13727                             Loan originated
## 13732                             Loan originated
## 13741          Application withdrawn by applicant
## 13745                             Loan originated
## 13755          Application withdrawn by applicant
## 13771 Application denied by financial institution
## 13789 Application denied by financial institution
## 13803                             Loan originated
## 13832           Loan purchased by the institution
## 13836                             Loan originated
## 13852 Application denied by financial institution
## 13861                             Loan originated
## 13907 Application denied by financial institution
## 13913 Application denied by financial institution
## 13915          Application withdrawn by applicant
## 13936                             Loan originated
## 13939                             Loan originated
## 13942                             Loan originated
## 13966 Application denied by financial institution
## 13975          Application withdrawn by applicant
## 13984 Application denied by financial institution
## 13993                             Loan originated
## 13997                             Loan originated
## 14011                             Loan originated
## 14053                             Loan originated
## 14065          Application withdrawn by applicant
## 14092                             Loan originated
## 14095                             Loan originated
## 14099                             Loan originated
## 14107                             Loan originated
## 14113 Application denied by financial institution
## 14114                             Loan originated
## 14131 Application denied by financial institution
## 14152                             Loan originated
## 14155 Application denied by financial institution
## 14161                             Loan originated
## 14194          Application withdrawn by applicant
## 14197                             Loan originated
## 14203                             Loan originated
## 14221                             Loan originated
## 14224                             Loan originated
## 14236                             Loan originated
## 14239          Application withdrawn by applicant
## 14243 Application denied by financial institution
## 14245          Application withdrawn by applicant
## 14248                             Loan originated
## 14257              File closed for incompleteness
## 14259 Application denied by financial institution
## 14278                             Loan originated
## 14290                             Loan originated
## 14293          Application withdrawn by applicant
## 14298                             Loan originated
## 14299          Application withdrawn by applicant
## 14301                             Loan originated
## 14323 Application denied by financial institution
## 14335              File closed for incompleteness
## 14338          Application withdrawn by applicant
## 14341                             Loan originated
## 14353 Application denied by financial institution
## 14362                             Loan originated
## 14367                             Loan originated
## 14374                             Loan originated
## 14380                             Loan originated
## 14389                             Loan originated
## 14392                             Loan originated
## 14398                             Loan originated
## 14401                             Loan originated
## 14404                             Loan originated
## 14411                             Loan originated
## 14414                             Loan originated
## 14419                             Loan originated
## 14425          Application withdrawn by applicant
## 14434                             Loan originated
## 14437          Application withdrawn by applicant
## 14443 Application denied by financial institution
## 14449                             Loan originated
## 14455                             Loan originated
## 14464              File closed for incompleteness
## 14471                             Loan originated
## 14473       Application approved but not accepted
## 14491          Application withdrawn by applicant
## 14533 Application denied by financial institution
## 14536                             Loan originated
## 14548 Application denied by financial institution
## 14555                             Loan originated
## 14568                             Loan originated
## 14591           Loan purchased by the institution
## 14601          Application withdrawn by applicant
## 14617          Application withdrawn by applicant
## 14629                             Loan originated
## 14639          Application withdrawn by applicant
## 14657          Application withdrawn by applicant
## 14660       Application approved but not accepted
## 14664                             Loan originated
## 14668                             Loan originated
## 14690              File closed for incompleteness
## 14692                             Loan originated
## 14695                             Loan originated
## 14710                             Loan originated
## 14713          Application withdrawn by applicant
## 14725          Application withdrawn by applicant
## 14731          Application withdrawn by applicant
## 14743 Application denied by financial institution
## 14749 Application denied by financial institution
## 14752                             Loan originated
## 14767          Application withdrawn by applicant
## 14794 Application denied by financial institution
## 14806                             Loan originated
## 14815                             Loan originated
## 14816                             Loan originated
## 14825                             Loan originated
## 14833                             Loan originated
## 14896                             Loan originated
## 14906                             Loan originated
## 14930 Application denied by financial institution
## 14932          Application withdrawn by applicant
## 14956                             Loan originated
## 14974                             Loan originated
## 14983          Application withdrawn by applicant
## 14992                             Loan originated
## 14995 Application denied by financial institution
## 15012                             Loan originated
## 15038                             Loan originated
## 15043                             Loan originated
## 15082                             Loan originated
## 15103                             Loan originated
## 15112                             Loan originated
## 15127                             Loan originated
## 15154          Application withdrawn by applicant
## 15175 Application denied by financial institution
## 15177 Application denied by financial institution
## 15191              File closed for incompleteness
## 15211                             Loan originated
## 15229          Application withdrawn by applicant
## 15232                             Loan originated
## 15235 Application denied by financial institution
## 15244 Application denied by financial institution
## 15253 Application denied by financial institution
## 15262                             Loan originated
## 15265                             Loan originated
## 15286                             Loan originated
## 15292                             Loan originated
## 15304          Application withdrawn by applicant
## 15315          Application withdrawn by applicant
## 15317 Application denied by financial institution
## 15319                             Loan originated
## 15322                             Loan originated
## 15327 Application denied by financial institution
## 15334       Application approved but not accepted
## 15339          Application withdrawn by applicant
## 15343                             Loan originated
## 15365                             Loan originated
## 15367                             Loan originated
## 15370                             Loan originated
## 15402                             Loan originated
## 15403 Application denied by financial institution
## 15410 Application denied by financial institution
## 15441              File closed for incompleteness
## 15446           Loan purchased by the institution
## 15508 Application denied by financial institution
## 15520                             Loan originated
## 15532       Application approved but not accepted
## 15541          Application withdrawn by applicant
## 15550              File closed for incompleteness
## 15556 Application denied by financial institution
## 15565 Application denied by financial institution
## 15573 Application denied by financial institution
## 15574                             Loan originated
## 15588                             Loan originated
## 15600                             Loan originated
## 15601                             Loan originated
## 15617 Application denied by financial institution
## 15628          Application withdrawn by applicant
## 15631                             Loan originated
## 15641                             Loan originated
## 15646       Application approved but not accepted
## 15661 Application denied by financial institution
## 15667          Application withdrawn by applicant
## 15680 Application denied by financial institution
## 15699 Application denied by financial institution
## 15715                             Loan originated
## 15723           Loan purchased by the institution
## 15727 Application denied by financial institution
## 15730                             Loan originated
## 15735                             Loan originated
## 15736              File closed for incompleteness
## 15751                             Loan originated
## 15753                             Loan originated
## 15770           Loan purchased by the institution
## 15774                             Loan originated
## 15775 Application denied by financial institution
## 15781 Application denied by financial institution
## 15784                             Loan originated
## 15804                             Loan originated
## 15805          Application withdrawn by applicant
## 15809                             Loan originated
## 15811                             Loan originated
## 15829                             Loan originated
## 15834                             Loan originated
## 15856                             Loan originated
## 15863              File closed for incompleteness
## 15867                             Loan originated
## 15868 Application denied by financial institution
## 15871                             Loan originated
## 15877 Application denied by financial institution
## 15883          Application withdrawn by applicant
## 15910 Application denied by financial institution
## 15915                             Loan originated
## 15983                             Loan originated
## 15988                             Loan originated
## 15991 Application denied by financial institution
## 16000          Application withdrawn by applicant
## 16024 Application denied by financial institution
## 16033              File closed for incompleteness
## 16039                             Loan originated
## 16045                             Loan originated
## 16048 Application denied by financial institution
## 16057          Application withdrawn by applicant
## 16060                             Loan originated
## 16066          Application withdrawn by applicant
## 16081       Application approved but not accepted
## 16090              File closed for incompleteness
## 16100          Application withdrawn by applicant
## 16101          Application withdrawn by applicant
## 16129 Application denied by financial institution
## 16137       Application approved but not accepted
## 16144                             Loan originated
## 16159 Application denied by financial institution
## 16162          Application withdrawn by applicant
## 16167                             Loan originated
## 16174                             Loan originated
## 16176                             Loan originated
## 16180          Application withdrawn by applicant
## 16195                             Loan originated
## 16197                             Loan originated
## 16201                             Loan originated
## 16203                             Loan originated
## 16209              File closed for incompleteness
## 16222 Application denied by financial institution
## 16228          Application withdrawn by applicant
## 16243          Application withdrawn by applicant
## 16248                             Loan originated
## 16256                             Loan originated
## 16261       Application approved but not accepted
## 16267                             Loan originated
## 16273          Application withdrawn by applicant
## 16281              File closed for incompleteness
## 16285                             Loan originated
## 16287                             Loan originated
## 16293       Application approved but not accepted
## 16294                             Loan originated
## 16309                             Loan originated
## 16312          Application withdrawn by applicant
## 16321 Application denied by financial institution
## 16341       Application approved but not accepted
## 16349           Loan purchased by the institution
## 16354                             Loan originated
## 16362                             Loan originated
## 16365          Application withdrawn by applicant
## 16383                             Loan originated
## 16405          Application withdrawn by applicant
## 16409                             Loan originated
## 16414                             Loan originated
## 16423                             Loan originated
## 16437          Application withdrawn by applicant
## 16459 Application denied by financial institution
## 16462                             Loan originated
## 16468                             Loan originated
## 16519          Application withdrawn by applicant
## 16525                             Loan originated
## 16531          Application withdrawn by applicant
## 16549              File closed for incompleteness
## 16555                             Loan originated
## 16556          Application withdrawn by applicant
## 16573           Loan purchased by the institution
## 16576                             Loan originated
## 16582                             Loan originated
## 16597                             Loan originated
## 16601 Application denied by financial institution
## 16611 Application denied by financial institution
## 16624                             Loan originated
## 16631       Application approved but not accepted
## 16635       Application approved but not accepted
## 16643 Application denied by financial institution
## 16648           Loan purchased by the institution
## 16651                             Loan originated
## 16653                             Loan originated
## 16660                             Loan originated
## 16684                             Loan originated
## 16695          Application withdrawn by applicant
## 16702                             Loan originated
## 16705 Application denied by financial institution
## 16710                             Loan originated
## 16711                             Loan originated
## 16715 Application denied by financial institution
## 16720          Application withdrawn by applicant
## 16722                             Loan originated
## 16732                             Loan originated
## 16741          Application withdrawn by applicant
## 16747          Application withdrawn by applicant
## 16755          Application withdrawn by applicant
## 16756                             Loan originated
## 16758                             Loan originated
## 16759          Application withdrawn by applicant
## 16765       Application approved but not accepted
## 16767 Application denied by financial institution
## 16791       Application approved but not accepted
## 16800                             Loan originated
## 16810                             Loan originated
## 16827          Application withdrawn by applicant
## 16843                             Loan originated
## 16847 Application denied by financial institution
## 16861                             Loan originated
## 16869 Application denied by financial institution
## 16875                             Loan originated
## 16877                             Loan originated
## 16879          Application withdrawn by applicant
## 16889                             Loan originated
## 16891                             Loan originated
## 16894          Application withdrawn by applicant
## 16903                             Loan originated
## 16905                             Loan originated
## 16931       Application approved but not accepted
## 16933          Application withdrawn by applicant
## 16951                             Loan originated
## 16955                             Loan originated
## 16989                             Loan originated
## 17009          Application withdrawn by applicant
## 17035                             Loan originated
## 17044                             Loan originated
## 17045 Application denied by financial institution
## 17059 Application denied by financial institution
## 17071                             Loan originated
## 17074                             Loan originated
## 17080                             Loan originated
## 17086                             Loan originated
## 17088                             Loan originated
## 17094                             Loan originated
## 17102 Application denied by financial institution
## 17113                             Loan originated
## 17116                             Loan originated
## 17117                             Loan originated
## 17130                             Loan originated
## 17133                             Loan originated
## 17143                             Loan originated
## 17145 Application denied by financial institution
## 17149 Application denied by financial institution
## 17151 Application denied by financial institution
## 17161          Application withdrawn by applicant
## 17164                             Loan originated
## 17166                             Loan originated
## 17167 Application denied by financial institution
## 17179 Application denied by financial institution
## 17183       Application approved but not accepted
## 17185                             Loan originated
## 17189                             Loan originated
## 17197       Application approved but not accepted
## 17206          Application withdrawn by applicant
## 17212       Application approved but not accepted
## 17215 Application denied by financial institution
## 17221          Application withdrawn by applicant
## 17233                             Loan originated
## 17238                             Loan originated
## 17239                             Loan originated
## 17244                             Loan originated
## 17260                             Loan originated
## 17263 Application denied by financial institution
## 17272                             Loan originated
## 17278                             Loan originated
## 17281              File closed for incompleteness
## 17311          Application withdrawn by applicant
## 17317          Application withdrawn by applicant
## 17320                             Loan originated
## 17322                             Loan originated
## 17335 Application denied by financial institution
## 17368       Application approved but not accepted
## 17388                             Loan originated
## 17392          Application withdrawn by applicant
## 17424                             Loan originated
## 17425 Application denied by financial institution
## 17428                             Loan originated
## 17440              File closed for incompleteness
## 17465                             Loan originated
## 17494                             Loan originated
## 17497       Application approved but not accepted
## 17514                             Loan originated
## 17531           Loan purchased by the institution
## 17532                             Loan originated
## 17536 Application denied by financial institution
## 17539          Application withdrawn by applicant
## 17541                             Loan originated
## 17545                             Loan originated
## 17557                             Loan originated
## 17560                             Loan originated
## 17562                             Loan originated
## 17578                             Loan originated
## 17584 Application denied by financial institution
## 17587                             Loan originated
## 17591 Application denied by financial institution
## 17592                             Loan originated
## 17594                             Loan originated
## 17602                             Loan originated
## 17617          Application withdrawn by applicant
## 17630                             Loan originated
## 17635                             Loan originated
## 17643 Application denied by financial institution
## 17644                             Loan originated
## 17645          Application withdrawn by applicant
## 17647                             Loan originated
## 17650 Application denied by financial institution
## 17656 Application denied by financial institution
## 17659                             Loan originated
## 17665                             Loan originated
## 17674 Application denied by financial institution
## 17675                             Loan originated
## 17683                             Loan originated
## 17689                             Loan originated
## 17698          Application withdrawn by applicant
## 17701                             Loan originated
## 17707                             Loan originated
## 17713                             Loan originated
## 17719                             Loan originated
## 17737          Application withdrawn by applicant
## 17746                             Loan originated
## 17759                             Loan originated
## 17765                             Loan originated
## 17767                             Loan originated
## 17788                             Loan originated
## 17800                             Loan originated
## 17804                             Loan originated
## 17807                             Loan originated
## 17819                             Loan originated
## 17830           Loan purchased by the institution
## 17833              File closed for incompleteness
## 17836                             Loan originated
## 17837 Application denied by financial institution
## 17849          Application withdrawn by applicant
## 17851 Application denied by financial institution
## 17855                             Loan originated
## 17859 Application denied by financial institution
## 17863 Application denied by financial institution
## 17869 Application denied by financial institution
## 17872       Application approved but not accepted
## 17877                             Loan originated
## 17890                             Loan originated
## 17893          Application withdrawn by applicant
## 17911          Application withdrawn by applicant
## 17913                             Loan originated
## 17920          Application withdrawn by applicant
## 17932                             Loan originated
## 17939                             Loan originated
## 17983                             Loan originated
## 17986                             Loan originated
## 18016                             Loan originated
## 18034 Application denied by financial institution
## 18045 Application denied by financial institution
## 18057                             Loan originated
## 18082 Application denied by financial institution
## 18085                             Loan originated
## 18091                             Loan originated
## 18095 Application denied by financial institution
## 18106                             Loan originated
## 18108                             Loan originated
## 18113                             Loan originated
## 18115          Application withdrawn by applicant
## 18124          Application withdrawn by applicant
## 18130                             Loan originated
## 18137                             Loan originated
## 18142                             Loan originated
## 18147                             Loan originated
## 18161          Application withdrawn by applicant
## 18165 Application denied by financial institution
## 18175 Application denied by financial institution
## 18177                             Loan originated
## 18178                             Loan originated
## 18184                             Loan originated
## 18187                             Loan originated
## 18190              File closed for incompleteness
## 18199                             Loan originated
## 18207 Application denied by financial institution
## 18208                             Loan originated
## 18209                             Loan originated
## 18211                             Loan originated
## 18227                             Loan originated
## 18250                             Loan originated
## 18265              File closed for incompleteness
## 18271 Application denied by financial institution
## 18277                             Loan originated
## 18283 Application denied by financial institution
## 18285          Application withdrawn by applicant
## 18305 Application denied by financial institution
## 18325                             Loan originated
## 18331                             Loan originated
## 18334                             Loan originated
## 18345 Application denied by financial institution
## 18349                             Loan originated
## 18352                             Loan originated
## 18371 Application denied by financial institution
## 18373                             Loan originated
## 18379                             Loan originated
## 18381       Application approved but not accepted
## 18385              File closed for incompleteness
## 18389                             Loan originated
## 18412                             Loan originated
## 18442                             Loan originated
## 18447          Application withdrawn by applicant
## 18470                             Loan originated
## 18478                             Loan originated
## 18495 Application denied by financial institution
## 18499       Application approved but not accepted
## 18507 Application denied by financial institution
## 18516                             Loan originated
## 18517          Application withdrawn by applicant
## 18521                             Loan originated
## 18538          Application withdrawn by applicant
## 18539                             Loan originated
## 18541          Application withdrawn by applicant
## 18549          Application withdrawn by applicant
## 18550          Application withdrawn by applicant
## 18555 Application denied by financial institution
## 18579 Application denied by financial institution
## 18585       Application approved but not accepted
## 18589          Application withdrawn by applicant
## 18595          Application withdrawn by applicant
## 18603          Application withdrawn by applicant
## 18615                             Loan originated
## 18623 Application denied by financial institution
## 18626                             Loan originated
## 18627 Application denied by financial institution
## 18647          Application withdrawn by applicant
## 18652                             Loan originated
## 18658          Application withdrawn by applicant
## 18659          Application withdrawn by applicant
## 18673          Application withdrawn by applicant
## 18682 Application denied by financial institution
## 18688                             Loan originated
## 18703          Application withdrawn by applicant
## 18712                             Loan originated
## 18717 Application denied by financial institution
## 18718                             Loan originated
## 18724                             Loan originated
## 18753              File closed for incompleteness
## 18759 Application denied by financial institution
## 18760          Application withdrawn by applicant
## 18775              File closed for incompleteness
## 18787                             Loan originated
## 18793                             Loan originated
## 18795                             Loan originated
## 18811       Application approved but not accepted
## 18820                             Loan originated
## 18838 Application denied by financial institution
## 18844                             Loan originated
## 18850                             Loan originated
## 18865       Application approved but not accepted
## 18878           Loan purchased by the institution
## 18898          Application withdrawn by applicant
## 18909 Application denied by financial institution
## 18915 Application denied by financial institution
## 18951                             Loan originated
## 18970                             Loan originated
## 18991 Application denied by financial institution
## 18992 Application denied by financial institution
## 18993 Application denied by financial institution
## 18999          Application withdrawn by applicant
## 19000                             Loan originated
## 19006           Loan purchased by the institution
## 19024 Application denied by financial institution
## 19028          Application withdrawn by applicant
## 19037          Application withdrawn by applicant
## 19053                             Loan originated
## 19060                             Loan originated
## 19061 Application denied by financial institution
## 19069                             Loan originated
## 19073                             Loan originated
## 19087                             Loan originated
## 19091                             Loan originated
## 19096                             Loan originated
## 19105 Application denied by financial institution
## 19120                             Loan originated
## 19123              File closed for incompleteness
## 19129          Application withdrawn by applicant
## 19141 Application denied by financial institution
## 19142          Application withdrawn by applicant
## 19168 Application denied by financial institution
## 19177                             Loan originated
## 19198          Application withdrawn by applicant
## 19204                             Loan originated
## 19219          Application withdrawn by applicant
## 19225 Application denied by financial institution
## 19228                             Loan originated
## 19249 Application denied by financial institution
## 19263           Loan purchased by the institution
## 19267          Application withdrawn by applicant
## 19269          Application withdrawn by applicant
## 19273                             Loan originated
## 19291 Application denied by financial institution
## 19297 Application denied by financial institution
## 19325          Application withdrawn by applicant
## 19334                             Loan originated
## 19348              File closed for incompleteness
## 19367          Application withdrawn by applicant
## 19369       Application approved but not accepted
## 19384                             Loan originated
## 19387                             Loan originated
## 19393                             Loan originated
## 19397                             Loan originated
## 19405          Application withdrawn by applicant
## 19411                             Loan originated
## 19414                             Loan originated
## 19423          Application withdrawn by applicant
## 19437       Application approved but not accepted
## 19438                             Loan originated
## 19441 Application denied by financial institution
## 19447 Application denied by financial institution
## 19451                             Loan originated
## 19454                             Loan originated
## 19486          Application withdrawn by applicant
## 19489              File closed for incompleteness
## 19516          Application withdrawn by applicant
## 19519 Application denied by financial institution
## 19546                             Loan originated
## 19587                             Loan originated
## 19602                             Loan originated
## 19603 Application denied by financial institution
## 19611 Application denied by financial institution
## 19629 Application denied by financial institution
## 19655           Loan purchased by the institution
## 19657 Application denied by financial institution
## 19675                             Loan originated
## 19682          Application withdrawn by applicant
## 19691          Application withdrawn by applicant
## 19701 Application denied by financial institution
## 19709          Application withdrawn by applicant
## 19715          Application withdrawn by applicant
## 19720                             Loan originated
## 19723                             Loan originated
## 19729 Application denied by financial institution
## 19735              File closed for incompleteness
## 19753                             Loan originated
## 19754                             Loan originated
## 19756                             Loan originated
## 19761          Application withdrawn by applicant
## 19762                             Loan originated
## 19763          Application withdrawn by applicant
## 19765 Application denied by financial institution
## 19786                             Loan originated
## 19789                             Loan originated
## 19801 Application denied by financial institution
## 19807 Application denied by financial institution
## 19811          Application withdrawn by applicant
## 19816                             Loan originated
## 19817          Application withdrawn by applicant
## 19819                             Loan originated
## 19823                             Loan originated
## 19835                             Loan originated
## 19843       Application approved but not accepted
## 19849                             Loan originated
## 19855                             Loan originated
## 19859 Application denied by financial institution
## 19861       Application approved but not accepted
## 19867              File closed for incompleteness
## 19873                             Loan originated
## 19887                             Loan originated
## 19895 Application denied by financial institution
## 19899                             Loan originated
## 19901          Application withdrawn by applicant
## 19909          Application withdrawn by applicant
## 19925          Application withdrawn by applicant
## 19939 Application denied by financial institution
## 19940                             Loan originated
## 19945          Application withdrawn by applicant
## 19981 Application denied by financial institution
## 19999                             Loan originated
## 20027                             Loan originated
## 20032       Application approved but not accepted
## 20035                             Loan originated
## 20044                             Loan originated
## 20060                             Loan originated
## 20061                             Loan originated
## 20063 Application denied by financial institution
## 20072                             Loan originated
## 20080           Loan purchased by the institution
## 20081          Application withdrawn by applicant
## 20104                             Loan originated
## 20116                             Loan originated
## 20136                             Loan originated
## 20166                             Loan originated
## 20167                             Loan originated
## 20175              File closed for incompleteness
## 20181       Application approved but not accepted
## 20184                             Loan originated
## 20185                             Loan originated
## 20187                             Loan originated
## 20198           Loan purchased by the institution
## 20203                             Loan originated
## 20206                             Loan originated
## 20218                             Loan originated
## 20227              File closed for incompleteness
## 20231                             Loan originated
## 20233              File closed for incompleteness
## 20236                             Loan originated
## 20237                             Loan originated
## 20250                             Loan originated
## 20299 Application denied by financial institution
## 20301 Application denied by financial institution
## 20302          Application withdrawn by applicant
## 20308          Application withdrawn by applicant
## 20326                             Loan originated
## 20332                             Loan originated
## 20339          Application withdrawn by applicant
## 20341                             Loan originated
## 20367              File closed for incompleteness
## 20393          Application withdrawn by applicant
## 20395          Application withdrawn by applicant
## 20398                             Loan originated
## 20399 Application denied by financial institution
## 20401                             Loan originated
## 20409                             Loan originated
## 20410 Application denied by financial institution
## 20416                             Loan originated
## 20418                             Loan originated
## 20428              File closed for incompleteness
## 20433 Application denied by financial institution
## 20439                             Loan originated
## 20449          Application withdrawn by applicant
## 20459                             Loan originated
## 20469 Application denied by financial institution
## 20488              File closed for incompleteness
## 20501              File closed for incompleteness
## 20511 Application denied by financial institution
## 20516                             Loan originated
## 20517 Application denied by financial institution
## 20519                             Loan originated
## 20521                             Loan originated
## 20523       Application approved but not accepted
## 20524          Application withdrawn by applicant
## 20545 Application denied by financial institution
## 20560                             Loan originated
## 20561 Application denied by financial institution
## 20579                             Loan originated
## 20592                             Loan originated
## 20596          Application withdrawn by applicant
## 20605                             Loan originated
## 20621              File closed for incompleteness
## 20631                             Loan originated
## 20644                             Loan originated
## 20653                             Loan originated
## 20685       Application approved but not accepted
## 20686                             Loan originated
## 20701          Application withdrawn by applicant
## 20703          Application withdrawn by applicant
## 20716                             Loan originated
## 20723                             Loan originated
## 20728                             Loan originated
## 20740 Application denied by financial institution
## 20745                             Loan originated
## 20765                             Loan originated
## 20795 Application denied by financial institution
## 20812          Application withdrawn by applicant
## 20815          Application withdrawn by applicant
## 20824                             Loan originated
## 20836                             Loan originated
## 20841                             Loan originated
## 20845                             Loan originated
## 20849          Application withdrawn by applicant
## 20853 Application denied by financial institution
## 20872                             Loan originated
## 20886                             Loan originated
## 20897 Application denied by financial institution
## 20907                             Loan originated
## 20917 Application denied by financial institution
## 20920                             Loan originated
## 20926 Application denied by financial institution
## 20944       Application approved but not accepted
## 20962              File closed for incompleteness
## 20968                             Loan originated
## 20980           Loan purchased by the institution
## 20992                             Loan originated
## 21003 Application denied by financial institution
## 21013                             Loan originated
## 21027                             Loan originated
## 21028          Application withdrawn by applicant
## 21046 Application denied by financial institution
## 21049          Application withdrawn by applicant
## 21056           Loan purchased by the institution
## 21095           Loan purchased by the institution
## 21103                             Loan originated
## 21106 Application denied by financial institution
## 21115                             Loan originated
## 21117 Application denied by financial institution
## 21127 Application denied by financial institution
## 21141                             Loan originated
## 21148          Application withdrawn by applicant
## 21153 Application denied by financial institution
## 21155          Application withdrawn by applicant
## 21166          Application withdrawn by applicant
## 21172                             Loan originated
## 21173 Application denied by financial institution
## 21178              File closed for incompleteness
## 21185          Application withdrawn by applicant
## 21202                             Loan originated
## 21208 Application denied by financial institution
## 21217                             Loan originated
## 21219 Application denied by financial institution
## 21220                             Loan originated
## 21229                             Loan originated
## 21231 Application denied by financial institution
## 21255 Application denied by financial institution
## 21256                             Loan originated
## 21261 Application denied by financial institution
## 21269                             Loan originated
## 21271                             Loan originated
## 21277                             Loan originated
## 21280                             Loan originated
## 21292                             Loan originated
## 21295                             Loan originated
## 21305 Application denied by financial institution
## 21319                             Loan originated
## 21327              File closed for incompleteness
## 21328                             Loan originated
## 21346                             Loan originated
## 21364              File closed for incompleteness
## 21377                             Loan originated
## 21391 Application denied by financial institution
## 21415          Application withdrawn by applicant
## 21429          Application withdrawn by applicant
## 21439          Application withdrawn by applicant
## 21445          Application withdrawn by applicant
## 21457       Application approved but not accepted
## 21487          Application withdrawn by applicant
## 21505                             Loan originated
## 21511                             Loan originated
## 21522                             Loan originated
## 21532                             Loan originated
## 21533       Application approved but not accepted
## 21538 Application denied by financial institution
## 21545          Application withdrawn by applicant
## 21557                             Loan originated
## 21563                             Loan originated
## 21571 Application denied by financial institution
## 21574           Loan purchased by the institution
## 21575                             Loan originated
## 21587                             Loan originated
## 21589                             Loan originated
## 21592                             Loan originated
## 21597                             Loan originated
## 21607                             Loan originated
## 21609          Application withdrawn by applicant
## 21622 Application denied by financial institution
## 21635          Application withdrawn by applicant
## 21638 Application denied by financial institution
## 21643 Application denied by financial institution
## 21664                             Loan originated
## 21679                             Loan originated
## 21712              File closed for incompleteness
## 21713                             Loan originated
## 21718          Application withdrawn by applicant
## 21721 Application denied by financial institution
## 21723          Application withdrawn by applicant
## 21725                             Loan originated
## 21727                             Loan originated
## 21733                             Loan originated
## 21736       Application approved but not accepted
## 21739                             Loan originated
## 21743                             Loan originated
## 21745                             Loan originated
## 21751          Application withdrawn by applicant
## 21760                             Loan originated
## 21778                             Loan originated
## 21787                             Loan originated
## 21797                             Loan originated
## 21808 Application denied by financial institution
## 21822                             Loan originated
## 21839          Application withdrawn by applicant
## 21856                             Loan originated
## 21871 Application denied by financial institution
## 21877 Application denied by financial institution
## 21881          Application withdrawn by applicant
## 21886                             Loan originated
## 21903                             Loan originated
## 21905          Application withdrawn by applicant
## 21909                             Loan originated
## 21921                             Loan originated
## 21931       Application approved but not accepted
## 21940          Application withdrawn by applicant
## 21969              File closed for incompleteness
## 21975                             Loan originated
## 21995                             Loan originated
## 21996                             Loan originated
## 22054              File closed for incompleteness
## 22066          Application withdrawn by applicant
## 22095                             Loan originated
## 22102          Application withdrawn by applicant
## 22105 Application denied by financial institution
## 22108                             Loan originated
## 22153          Application withdrawn by applicant
## 22204 Application denied by financial institution
## 22215                             Loan originated
## 22265 Application denied by financial institution
## 22271                             Loan originated
## 22291          Application withdrawn by applicant
## 22294 Application denied by financial institution
## 22303           Loan purchased by the institution
## 22307          Application withdrawn by applicant
## 22329 Application denied by financial institution
## 22333 Application denied by financial institution
## 22336          Application withdrawn by applicant
## 22339 Application denied by financial institution
## 22343                             Loan originated
## 22347                             Loan originated
## 22348          Application withdrawn by applicant
## 22355       Application approved but not accepted
## 22361           Loan purchased by the institution
## 22373                             Loan originated
## 22395                             Loan originated
## 22400                             Loan originated
## 22411 Application denied by financial institution
## 22413                             Loan originated
## 22414                             Loan originated
## 22427                             Loan originated
## 22433                             Loan originated
## 22435 Application denied by financial institution
## 22453                             Loan originated
## 22455                             Loan originated
## 22463          Application withdrawn by applicant
## 22468                             Loan originated
## 22475                             Loan originated
## 22492          Application withdrawn by applicant
## 22497          Application withdrawn by applicant
## 22503 Application denied by financial institution
## 22515          Application withdrawn by applicant
## 22517                             Loan originated
## 22522                             Loan originated
## 22526       Application approved but not accepted
## 22528                             Loan originated
## 22535       Application approved but not accepted
## 22537 Application denied by financial institution
## 22547          Application withdrawn by applicant
## 22551 Application denied by financial institution
## 22552          Application withdrawn by applicant
## 22558                             Loan originated
## 22567          Application withdrawn by applicant
## 22576                             Loan originated
## 22579                             Loan originated
## 22583          Application withdrawn by applicant
## 22589                             Loan originated
## 22591          Application withdrawn by applicant
## 22595                             Loan originated
## 22606                             Loan originated
## 22612                             Loan originated
## 22615                             Loan originated
## 22619 Application denied by financial institution
## 22624          Application withdrawn by applicant
## 22636 Application denied by financial institution
## 22637 Application denied by financial institution
## 22643                             Loan originated
## 22648                             Loan originated
## 22651          Application withdrawn by applicant
## 22665                             Loan originated
## 22666          Application withdrawn by applicant
## 22677 Application denied by financial institution
## 22679                             Loan originated
## 22681                             Loan originated
## 22684                             Loan originated
## 22685 Application denied by financial institution
## 22695 Application denied by financial institution
## 22696       Application approved but not accepted
## 22697                             Loan originated
## 22709                             Loan originated
## 22711 Application denied by financial institution
## 22715                             Loan originated
## 22717 Application denied by financial institution
## 22723                             Loan originated
## 22735                             Loan originated
## 22738                             Loan originated
## 22741          Application withdrawn by applicant
## 22744 Application denied by financial institution
## 22745                             Loan originated
## 22756 Application denied by financial institution
## 22762           Loan purchased by the institution
## 22763                             Loan originated
## 22767 Application denied by financial institution
## 22786                             Loan originated
## 22792          Application withdrawn by applicant
## 22803                             Loan originated
## 22805                             Loan originated
## 22810 Application denied by financial institution
## 22815              File closed for incompleteness
## 22823              File closed for incompleteness
## 22834              File closed for incompleteness
## 22846                             Loan originated
## 22852                             Loan originated
## 22855                             Loan originated
## 22866                             Loan originated
## 22903 Application denied by financial institution
## 22911                             Loan originated
## 22963 Application denied by financial institution
## 22981              File closed for incompleteness
## 22996       Application approved but not accepted
## 23019 Application denied by financial institution
## 23020                             Loan originated
## 23029          Application withdrawn by applicant
## 23038          Application withdrawn by applicant
## 23039                             Loan originated
## 23053                             Loan originated
## 23066 Application denied by financial institution
## 23071           Loan purchased by the institution
## 23078 Application denied by financial institution
## 23079                             Loan originated
## 23089 Application denied by financial institution
## 23095          Application withdrawn by applicant
## 23104 Application denied by financial institution
## 23107                             Loan originated
## 23113                             Loan originated
## 23125 Application denied by financial institution
## 23143                             Loan originated
## 23149 Application denied by financial institution
## 23151       Application approved but not accepted
## 23155              File closed for incompleteness
## 23157                             Loan originated
## 23158                             Loan originated
## 23167                             Loan originated
## 23173          Application withdrawn by applicant
## 23182 Application denied by financial institution
## 23224          Application withdrawn by applicant
## 23230                             Loan originated
## 23245 Application denied by financial institution
## 23254                             Loan originated
## 23257                             Loan originated
## 23265       Application approved but not accepted
## 23299              File closed for incompleteness
## 23302                             Loan originated
## 23321 Application denied by financial institution
## 23325 Application denied by financial institution
## 23329 Application denied by financial institution
## 23337 Application denied by financial institution
## 23356                             Loan originated
## 23369 Application denied by financial institution
## 23387                             Loan originated
## 23407       Application approved but not accepted
## 23416              File closed for incompleteness
## 23423                             Loan originated
## 23432              File closed for incompleteness
## 23435                             Loan originated
## 23446                             Loan originated
## 23449 Application denied by financial institution
## 23452                             Loan originated
## 23475                             Loan originated
## 23479                             Loan originated
## 23480 Application denied by financial institution
## 23481                             Loan originated
## 23485 Application denied by financial institution
## 23507                             Loan originated
## 23522              File closed for incompleteness
## 23539 Application denied by financial institution
## 23545       Application approved but not accepted
## 23547                             Loan originated
## 23563                             Loan originated
## 23566 Application denied by financial institution
## 23573       Application approved but not accepted
## 23576                             Loan originated
## 23584                             Loan originated
## 23593 Application denied by financial institution
## 23596                             Loan originated
## 23599                             Loan originated
## 23606                             Loan originated
## 23607                             Loan originated
## 23608                             Loan originated
## 23619       Application approved but not accepted
## 23629       Application approved but not accepted
## 23631                             Loan originated
## 23648                             Loan originated
## 23656           Loan purchased by the institution
## 23659                             Loan originated
## 23665              File closed for incompleteness
## 23671          Application withdrawn by applicant
## 23677              File closed for incompleteness
## 23683          Application withdrawn by applicant
## 23689              File closed for incompleteness
## 23707       Application approved but not accepted
## 23714       Application approved but not accepted
## 23741                             Loan originated
## 23755       Application approved but not accepted
## 23757                             Loan originated
## 23783 Application denied by financial institution
## 23788          Application withdrawn by applicant
## 23800                             Loan originated
## 23803           Loan purchased by the institution
## 23807                             Loan originated
## 23821                             Loan originated
## 23824 Application denied by financial institution
## 23836          Application withdrawn by applicant
## 23848                             Loan originated
## 23853 Application denied by financial institution
## 23871          Application withdrawn by applicant
## 23883 Application denied by financial institution
## 23890 Application denied by financial institution
## 23909                             Loan originated
## 23914              File closed for incompleteness
## 23918          Application withdrawn by applicant
## 23919       Application approved but not accepted
## 23926                             Loan originated
## 23930                             Loan originated
## 23931          Application withdrawn by applicant
## 23943 Application denied by financial institution
## 23947          Application withdrawn by applicant
## 23950                             Loan originated
## 23963                             Loan originated
## 23969       Application approved but not accepted
## 23974                             Loan originated
## 23979          Application withdrawn by applicant
## 23984 Application denied by financial institution
## 23987       Application approved but not accepted
## 24004       Application approved but not accepted
## 24014 Application denied by financial institution
## 24023                             Loan originated
## 24029                             Loan originated
## 24031                             Loan originated
## 24033          Application withdrawn by applicant
## 24040                             Loan originated
## 24046       Application approved but not accepted
## 24050          Application withdrawn by applicant
## 24051                             Loan originated
## 24081 Application denied by financial institution
## 24087 Application denied by financial institution
## 24098                             Loan originated
## 24105 Application denied by financial institution
## 24107          Application withdrawn by applicant
## 24122                             Loan originated
## 24128       Application approved but not accepted
## 24140          Application withdrawn by applicant
## 24145 Application denied by financial institution
## 24147 Application denied by financial institution
## 24164 Application denied by financial institution
## 24165                             Loan originated
## 24172                             Loan originated
## 24182 Application denied by financial institution
## 24185           Loan purchased by the institution
## 24210                             Loan originated
## 24213                             Loan originated
## 24217          Application withdrawn by applicant
## 24223       Application approved but not accepted
## 24225                             Loan originated
## 24232                             Loan originated
## 24233 Application denied by financial institution
## 24236 Application denied by financial institution
## 24245          Application withdrawn by applicant
## 24248 Application denied by financial institution
## 24254 Application denied by financial institution
## 24272          Application withdrawn by applicant
## 24280       Application approved but not accepted
## 24284                             Loan originated
## 24290 Application denied by financial institution
## 24292          Application withdrawn by applicant
## 24310                             Loan originated
## 24311       Application approved but not accepted
## 24313                             Loan originated
## 24314 Application denied by financial institution
## 24325                             Loan originated
## 24334                             Loan originated
## 24341 Application denied by financial institution
## 24350 Application denied by financial institution
## 24352                             Loan originated
## 24359       Application approved but not accepted
## 24365       Application approved but not accepted
## 24371       Application approved but not accepted
## 24377       Application approved but not accepted
## 24389       Application approved but not accepted
## 24395                             Loan originated
## 24410                             Loan originated
## 24423 Application denied by financial institution
## 24425                             Loan originated
## 24449 Application denied by financial institution
## 24454          Application withdrawn by applicant
## 24464 Application denied by financial institution
## 24466                             Loan originated
## 24472                             Loan originated
## 24473                             Loan originated
## 24488 Application denied by financial institution
## 24490          Application withdrawn by applicant
## 24506 Application denied by financial institution
## 24524 Application denied by financial institution
## 24549          Application withdrawn by applicant
## 24554                             Loan originated
## 24566 Application denied by financial institution
## 24572 Application denied by financial institution
## 24578 Application denied by financial institution
## 24584 Application denied by financial institution
## 24590                             Loan originated
## 24596 Application denied by financial institution
## 24602 Application denied by financial institution
## 24608          Application withdrawn by applicant
## 24610                             Loan originated
## 24614 Application denied by financial institution
## 24658                             Loan originated
## 24670              File closed for incompleteness
## 24675 Application denied by financial institution
## 24682              File closed for incompleteness
## 24700                             Loan originated
## 24722                             Loan originated
## 24723          Application withdrawn by applicant
## 24724                             Loan originated
## 24740                             Loan originated
## 24748              File closed for incompleteness
## 24785 Application denied by financial institution
## 24788 Application denied by financial institution
## 24795              File closed for incompleteness
## 24796                             Loan originated
## 24813                             Loan originated
## 24835              File closed for incompleteness
## 24837              File closed for incompleteness
## 24843                             Loan originated
## 24854                             Loan originated
## 24860                             Loan originated
## 24865                             Loan originated
## 24886                             Loan originated
## 24892          Application withdrawn by applicant
## 24927                             Loan originated
## 24928          Application withdrawn by applicant
## 24940                             Loan originated
## 24946 Application denied by financial institution
## 24950                             Loan originated
## 24951                             Loan originated
## 24956                             Loan originated
## 24965          Application withdrawn by applicant
## 24975       Application approved but not accepted
## 24976 Application denied by financial institution
## 24982              File closed for incompleteness
## 24999       Application approved but not accepted
## 25011                             Loan originated
## 25017                             Loan originated
## 25027          Application withdrawn by applicant
## 25046 Application denied by financial institution
## 25089                             Loan originated
## 25102                             Loan originated
## 25149       Application approved but not accepted
## 25172                             Loan originated
## 25173                             Loan originated
## 25185                             Loan originated
## 25196                             Loan originated
## 25210 Application denied by financial institution
## 25222                             Loan originated
## 25240                             Loan originated
## 25294       Application approved but not accepted
## 25304              File closed for incompleteness
## 25305                             Loan originated
## 25318       Application approved but not accepted
## 25336                             Loan originated
## 25365                             Loan originated
## 25400                             Loan originated
## 25406          Application withdrawn by applicant
## 25426          Application withdrawn by applicant
## 25431                             Loan originated
## 25450              File closed for incompleteness
## 25461 Application denied by financial institution
## 25491 Application denied by financial institution
## 25503                             Loan originated
## 25504           Loan purchased by the institution
## 25534          Application withdrawn by applicant
## 25540 Application denied by financial institution
## 25577                             Loan originated
## 25588                             Loan originated
## 25612                             Loan originated
## 25654                             Loan originated
## 25660                             Loan originated
## 25675       Application approved but not accepted
## 25681                             Loan originated
## 25696                             Loan originated
## 25702                             Loan originated
## 25705                             Loan originated
## 25756              File closed for incompleteness
## 25771                             Loan originated
## 25774                             Loan originated
## 25796          Application withdrawn by applicant
## 25803       Application approved but not accepted
## 25810 Application denied by financial institution
## 25885                             Loan originated
## 25894                             Loan originated
## 25906                             Loan originated
## 25912 Application denied by financial institution
## 25931                             Loan originated
## 25937                             Loan originated
## 25939 Application denied by financial institution
## 25945                             Loan originated
## 25948                             Loan originated
## 25957                             Loan originated
## 25971                             Loan originated
## 26038          Application withdrawn by applicant
## 26067 Application denied by financial institution
## 26068                             Loan originated
## 26077                             Loan originated
## 26080          Application withdrawn by applicant
## 26126                             Loan originated
## 26131              File closed for incompleteness
## 26143           Loan purchased by the institution
## 26155                             Loan originated
## 26184                             Loan originated
## 26188                             Loan originated
## 26194                             Loan originated
## 26296 Application denied by financial institution
## 26314          Application withdrawn by applicant
## 26321                             Loan originated
## 26327           Loan purchased by the institution
## 26365                             Loan originated
## 26371           Loan purchased by the institution
## 26385 Application denied by financial institution
## 26393 Application denied by financial institution
## 26398 Application denied by financial institution
## 26401          Application withdrawn by applicant
## 26431 Application denied by financial institution
## 26432 Application denied by financial institution
## 26443                             Loan originated
## 26455          Application withdrawn by applicant
## 26457       Application approved but not accepted
## 26464 Application denied by financial institution
## 26485                             Loan originated
## 26488       Application approved but not accepted
## 26506 Application denied by financial institution
## 26521                             Loan originated
## 26527                             Loan originated
## 26530                             Loan originated
## 26542          Application withdrawn by applicant
## 26557                             Loan originated
## 26563           Loan purchased by the institution
## 26572 Application denied by financial institution
## 26575                             Loan originated
## 26596                             Loan originated
## 26601                             Loan originated
## 26608          Application withdrawn by applicant
## 26609 Application denied by financial institution
## 26620                             Loan originated
## 26625       Application approved but not accepted
## 26650          Application withdrawn by applicant
## 26651                             Loan originated
## 26683                             Loan originated
## 26708 Application denied by financial institution
## 26725          Application withdrawn by applicant
## 26737                             Loan originated
## 26770 Application denied by financial institution
## 26776          Application withdrawn by applicant
## 26782                             Loan originated
## 26794              File closed for incompleteness
## 26799                             Loan originated
## 26800                             Loan originated
## 26851 Application denied by financial institution
## 26869                             Loan originated
## 26902              File closed for incompleteness
## 26950                             Loan originated
## 26956              File closed for incompleteness
## 26983                             Loan originated
## 27000                             Loan originated
## 27055                             Loan originated
## 27075          Application withdrawn by applicant
## 27077                             Loan originated
## 27082                             Loan originated
## 27092       Application approved but not accepted
## 27111                             Loan originated
## 27136                             Loan originated
## 27163          Application withdrawn by applicant
## 27184                             Loan originated
## 27190                             Loan originated
## 27191                             Loan originated
## 27196                             Loan originated
## 27214 Application denied by financial institution
## 27217          Application withdrawn by applicant
## 27227                             Loan originated
## 27245                             Loan originated
## 27249                             Loan originated
## 27265                             Loan originated
## 27293                             Loan originated
## 27301          Application withdrawn by applicant
## 27304                             Loan originated
## 27309 Application denied by financial institution
## 27316                             Loan originated
## 27322 Application denied by financial institution
## 27328                             Loan originated
## 27334                             Loan originated
## 27338          Application withdrawn by applicant
## 27387                             Loan originated
## 27389                             Loan originated
## 27439          Application withdrawn by applicant
## 27447                             Loan originated
## 27477                             Loan originated
## 27505                             Loan originated
## 27508                             Loan originated
## 27511                             Loan originated
## 27520                             Loan originated
## 27528                             Loan originated
## 27592              File closed for incompleteness
## 27602 Application denied by financial institution
## 27623           Loan purchased by the institution
## 27625                             Loan originated
## 27637          Application withdrawn by applicant
## 27640                             Loan originated
## 27643                             Loan originated
## 27652           Loan purchased by the institution
## 27745 Application denied by financial institution
## 27778 Application denied by financial institution
## 27794          Application withdrawn by applicant
## 27808                             Loan originated
## 27811                             Loan originated
## 27814          Application withdrawn by applicant
## 27826                             Loan originated
## 27856           Loan purchased by the institution
## 27861 Application denied by financial institution
## 27874                             Loan originated
## 27875 Application denied by financial institution
## 27880                             Loan originated
## 27886              File closed for incompleteness
## 27922                             Loan originated
## 27934                             Loan originated
## 27944                             Loan originated
## 27946                             Loan originated
## 27952                             Loan originated
## 27956 Application denied by financial institution
## 27968           Loan purchased by the institution
## 27981                             Loan originated
## 27991                             Loan originated
## 27992                             Loan originated
## 27998          Application withdrawn by applicant
## 28006                             Loan originated
## 28012                             Loan originated
## 28028                             Loan originated
## 28030          Application withdrawn by applicant
## 28034                             Loan originated
## 28040                             Loan originated
## 28044                             Loan originated
## 28052                             Loan originated
## 28084                             Loan originated
## 28095                             Loan originated
## 28104                             Loan originated
## 28108          Application withdrawn by applicant
## 28129          Application withdrawn by applicant
## 28132 Application denied by financial institution
## 28136          Application withdrawn by applicant
## 28147 Application denied by financial institution
## 28156                             Loan originated
## 28185                             Loan originated
## 28196                             Loan originated
## 28198                             Loan originated
## 28201                             Loan originated
## 28223           Loan purchased by the institution
## 28225                             Loan originated
## 28276           Loan purchased by the institution
## 28315                             Loan originated
## 28330                             Loan originated
## 28334 Application denied by financial institution
## 28339          Application withdrawn by applicant
## 28352 Application denied by financial institution
## 28375          Application withdrawn by applicant
## 28384          Application withdrawn by applicant
## 28396                             Loan originated
## 28432                             Loan originated
## 28444                             Loan originated
## 28454              File closed for incompleteness
## 28462 Application denied by financial institution
## 28486       Application approved but not accepted
## 28487                             Loan originated
## 28504                             Loan originated
## 28517                             Loan originated
## 28522                             Loan originated
## 28523           Loan purchased by the institution
## 28529                             Loan originated
## 28544                             Loan originated
## 28547                             Loan originated
## 28552          Application withdrawn by applicant
## 28553                             Loan originated
## 28556 Application denied by financial institution
## 28558 Application denied by financial institution
## 28574                             Loan originated
## 28582          Application withdrawn by applicant
## 28587 Application denied by financial institution
## 28588                             Loan originated
## 28591          Application withdrawn by applicant
## 28601              File closed for incompleteness
## 28604          Application withdrawn by applicant
## 28610                             Loan originated
## 28622 Application denied by financial institution
## 28627                             Loan originated
## 28657 Application denied by financial institution
## 28658                             Loan originated
## 28677                             Loan originated
## 28705                             Loan originated
## 28709                             Loan originated
## 28712 Application denied by financial institution
## 28730                             Loan originated
## 28737 Application denied by financial institution
## 28748 Application denied by financial institution
## 28822          Application withdrawn by applicant
## 28833 Application denied by financial institution
## 28838          Application withdrawn by applicant
## 28843                             Loan originated
## 28868          Application withdrawn by applicant
## 28885          Application withdrawn by applicant
## 28889                             Loan originated
## 28918                             Loan originated
## 28936                             Loan originated
## 28938                             Loan originated
## 28954                             Loan originated
## 28989 Application denied by financial institution
## 29013          Application withdrawn by applicant
## 29021                             Loan originated
## 29032                             Loan originated
## 29050          Application withdrawn by applicant
## 29069              File closed for incompleteness
## 29099                             Loan originated
## 29109 Application denied by financial institution
## 29116 Application denied by financial institution
## 29122                             Loan originated
## 29127                             Loan originated
## 29128                             Loan originated
## 29134                             Loan originated
## 29143                             Loan originated
## 29146                             Loan originated
## 29170                             Loan originated
## 29181 Application denied by financial institution
## 29188 Application denied by financial institution
## 29200                             Loan originated
## 29212 Application denied by financial institution
## 29216              File closed for incompleteness
## 29242                             Loan originated
## 29269 Application denied by financial institution
## 29272          Application withdrawn by applicant
## 29277                             Loan originated
## 29283          Application withdrawn by applicant
## 29303                             Loan originated
## 29311 Application denied by financial institution
## 29331          Application withdrawn by applicant
## 29381                             Loan originated
## 29415 Application denied by financial institution
## 29460                             Loan originated
## 29483                             Loan originated
## 29503                             Loan originated
## 29514                             Loan originated
## 29515 Application denied by financial institution
## 29523 Application denied by financial institution
## 29526                             Loan originated
## 29533 Application denied by financial institution
## 29555                             Loan originated
## 29575                             Loan originated
## 29592                             Loan originated
## 29604                             Loan originated
## 29622                             Loan originated
## 29674                             Loan originated
## 29678 Application denied by financial institution
## 29683                             Loan originated
## 29689                             Loan originated
## 29700                             Loan originated
## 29706                             Loan originated
## 29713       Application approved but not accepted
## 29715                             Loan originated
## 29730                             Loan originated
## 29736                             Loan originated
## 29745 Application denied by financial institution
## 29754                             Loan originated
## 29760                             Loan originated
## 29761 Application denied by financial institution
## 29779                             Loan originated
## 29814                             Loan originated
## 29829 Application denied by financial institution
## 29833                             Loan originated
## 29856                             Loan originated
## 29868                             Loan originated
## 29889                             Loan originated
## 29903                             Loan originated
## 29936 Application denied by financial institution
## 29937                             Loan originated
## 29947          Application withdrawn by applicant
## 29959                             Loan originated
## 29964                             Loan originated
## 29983 Application denied by financial institution
## 30000                             Loan originated
## 30015                             Loan originated
## 30018                             Loan originated
## 30030                             Loan originated
## 30034                             Loan originated
## 30045 Application denied by financial institution
## 30054                             Loan originated
## 30060                             Loan originated
## 30085          Application withdrawn by applicant
## 30093 Application denied by financial institution
## 30138                             Loan originated
## 30144                             Loan originated
## 30162                             Loan originated
## 30167                             Loan originated
## 30180                             Loan originated
## 30221          Application withdrawn by applicant
## 30225 Application denied by financial institution
## 30226                             Loan originated
## 30235 Application denied by financial institution
## 30237          Application withdrawn by applicant
## 30246                             Loan originated
## 30252                             Loan originated
## 30253 Application denied by financial institution
## 30270                             Loan originated
## 30282                             Loan originated
## 30294                             Loan originated
## 30300                             Loan originated
## 30301          Application withdrawn by applicant
## 30303       Application approved but not accepted
## 30318                             Loan originated
## 30342                             Loan originated
## 30343                             Loan originated
## 30353                             Loan originated
## 30354                             Loan originated
## 30359                             Loan originated
## 30381 Application denied by financial institution
## 30408                             Loan originated
## 30414                             Loan originated
## 30426                             Loan originated
## 30429                             Loan originated
## 30444                             Loan originated
## 30453 Application denied by financial institution
## 30465                             Loan originated
## 30476                             Loan originated
## 30484                             Loan originated
## 30485                             Loan originated
## 30503                             Loan originated
## 30511                             Loan originated
## 30517                             Loan originated
## 30519              File closed for incompleteness
## 30533                             Loan originated
## 30534                             Loan originated
## 30540                             Loan originated
## 30558                             Loan originated
## 30564                             Loan originated
## 30576                             Loan originated
## 30588                             Loan originated
## 30594                             Loan originated
## 30605                             Loan originated
## 30648                             Loan originated
## 30654                             Loan originated
## 30666                             Loan originated
## 30678                             Loan originated
## 30684                             Loan originated
## 30685                             Loan originated
## 30715                             Loan originated
## 30716                             Loan originated
## 30717 Application denied by financial institution
## 30738                             Loan originated
## 30744                             Loan originated
## 30756                             Loan originated
## 30762                             Loan originated
## 30768                             Loan originated
## 30774                             Loan originated
## 30780                             Loan originated
## 30786                             Loan originated
## 30809                             Loan originated
## 30835       Application approved but not accepted
## 30840                             Loan originated
## 30845           Loan purchased by the institution
## 30846                             Loan originated
## 30852                             Loan originated
## 30858                             Loan originated
## 30872 Application denied by financial institution
## 30875                             Loan originated
## 30876                             Loan originated
## 30894                             Loan originated
## 30900                             Loan originated
## 30923                             Loan originated
## 30960                             Loan originated
## 30967 Application denied by financial institution
## 30972                             Loan originated
## 30978                             Loan originated
## 30984                             Loan originated
## 30985              File closed for incompleteness
## 30990                             Loan originated
## 30992          Application withdrawn by applicant
## 30996                             Loan originated
## 31002                             Loan originated
## 31005                             Loan originated
## 31008                             Loan originated
## 31014                             Loan originated
## 31017          Application withdrawn by applicant
## 31043                             Loan originated
## 31044                             Loan originated
## 31048                             Loan originated
## 31050                             Loan originated
## 31056                             Loan originated
## 31057 Application denied by financial institution
## 31062                             Loan originated
## 31084                             Loan originated
## 31086                             Loan originated
## 31092                             Loan originated
## 31093                             Loan originated
## 31104                             Loan originated
## 31117              File closed for incompleteness
## 31122                             Loan originated
## 31128                             Loan originated
## 31134                             Loan originated
## 31140                             Loan originated
## 31152                             Loan originated
## 31158                             Loan originated
## 31170                             Loan originated
## 31176                             Loan originated
## 31188                             Loan originated
## 31194                             Loan originated
## 31200                             Loan originated
## 31206                             Loan originated
## 31213          Application withdrawn by applicant
## 31224                             Loan originated
## 31230                             Loan originated
## 31248                             Loan originated
## 31254                             Loan originated
## 31260                             Loan originated
## 31271                             Loan originated
## 31276                             Loan originated
## 31284                             Loan originated
## 31296                             Loan originated
## 31301                             Loan originated
## 31314                             Loan originated
## 31344                             Loan originated
## 31350                             Loan originated
## 31359          Application withdrawn by applicant
## 31362                             Loan originated
## 31368                             Loan originated
## 31371       Application approved but not accepted
## 31374                             Loan originated
## 31380                             Loan originated
## 31390                             Loan originated
## 31392                             Loan originated
## 31398                             Loan originated
## 31405                             Loan originated
## 31411          Application withdrawn by applicant
## 31421          Application withdrawn by applicant
## 31422                             Loan originated
## 31428                             Loan originated
## 31434                             Loan originated
## 31440                             Loan originated
## 31443                             Loan originated
## 31446                             Loan originated
## 31458                             Loan originated
## 31465                             Loan originated
## 31476                             Loan originated
## 31494                             Loan originated
## 31500                             Loan originated
## 31503                             Loan originated
## 31506                             Loan originated
## 31517                             Loan originated
## 31519                             Loan originated
## 31524                             Loan originated
## 31542                             Loan originated
## 31554                             Loan originated
## 31566                             Loan originated
## 31572                             Loan originated
## 31573                             Loan originated
## 31581 Application denied by financial institution
## 31590                             Loan originated
## 31608                             Loan originated
## 31609                             Loan originated
## 31614                             Loan originated
## 31620                             Loan originated
## 31621                             Loan originated
## 31632                             Loan originated
## 31638                             Loan originated
## 31647                             Loan originated
## 31655                             Loan originated
## 31668                             Loan originated
## 31669                             Loan originated
## 31686                             Loan originated
## 31692                             Loan originated
## 31705 Application denied by financial institution
## 31710                             Loan originated
## 31722                             Loan originated
## 31728                             Loan originated
## 31734                             Loan originated
## 31749                             Loan originated
## 31752                             Loan originated
## 31758                             Loan originated
## 31776                             Loan originated
## 31788                             Loan originated
## 31800                             Loan originated
## 31807          Application withdrawn by applicant
## 31824                             Loan originated
## 31830                             Loan originated
## 31836                             Loan originated
## 31843                             Loan originated
## 31848                             Loan originated
## 31849 Application denied by financial institution
## 31866                             Loan originated
## 31872                             Loan originated
## 31878                             Loan originated
## 31884                             Loan originated
## 31890                             Loan originated
## 31896                             Loan originated
## 31902                             Loan originated
## 31905          Application withdrawn by applicant
## 31908                             Loan originated
## 31932                             Loan originated
## 31936 Application denied by financial institution
## 31938                             Loan originated
## 31944                             Loan originated
## 31945                             Loan originated
## 31950                             Loan originated
## 31956                             Loan originated
## 31957          Application withdrawn by applicant
## 31962                             Loan originated
## 31968                             Loan originated
## 31974                             Loan originated
## 32010                             Loan originated
## 32015                             Loan originated
## 32023                             Loan originated
## 32027                             Loan originated
## 32046                             Loan originated
## 32051                             Loan originated
## 32052                             Loan originated
## 32058                             Loan originated
## 32064                             Loan originated
## 32070                             Loan originated
## 32082                             Loan originated
## 32088                             Loan originated
## 32094                             Loan originated
## 32096                             Loan originated
## 32100                             Loan originated
## 32117                             Loan originated
## 32118                             Loan originated
## 32125          Application withdrawn by applicant
## 32130                             Loan originated
## 32136                             Loan originated
## 32148                             Loan originated
## 32154                             Loan originated
## 32155                             Loan originated
## 32160                             Loan originated
## 32172                             Loan originated
## 32178                             Loan originated
## 32190                             Loan originated
## 32196                             Loan originated
## 32201                             Loan originated
## 32202                             Loan originated
## 32207                             Loan originated
## 32208                             Loan originated
## 32212       Application approved but not accepted
## 32226                             Loan originated
## 32232                             Loan originated
## 32238                             Loan originated
## 32246       Application approved but not accepted
## 32256                             Loan originated
## 32270                             Loan originated
## 32292                             Loan originated
## 32304                             Loan originated
## 32306 Application denied by financial institution
## 32313                             Loan originated
## 32316                             Loan originated
## 32318                             Loan originated
## 32322                             Loan originated
## 32323          Application withdrawn by applicant
## 32324          Application withdrawn by applicant
## 32334                             Loan originated
## 32336 Application denied by financial institution
## 32354          Application withdrawn by applicant
## 32356          Application withdrawn by applicant
## 32358                             Loan originated
## 32360                             Loan originated
## 32365                             Loan originated
## 32366                             Loan originated
## 32372                             Loan originated
## 32377          Application withdrawn by applicant
## 32388                             Loan originated
## 32394                             Loan originated
## 32406                             Loan originated
## 32418                             Loan originated
## 32424                             Loan originated
## 32430                             Loan originated
## 32436                             Loan originated
## 32448                             Loan originated
## 32454                             Loan originated
## 32457 Application denied by financial institution
## 32496                             Loan originated
## 32514                             Loan originated
## 32520                             Loan originated
## 32532                             Loan originated
## 32544                             Loan originated
## 32553                             Loan originated
## 32556                             Loan originated
## 32562                             Loan originated
## 32568                             Loan originated
## 32580                             Loan originated
## 32592                             Loan originated
## 32601                             Loan originated
## 32604                             Loan originated
## 32622                             Loan originated
## 32634                             Loan originated
## 32640                             Loan originated
## 32646                             Loan originated
## 32647          Application withdrawn by applicant
## 32652                             Loan originated
## 32653              File closed for incompleteness
## 32659          Application withdrawn by applicant
## 32664                             Loan originated
## 32676                             Loan originated
## 32678              File closed for incompleteness
## 32685           Loan purchased by the institution
## 32694                             Loan originated
## 32705                             Loan originated
## 32706                             Loan originated
## 32708 Application denied by financial institution
## 32713 Application denied by financial institution
## 32717                             Loan originated
## 32736                             Loan originated
## 32742                             Loan originated
## 32745 Application denied by financial institution
## 32748                             Loan originated
## 32760                             Loan originated
## 32764                             Loan originated
## 32765                             Loan originated
## 32766                             Loan originated
## 32779          Application withdrawn by applicant
## 32784                             Loan originated
## 32790                             Loan originated
## 32794                             Loan originated
## 32807                             Loan originated
## 32808                             Loan originated
## 32820                             Loan originated
## 32826                             Loan originated
## 32831                             Loan originated
## 32832                             Loan originated
## 32838                             Loan originated
## 32844                             Loan originated
## 32850                             Loan originated
## 32857                             Loan originated
## 32868                             Loan originated
## 32871              File closed for incompleteness
## 32873                             Loan originated
## 32874                             Loan originated
## 32892                             Loan originated
## 32899          Application withdrawn by applicant
## 32909          Application withdrawn by applicant
## 32911                             Loan originated
## 32916                             Loan originated
## 32928                             Loan originated
## 32940                             Loan originated
## 32941                             Loan originated
## 32958                             Loan originated
## 32964                             Loan originated
## 32970                             Loan originated
## 32976                             Loan originated
## 32994                             Loan originated
## 33000                             Loan originated
## 33018                             Loan originated
## 33024                             Loan originated
## 33027 Application denied by financial institution
## 33030                             Loan originated
## 33036                             Loan originated
## 33048                             Loan originated
## 33052                             Loan originated
## 33054                             Loan originated
## 33057                             Loan originated
## 33060                             Loan originated
## 33084                             Loan originated
## 33090                             Loan originated
## 33096                             Loan originated
## 33108                             Loan originated
## 33109          Application withdrawn by applicant
## 33120                             Loan originated
## 33125           Loan purchased by the institution
## 33131                             Loan originated
## 33138                             Loan originated
## 33144                             Loan originated
## 33150                             Loan originated
## 33157 Application denied by financial institution
## 33168                             Loan originated
## 33180                             Loan originated
## 33186                             Loan originated
## 33195          Application withdrawn by applicant
## 33204                             Loan originated
## 33216                             Loan originated
## 33223                             Loan originated
## 33228                             Loan originated
## 33231          Application withdrawn by applicant
## 33246                             Loan originated
## 33252                             Loan originated
## 33270                             Loan originated
## 33282                             Loan originated
## 33288                             Loan originated
## 33289                             Loan originated
## 33294                             Loan originated
## 33295                             Loan originated
## 33303              File closed for incompleteness
## 33306                             Loan originated
## 33315          Application withdrawn by applicant
## 33318                             Loan originated
## 33324                             Loan originated
## 33330                             Loan originated
## 33348                             Loan originated
## 33355                             Loan originated
## 33408                             Loan originated
## 33417              File closed for incompleteness
## 33426                             Loan originated
## 33432                             Loan originated
## 33444                             Loan originated
## 33445                             Loan originated
## 33456                             Loan originated
## 33457                             Loan originated
## 33469 Application denied by financial institution
## 33480                             Loan originated
## 33486                             Loan originated
## 33493                             Loan originated
## 33510                             Loan originated
## 33528                             Loan originated
## 33534                             Loan originated
## 33546                             Loan originated
## 33558                             Loan originated
## 33564                             Loan originated
## 33571              File closed for incompleteness
## 33576                             Loan originated
## 33600                             Loan originated
## 33606                             Loan originated
## 33618                             Loan originated
## 33636                             Loan originated
## 33648                             Loan originated
## 33663                             Loan originated
## 33671                             Loan originated
## 33672                             Loan originated
## 33678                             Loan originated
## 33685          Application withdrawn by applicant
## 33690                             Loan originated
## 33708                             Loan originated
## 33714                             Loan originated
## 33715              File closed for incompleteness
## 33738                             Loan originated
## 33751                             Loan originated
## 33773                             Loan originated
## 33774                             Loan originated
## 33786                             Loan originated
## 33793                             Loan originated
## 33797                             Loan originated
## 33805 Application denied by financial institution
## 33816                             Loan originated
## 33817       Application approved but not accepted
## 33824 Application denied by financial institution
## 33882                             Loan originated
## 33894                             Loan originated
## 33912                             Loan originated
## 33918                             Loan originated
## 33919                             Loan originated
## 33920 Application denied by financial institution
## 33924                             Loan originated
## 33926           Loan purchased by the institution
## 33930                             Loan originated
## 33936                             Loan originated
## 33948                             Loan originated
## 33954                             Loan originated
## 33972                             Loan originated
## 33977                             Loan originated
## 33984                             Loan originated
## 33987 Application denied by financial institution
## 34020                             Loan originated
## 34023           Loan purchased by the institution
## 34038                             Loan originated
## 34050                             Loan originated
## 34056                             Loan originated
## 34062                             Loan originated
## 34068                             Loan originated
## 34074                             Loan originated
## 34079          Application withdrawn by applicant
## 34080                             Loan originated
## 34083                             Loan originated
## 34086                             Loan originated
## 34092                             Loan originated
## 34098                             Loan originated
## 34101                             Loan originated
## 34105                             Loan originated
## 34110                             Loan originated
## 34116                             Loan originated
## 34122                             Loan originated
## 34131              File closed for incompleteness
## 34134                             Loan originated
## 34147                             Loan originated
## 34158                             Loan originated
## 34164                             Loan originated
## 34174                             Loan originated
## 34176                             Loan originated
## 34206                             Loan originated
## 34208       Application approved but not accepted
## 34212                             Loan originated
## 34215                             Loan originated
## 34218                             Loan originated
## 34220                             Loan originated
## 34222                             Loan originated
## 34224                             Loan originated
## 34225                             Loan originated
## 34260                             Loan originated
## 34266                             Loan originated
## 34271          Application withdrawn by applicant
## 34272                             Loan originated
## 34278                             Loan originated
## 34289          Application withdrawn by applicant
## 34290                             Loan originated
## 34292                             Loan originated
## 34296                             Loan originated
## 34308                             Loan originated
## 34326                             Loan originated
## 34327          Application withdrawn by applicant
## 34338                             Loan originated
## 34350                             Loan originated
## 34360                             Loan originated
## 34368                             Loan originated
## 34369                             Loan originated
## 34392                             Loan originated
## 34423                             Loan originated
## 34428                             Loan originated
## 34440                             Loan originated
## 34445                             Loan originated
## 34452                             Loan originated
## 34458                             Loan originated
## 34470                             Loan originated
## 34477              File closed for incompleteness
## 34484              File closed for incompleteness
## 34492                             Loan originated
## 34494                             Loan originated
## 34497          Application withdrawn by applicant
## 34500                             Loan originated
## 34502       Application approved but not accepted
## 34514                             Loan originated
## 34518                             Loan originated
## 34522          Application withdrawn by applicant
## 34528 Application denied by financial institution
## 34530                             Loan originated
## 34536                             Loan originated
## 34547 Application denied by financial institution
## 34548                             Loan originated
## 34550 Application denied by financial institution
## 34554                             Loan originated
## 34566                             Loan originated
## 34568 Application denied by financial institution
## 34571       Application approved but not accepted
## 34572                             Loan originated
## 34600                             Loan originated
## 34611 Application denied by financial institution
## 34616                             Loan originated
## 34628 Application denied by financial institution
## 34634 Application denied by financial institution
## 34638                             Loan originated
## 34640                             Loan originated
## 34651                             Loan originated
## 34652 Application denied by financial institution
## 34656                             Loan originated
## 34677          Application withdrawn by applicant
## 34680                             Loan originated
## 34687 Application denied by financial institution
## 34695                             Loan originated
## 34700       Application approved but not accepted
## 34701                             Loan originated
## 34712 Application denied by financial institution
## 34715 Application denied by financial institution
## 34722                             Loan originated
## 34724       Application approved but not accepted
## 34726                             Loan originated
## 34730 Application denied by financial institution
## 34736 Application denied by financial institution
## 34738 Application denied by financial institution
## 34742 Application denied by financial institution
## 34748          Application withdrawn by applicant
## 34758                             Loan originated
## 34770                             Loan originated
## 34772 Application denied by financial institution
## 34788                             Loan originated
## 34790 Application denied by financial institution
## 34808 Application denied by financial institution
## 34812                             Loan originated
## 34817          Application withdrawn by applicant
## 34818                             Loan originated
## 34820 Application denied by financial institution
## 34830                             Loan originated
## 34831          Application withdrawn by applicant
## 34838          Application withdrawn by applicant
## 34840 Application denied by financial institution
## 34844                             Loan originated
## 34848                             Loan originated
## 34850 Application denied by financial institution
## 34854                             Loan originated
## 34862 Application denied by financial institution
## 34865                             Loan originated
## 34868                             Loan originated
## 34874                             Loan originated
## 34878                             Loan originated
## 34880                             Loan originated
## 34884                             Loan originated
## 34886                             Loan originated
## 34896                             Loan originated
## 34901                             Loan originated
## 34904 Application denied by financial institution
## 34908                             Loan originated
## 34915                             Loan originated
## 34920                             Loan originated
## 34926                             Loan originated
## 34928                             Loan originated
## 34931                             Loan originated
## 34932                             Loan originated
## 34938                             Loan originated
## 34939 Application denied by financial institution
## 34944                             Loan originated
## 34950                             Loan originated
## 34955          Application withdrawn by applicant
## 34962                             Loan originated
## 34968                             Loan originated
## 34974                             Loan originated
## 34986                             Loan originated
## 34992                             Loan originated
## 34997          Application withdrawn by applicant
## 34999                             Loan originated
## 35000 Application denied by financial institution
## 35004                             Loan originated
## 35010                             Loan originated
## 35012 Application denied by financial institution
## 35013                             Loan originated
## 35016                             Loan originated
## 35017                             Loan originated
## 35028                             Loan originated
## 35029                             Loan originated
## 35032       Application approved but not accepted
## 35034                             Loan originated
## 35036                             Loan originated
## 35041 Application denied by financial institution
## 35046                             Loan originated
## 35052                             Loan originated
## 35054                             Loan originated
## 35058                             Loan originated
## 35060          Application withdrawn by applicant
## 35064                             Loan originated
## 35072 Application denied by financial institution
## 35076                             Loan originated
## 35085                             Loan originated
## 35094                             Loan originated
## 35100                             Loan originated
## 35101                             Loan originated
## 35106                             Loan originated
## 35108          Application withdrawn by applicant
## 35116                             Loan originated
## 35118                             Loan originated
## 35124                             Loan originated
## 35126          Application withdrawn by applicant
## 35127          Application withdrawn by applicant
## 35144                             Loan originated
## 35148                             Loan originated
## 35154                             Loan originated
## 35156                             Loan originated
## 35168                             Loan originated
## 35174 Application denied by financial institution
## 35184                             Loan originated
## 35185          Application withdrawn by applicant
## 35208                             Loan originated
## 35215 Application denied by financial institution
## 35238                             Loan originated
## 35240 Application denied by financial institution
## 35242                             Loan originated
## 35244                             Loan originated
## 35250                             Loan originated
## 35251                             Loan originated
## 35292                             Loan originated
## 35294 Application denied by financial institution
## 35298                             Loan originated
## 35317                             Loan originated
## 35322                             Loan originated
## 35328                             Loan originated
## 35330 Application denied by financial institution
## 35335                             Loan originated
## 35346                             Loan originated
## 35348 Application denied by financial institution
## 35352                             Loan originated
## 35358                             Loan originated
## 35370                             Loan originated
## 35372 Application denied by financial institution
## 35376                             Loan originated
## 35382                             Loan originated
## 35388                             Loan originated
## 35394                             Loan originated
## 35400                             Loan originated
## 35402                             Loan originated
## 35406                             Loan originated
## 35408          Application withdrawn by applicant
## 35412                             Loan originated
## 35430                             Loan originated
## 35431                             Loan originated
## 35448                             Loan originated
## 35450              File closed for incompleteness
## 35454                             Loan originated
## 35455 Application denied by financial institution
## 35460                             Loan originated
## 35466                             Loan originated
## 35472                             Loan originated
## 35478                             Loan originated
## 35484                             Loan originated
## 35485                             Loan originated
## 35490                             Loan originated
## 35496                             Loan originated
## 35498          Application withdrawn by applicant
## 35502                             Loan originated
## 35514                             Loan originated
## 35516 Application denied by financial institution
## 35520                             Loan originated
## 35521          Application withdrawn by applicant
## 35522          Application withdrawn by applicant
## 35525 Application denied by financial institution
## 35528 Application denied by financial institution
## 35532                             Loan originated
## 35538                             Loan originated
## 35544                             Loan originated
## 35586                             Loan originated
## 35598                             Loan originated
## 35601                             Loan originated
## 35616                             Loan originated
## 35619          Application withdrawn by applicant
## 35622                             Loan originated
## 35634                             Loan originated
## 35640                             Loan originated
## 35646                             Loan originated
## 35652                             Loan originated
## 35653           Loan purchased by the institution
## 35664                             Loan originated
## 35676                             Loan originated
## 35678 Application denied by financial institution
## 35686                             Loan originated
## 35688                             Loan originated
## 35703 Application denied by financial institution
## 35724                             Loan originated
## 35730                             Loan originated
## 35737                             Loan originated
## 35742                             Loan originated
## 35748                             Loan originated
## 35760                             Loan originated
## 35784                             Loan originated
## 35789                             Loan originated
## 35790                             Loan originated
## 35802                             Loan originated
## 35814                             Loan originated
## 35820                             Loan originated
## 35910                             Loan originated
## 35921                             Loan originated
## 35922                             Loan originated
## 35925 Application denied by financial institution
## 35937 Application denied by financial institution
## 35946                             Loan originated
## 35970                             Loan originated
## 35979 Application denied by financial institution
## 36006                             Loan originated
## 36013 Application denied by financial institution
## 36015          Application withdrawn by applicant
## 36043                             Loan originated
## 36073                             Loan originated
## 36087                             Loan originated
## 36141 Application denied by financial institution
## 36174                             Loan originated
## 36189          Application withdrawn by applicant
## 36192                             Loan originated
## 36226                             Loan originated
## 36261                             Loan originated
## 36265       Application approved but not accepted
## 36283                             Loan originated
## 36304       Application approved but not accepted
## 36315                             Loan originated
## 36363       Application approved but not accepted
## 36400 Application denied by financial institution
## 36419                             Loan originated
## 36432                             Loan originated
## 36475 Application denied by financial institution
## 36492                             Loan originated
## 36525 Application denied by financial institution
## 36569          Application withdrawn by applicant
## 36596 Application denied by financial institution
## 36600                             Loan originated
## 36630                             Loan originated
## 36637 Application denied by financial institution
## 36641                             Loan originated
## 36748                             Loan originated
## 36789       Application approved but not accepted
## 36799 Application denied by financial institution
## 36843          Application withdrawn by applicant
## 36849 Application denied by financial institution
## 36866                             Loan originated
## 36883                             Loan originated
## 36901                             Loan originated
## 36924                             Loan originated
## 36995 Application denied by financial institution
## 37077                             Loan originated
## 37113 Application denied by financial institution
## 37167                             Loan originated
## 37171 Application denied by financial institution
## 37201                             Loan originated
## 37207              File closed for incompleteness
## 37262                             Loan originated
## 37323              File closed for incompleteness
## 37387 Application denied by financial institution
## 37393 Application denied by financial institution
## 37402          Application withdrawn by applicant
## 37419          Application withdrawn by applicant
## 37435 Application denied by financial institution
## 37442                             Loan originated
## 37448                             Loan originated
## 37484                             Loan originated
## 37579           Loan purchased by the institution
## 37584                             Loan originated
## 37591                             Loan originated
## 37644                             Loan originated
## 37681 Application denied by financial institution
## 37692                             Loan originated
## 37701          Application withdrawn by applicant
## 37761          Application withdrawn by applicant
## 37783 Application denied by financial institution
## 37784                             Loan originated
## 37813 Application denied by financial institution
## 37821                             Loan originated
## 37832                             Loan originated
## 37862                             Loan originated
## 37868              File closed for incompleteness
## 37888                             Loan originated
## 37896                             Loan originated
## 37968                             Loan originated
## 37970                             Loan originated
## 38000                             Loan originated
## 38014           Loan purchased by the institution
## 38036                             Loan originated
## 38042                             Loan originated
## 38077                             Loan originated
## 38126                             Loan originated
## 38145 Application denied by financial institution
## 38149 Application denied by financial institution
## 38164 Application denied by financial institution
## 38166                             Loan originated
## 38200 Application denied by financial institution
## 38241                             Loan originated
## 38263 Application denied by financial institution
## 38280                             Loan originated
## 38334                             Loan originated
## 38346                             Loan originated
## 38440                             Loan originated
## 38462           Loan purchased by the institution
## 38476                             Loan originated
## 38481                             Loan originated
## 38492                             Loan originated
## 38565 Application denied by financial institution
## 38599 Application denied by financial institution
## 38605 Application denied by financial institution
## 38673 Application denied by financial institution
## 38695          Application withdrawn by applicant
## 38709          Application withdrawn by applicant
## 38717 Application denied by financial institution
## 38719 Application denied by financial institution
## 38760                             Loan originated
## 38777       Application approved but not accepted
## 38841                             Loan originated
## 38874                             Loan originated
## 38921 Application denied by financial institution
## 38924                             Loan originated
## 38946                             Loan originated
## 38970                             Loan originated
## 38976                             Loan originated
## 38990                             Loan originated
## 39011                             Loan originated
## 39012                             Loan originated
## 39030                             Loan originated
## 39036                             Loan originated
## 39041                             Loan originated
## 39066                             Loan originated
## 39078                             Loan originated
## 39090                             Loan originated
## 39096                             Loan originated
## 39124                             Loan originated
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## 39188                             Loan originated
## 39192                             Loan originated
## 39201                             Loan originated
## 39204                             Loan originated
## 39210                             Loan originated
## 39222                             Loan originated
## 39234                             Loan originated
## 39237       Application approved but not accepted
## 39246                             Loan originated
## 39252                             Loan originated
## 39258                             Loan originated
## 39285 Application denied by financial institution
## 39288                             Loan originated
## 39292              File closed for incompleteness
## 39313 Application denied by financial institution
## 39348                             Loan originated
## 39397          Application withdrawn by applicant
## 39420                             Loan originated
## 39423 Application denied by financial institution
## 39432                             Loan originated
## 39453                             Loan originated
## 39486                             Loan originated
## 39493                             Loan originated
## 39498                             Loan originated
## 39505                             Loan originated
## 39523                             Loan originated
## 39528                             Loan originated
## 39534                             Loan originated
## 39541          Application withdrawn by applicant
## 39546                             Loan originated
## 39555          Application withdrawn by applicant
## 39558                             Loan originated
## 39564                             Loan originated
## 39570                             Loan originated
## 39576                             Loan originated
## 39578           Loan purchased by the institution
## 39582                             Loan originated
## 39585          Application withdrawn by applicant
## 39588                             Loan originated
## 39594                             Loan originated
## 39595                             Loan originated
## 39599 Application denied by financial institution
## 39606                             Loan originated
## 39618                             Loan originated
## 39624                             Loan originated
## 39625          Application withdrawn by applicant
## 39627          Application withdrawn by applicant
## 39630                             Loan originated
## 39631              File closed for incompleteness
## 39636                             Loan originated
## 39637                             Loan originated
## 39642                             Loan originated
## 39647 Application denied by financial institution
## 39648                             Loan originated
## 39654                             Loan originated
## 39660                             Loan originated
## 39666                             Loan originated
## 39678                             Loan originated
## 39686                             Loan originated
## 39701                             Loan originated
## 39728                             Loan originated
## 39732                             Loan originated
## 39758           Loan purchased by the institution
## 39762                             Loan originated
## 39768                             Loan originated
## 39780                             Loan originated
## 39798                             Loan originated
## 39810                             Loan originated
## 39816                             Loan originated
## 39828                             Loan originated
## 39829                             Loan originated
## 39834                             Loan originated
## 39851                             Loan originated
## 39858                             Loan originated
## 39879                             Loan originated
## 39889          Application withdrawn by applicant
## 39906                             Loan originated
## 39919 Application denied by financial institution
## 39940                             Loan originated
## 39948                             Loan originated
## 39960                             Loan originated
## 40034                             Loan originated
## 40068                             Loan originated
## 40069          Application withdrawn by applicant
## 40073                             Loan originated
## 40135                             Loan originated
## 40146                             Loan originated
## 40152                             Loan originated
## 40204 Application denied by financial institution
## 40218                             Loan originated
## 40240 Application denied by financial institution
## 40278                             Loan originated
## 40282 Application denied by financial institution
## 40302                             Loan originated
## 40310                             Loan originated
## 40317                             Loan originated
## 40340                             Loan originated
## 40345                             Loan originated
## 40379                             Loan originated
## 40381                             Loan originated
## 40386                             Loan originated
## 40393              File closed for incompleteness
## 40396                             Loan originated
## 40413       Application approved but not accepted
## 40429          Application withdrawn by applicant
## 40465          Application withdrawn by applicant
## 40488                             Loan originated
## 40501                             Loan originated
## 40512                             Loan originated
## 40529                             Loan originated
## 40530                             Loan originated
## 40550                             Loan originated
## 40567                             Loan originated
## 40639 Application denied by financial institution
## 40640                             Loan originated
## 40645                             Loan originated
## 40661                             Loan originated
## 40705          Application withdrawn by applicant
## 40707       Application approved but not accepted
## 40716                             Loan originated
## 40731          Application withdrawn by applicant
## 40740                             Loan originated
## 40741 Application denied by financial institution
## 40744                             Loan originated
## 40762                             Loan originated
## 40803          Application withdrawn by applicant
## 40807          Application withdrawn by applicant
## 40817                             Loan originated
## 40853          Application withdrawn by applicant
## 40877           Loan purchased by the institution
## 40897          Application withdrawn by applicant
## 40929                             Loan originated
## 40978              File closed for incompleteness
## 40983 Application denied by financial institution
## 40995          Application withdrawn by applicant
## 41037 Application denied by financial institution
## 41041                             Loan originated
## 41047 Application denied by financial institution
## 41119          Application withdrawn by applicant
## 41149 Application denied by financial institution
## 41176              File closed for incompleteness
## 41191                             Loan originated
## 41218                             Loan originated
## 41229           Loan purchased by the institution
## 41241                             Loan originated
## 41316                             Loan originated
## 41320          Application withdrawn by applicant
## 41332                             Loan originated
## 41355 Application denied by financial institution
## 41365 Application denied by financial institution
## 41368 Application denied by financial institution
## 41381                             Loan originated
## 41406                             Loan originated
## 41448                             Loan originated
## 41479                             Loan originated
## 41499       Application approved but not accepted
## 41515                             Loan originated
## 41526                             Loan originated
## 41561       Application approved but not accepted
## 41574                             Loan originated
## 41584                             Loan originated
## 41592                             Loan originated
## 41602                             Loan originated
## 41608           Loan purchased by the institution
## 41628                             Loan originated
## 41644                             Loan originated
## 41692                             Loan originated
## 41708                             Loan originated
## 41733 Application denied by financial institution
## 41769          Application withdrawn by applicant
## 41822           Loan purchased by the institution
## 41828                             Loan originated
## 41857                             Loan originated
## 41858                             Loan originated
## 41865 Application denied by financial institution
## 41871 Application denied by financial institution
## 41925              File closed for incompleteness
## 41931                             Loan originated
## 41991                             Loan originated
## 42039 Application denied by financial institution
## 42088                             Loan originated
## 42094                             Loan originated
## 42173                             Loan originated
## 42182                             Loan originated
## 42211                             Loan originated
## 42222                             Loan originated
## 42224       Application approved but not accepted
## 42267 Application denied by financial institution
## 42274                             Loan originated
## 42278                             Loan originated
## 42285                             Loan originated
## 42308                             Loan originated
## 42314                             Loan originated
## 42358                             Loan originated
## 42359 Application denied by financial institution
## 42422                             Loan originated
## 42451                             Loan originated
## 42454                             Loan originated
## 42458                             Loan originated
## 42508                             Loan originated
## 42584              File closed for incompleteness
## 42676 Application denied by financial institution
## 42687                             Loan originated
## 42694                             Loan originated
## 42794                             Loan originated
## 42825                             Loan originated
## 42826          Application withdrawn by applicant
## 42858                             Loan originated
## 42892                             Loan originated
## 42916 Application denied by financial institution
## 42920          Application withdrawn by applicant
## 42925                             Loan originated
## 43000                             Loan originated
## 43021                             Loan originated
## 43060                             Loan originated
## 43066                             Loan originated
## 43072                             Loan originated
## 43092                             Loan originated
## 43102          Application withdrawn by applicant
## 43107                             Loan originated
## 43126                             Loan originated
## 43128                             Loan originated
## 43143          Application withdrawn by applicant
## 43151                             Loan originated
## 43155       Application approved but not accepted
## 43209                             Loan originated
## 43210 Application denied by financial institution
## 43379          Application withdrawn by applicant
## 43396          Application withdrawn by applicant
## 43401 Application denied by financial institution
## 43440                             Loan originated
## 43470                             Loan originated
## 43485 Application denied by financial institution
## 43521 Application denied by financial institution
## 43524                             Loan originated
## 43530                             Loan originated
## 43548                             Loan originated
## 43554                             Loan originated
## 43557 Application denied by financial institution
## 43575 Application denied by financial institution
## 43578                             Loan originated
## 43584                             Loan originated
## 43626                             Loan originated
## 43638                             Loan originated
## 43710                             Loan originated
## 43720          Application withdrawn by applicant
## 43726                             Loan originated
## 43754          Application withdrawn by applicant
## 43930                             Loan originated
## 43952                             Loan originated
## 43983 Application denied by financial institution
## 43989                             Loan originated
## 44012                             Loan originated
## 44044                             Loan originated
## 44054                             Loan originated
## 44068                             Loan originated
## 44110 Application denied by financial institution
## 44169 Application denied by financial institution
## 44225          Application withdrawn by applicant
## 44251          Application withdrawn by applicant
## 44256                             Loan originated
## 44268                             Loan originated
## 44286                             Loan originated
## 44298                             Loan originated
## 44308                             Loan originated
## 44316                             Loan originated
## 44321           Loan purchased by the institution
## 44325 Application denied by financial institution
## 44331       Application approved but not accepted
## 44358                             Loan originated
## 44364                             Loan originated
## 44376                             Loan originated
## 44382                             Loan originated
## 44388                             Loan originated
## 44400                             Loan originated
## 44412                             Loan originated
## 44418                             Loan originated
## 44424                             Loan originated
## 44432           Loan purchased by the institution
## 44436                             Loan originated
## 44438                             Loan originated
## 44448                             Loan originated
## 44454                             Loan originated
## 44464          Application withdrawn by applicant
## 44474                             Loan originated
## 44510           Loan purchased by the institution
## 44520                             Loan originated
## 44537          Application withdrawn by applicant
## 44538                             Loan originated
## 44566                             Loan originated
## 44599                             Loan originated
## 44625          Application withdrawn by applicant
## 44639                             Loan originated
## 44646                             Loan originated
## 44648                             Loan originated
## 44652                             Loan originated
## 44694                             Loan originated
## 44698                             Loan originated
## 44715 Application denied by financial institution
## 44746                             Loan originated
## 44747          Application withdrawn by applicant
## 44785 Application denied by financial institution
## 44801 Application denied by financial institution
## 44848          Application withdrawn by applicant
## 44879                             Loan originated
## 44938                             Loan originated
## 45003 Application denied by financial institution
## 45100                             Loan originated
## 45108                             Loan originated
## 45153                             Loan originated
## 45171          Application withdrawn by applicant
## 45205 Application denied by financial institution
## 45339                             Loan originated
## 45351          Application withdrawn by applicant
## 45361 Application denied by financial institution
## 45386           Loan purchased by the institution
## 45434                             Loan originated
## 45443                             Loan originated
## 45452                             Loan originated
## 45482          Application withdrawn by applicant
## 45486                             Loan originated
## 45519                             Loan originated
## 45525                             Loan originated
## 45633 Application denied by financial institution
## 45641           Loan purchased by the institution
## 45646                             Loan originated
## 45660                             Loan originated
## 45676           Loan purchased by the institution
## 45690                             Loan originated
## 45714                             Loan originated
## 45717       Application approved but not accepted
## 45741 Application denied by financial institution
## 45778                             Loan originated
## 45877                             Loan originated
## 45928 Application denied by financial institution
## 45975          Application withdrawn by applicant
## 46035                             Loan originated
## 46093 Application denied by financial institution
## 46137                             Loan originated
## 46144       Application approved but not accepted
## 46228          Application withdrawn by applicant
## 46229                             Loan originated
## 46251 Application denied by financial institution
## 46269 Application denied by financial institution
## 46275          Application withdrawn by applicant
## 46311          Application withdrawn by applicant
## 46455                             Loan originated
## 46472                             Loan originated
## 46498                             Loan originated
## 46608                             Loan originated
## 46624                             Loan originated
## 46654                             Loan originated
## 46659                             Loan originated
## 46707 Application denied by financial institution
## 46717           Loan purchased by the institution
## 46743 Application denied by financial institution
## 46751                             Loan originated
## 46763                             Loan originated
## 46786                             Loan originated
## 46809       Application approved but not accepted
## 46869          Application withdrawn by applicant
## 46890                             Loan originated
## 46936                             Loan originated
## 46938                             Loan originated
## 46959              File closed for incompleteness
## 47030                             Loan originated
## 47040                             Loan originated
## 47092          Application withdrawn by applicant
## 47115          Application withdrawn by applicant
## 47187                             Loan originated
## 47261                             Loan originated
## 47343 Application denied by financial institution
## 47356                             Loan originated
## 47445 Application denied by financial institution
## 47517              File closed for incompleteness
## 47556                             Loan originated
## 47568                             Loan originated
## 47574                             Loan originated
## 47584 Application denied by financial institution
## 47606                             Loan originated
## 47610                             Loan originated
## 47616                             Loan originated
## 47644                             Loan originated
## 47646                             Loan originated
## 47683 Application denied by financial institution
## 47706                             Loan originated
## 47713              File closed for incompleteness
## 47718                             Loan originated
## 47724                             Loan originated
## 47736                             Loan originated
## 47742                             Loan originated
## 47755                             Loan originated
## 47756 Application denied by financial institution
## 47777                             Loan originated
## 47778                             Loan originated
## 47784                             Loan originated
## 47796                             Loan originated
## 47805 Application denied by financial institution
## 47824                             Loan originated
## 47839                             Loan originated
## 47844                             Loan originated
## 47875              File closed for incompleteness
## 47899 Application denied by financial institution
## 47929                             Loan originated
## 47955 Application denied by financial institution
## 47975       Application approved but not accepted
## 47983              File closed for incompleteness
## 48033                             Loan originated
## 48062                             Loan originated
## 48095                             Loan originated
## 48161                             Loan originated
## 48192                             Loan originated
## 48204                             Loan originated
## 48225          Application withdrawn by applicant
## 48288                             Loan originated
## 48295          Application withdrawn by applicant
## 48315          Application withdrawn by applicant
## 48316          Application withdrawn by applicant
## 48317                             Loan originated
## 48339 Application denied by financial institution
## 48340          Application withdrawn by applicant
## 48425                             Loan originated
## 48532 Application denied by financial institution
## 48553                             Loan originated
## 48586                             Loan originated
## 48682                             Loan originated
## 48743              File closed for incompleteness
## 48748                             Loan originated
## 48759          Application withdrawn by applicant
## 48766              File closed for incompleteness
## 48778                             Loan originated
## 48788                             Loan originated
## 48793                             Loan originated
## 48799                             Loan originated
## 48811           Loan purchased by the institution
## 48814 Application denied by financial institution
## 48834                             Loan originated
## 48844                             Loan originated
## 48988                             Loan originated
## 49015                             Loan originated
## 49045                             Loan originated
## 49054          Application withdrawn by applicant
## 49055           Loan purchased by the institution
## 49069                             Loan originated
## 49091 Application denied by financial institution
## 49146                             Loan originated
## 49161 Application denied by financial institution
## 49165                             Loan originated
## 49177          Application withdrawn by applicant
## 49222                             Loan originated
## 49229                             Loan originated
## 49235 Application denied by financial institution
## 49243                             Loan originated
## 49253                             Loan originated
## 49297              File closed for incompleteness
## 49389 Application denied by financial institution
## 49398                             Loan originated
## 49416                             Loan originated
## 49419 Application denied by financial institution
## 49425                             Loan originated
## 49431       Application approved but not accepted
## 49452                             Loan originated
## 49469          Application withdrawn by applicant
## 49498                             Loan originated
## 49559              File closed for incompleteness
## 49576          Application withdrawn by applicant
## 49589                             Loan originated
## 49594                             Loan originated
## 49602                             Loan originated
## 49685                             Loan originated
## 49705                             Loan originated
## 49717                             Loan originated
## 49749          Application withdrawn by applicant
## 49763          Application withdrawn by applicant
## 49769                             Loan originated
## 49771                             Loan originated
## 49779 Application denied by financial institution
## 49785 Application denied by financial institution
## 49877                             Loan originated
## 49923          Application withdrawn by applicant
## 49924          Application withdrawn by applicant
## 49926                             Loan originated
## 50012                             Loan originated
## 50047                             Loan originated
## 50055       Application approved but not accepted
## 50060                             Loan originated
## 50062          Application withdrawn by applicant
## 50079          Application withdrawn by applicant
## 50092                             Loan originated
## 50098                             Loan originated
## 50105                             Loan originated
## 50124                             Loan originated
## 50130                             Loan originated
## 50142                             Loan originated
## 50145                             Loan originated
## 50148                             Loan originated
## 50158          Application withdrawn by applicant
## 50160                             Loan originated
## 50166                             Loan originated
## 50172                             Loan originated
## 50200                             Loan originated
## 50220                             Loan originated
## 50224          Application withdrawn by applicant
## 50227                             Loan originated
## 50302                             Loan originated
## 50340                             Loan originated
## 50352                             Loan originated
## 50358                             Loan originated
## 50364                             Loan originated
## 50371                             Loan originated
## 50376                             Loan originated
## 50377          Application withdrawn by applicant
## 50382                             Loan originated
## 50385                             Loan originated
## 50394                             Loan originated
## 50400                             Loan originated
## 50412                             Loan originated
## 50424                             Loan originated
## 50443           Loan purchased by the institution
## 50454                             Loan originated
## 50469 Application denied by financial institution
## 50472                             Loan originated
## 50481                             Loan originated
## 50484                             Loan originated
## 50490                             Loan originated
## 50495                             Loan originated
## 50502                             Loan originated
## 50526                             Loan originated
## 50538                             Loan originated
## 50556                             Loan originated
## 50573                             Loan originated
## 50574                             Loan originated
## 50580                             Loan originated
## 50586                             Loan originated
## 50598                             Loan originated
## 50604                             Loan originated
## 50610                             Loan originated
## 50622                             Loan originated
## 50633 Application denied by financial institution
## 50634                             Loan originated
## 50646                             Loan originated
## 50658                             Loan originated
## 50659                             Loan originated
## 50668       Application approved but not accepted
## 50682                             Loan originated
## 50736                             Loan originated
## 50743                             Loan originated
## 50748                             Loan originated
## 50760                             Loan originated
## 50772                             Loan originated
## 50808                             Loan originated
## 50815              File closed for incompleteness
## 50862                             Loan originated
##                                         msamd_name        county_name
## 1     New York, Jersey City, White Plains - NY, NJ    New York County
## 7     New York, Jersey City, White Plains - NY, NJ    New York County
## 9     New York, Jersey City, White Plains - NY, NJ    New York County
## 37    New York, Jersey City, White Plains - NY, NJ    New York County
## 51    New York, Jersey City, White Plains - NY, NJ    Richmond County
## 87    New York, Jersey City, White Plains - NY, NJ       Kings County
## 112   New York, Jersey City, White Plains - NY, NJ    New York County
## 154                                                     Otsego County
## 171   New York, Jersey City, White Plains - NY, NJ       Kings County
## 177   New York, Jersey City, White Plains - NY, NJ      Orange County
## 224            Dutchess County, Putnam County - NY    Dutchess County
## 238   New York, Jersey City, White Plains - NY, NJ    New York County
## 248                 Albany, Schenectady, Troy - NY      Albany County
## 250   New York, Jersey City, White Plains - NY, NJ    New York County
## 315   New York, Jersey City, White Plains - NY, NJ       Kings County
## 331   New York, Jersey City, White Plains - NY, NJ       Kings County
## 332                                                Cattaraugus County
## 334   New York, Jersey City, White Plains - NY, NJ       Kings County
## 336   New York, Jersey City, White Plains - NY, NJ      Queens County
## 361   New York, Jersey City, White Plains - NY, NJ       Kings County
## 399   New York, Jersey City, White Plains - NY, NJ      Queens County
## 454   New York, Jersey City, White Plains - NY, NJ    New York County
## 458   New York, Jersey City, White Plains - NY, NJ       Bronx County
## 472   New York, Jersey City, White Plains - NY, NJ       Kings County
## 482            Dutchess County, Putnam County - NY    Dutchess County
## 515   New York, Jersey City, White Plains - NY, NJ       Kings County
## 544                                                   Columbia County
## 555   New York, Jersey City, White Plains - NY, NJ       Kings County
## 628   New York, Jersey City, White Plains - NY, NJ       Kings County
## 639   New York, Jersey City, White Plains - NY, NJ       Kings County
## 652   New York, Jersey City, White Plains - NY, NJ    New York County
## 676   New York, Jersey City, White Plains - NY, NJ    New York County
## 687   New York, Jersey City, White Plains - NY, NJ       Kings County
## 693   New York, Jersey City, White Plains - NY, NJ       Kings County
## 697   New York, Jersey City, White Plains - NY, NJ       Kings County
## 711   New York, Jersey City, White Plains - NY, NJ       Kings County
## 712   New York, Jersey City, White Plains - NY, NJ    New York County
## 723   New York, Jersey City, White Plains - NY, NJ       Kings County
## 728                                                     Cayuga County
## 735   New York, Jersey City, White Plains - NY, NJ       Kings County
## 766   New York, Jersey City, White Plains - NY, NJ    New York County
## 769                                  Syracuse - NY    Onondaga County
## 790   New York, Jersey City, White Plains - NY, NJ    New York County
## 795   New York, Jersey City, White Plains - NY, NJ       Kings County
## 807   New York, Jersey City, White Plains - NY, NJ       Kings County
## 813   New York, Jersey City, White Plains - NY, NJ       Kings County
## 826   New York, Jersey City, White Plains - NY, NJ    New York County
## 837   New York, Jersey City, White Plains - NY, NJ       Kings County
## 850   New York, Jersey City, White Plains - NY, NJ    New York County
## 856   New York, Jersey City, White Plains - NY, NJ    New York County
## 886   New York, Jersey City, White Plains - NY, NJ    New York County
## 888   New York, Jersey City, White Plains - NY, NJ      Queens County
## 916             Nassau County, Suffolk County - NY      Nassau County
## 933   New York, Jersey City, White Plains - NY, NJ       Kings County
## 952   New York, Jersey City, White Plains - NY, NJ    New York County
## 976   New York, Jersey City, White Plains - NY, NJ    New York County
## 988   New York, Jersey City, White Plains - NY, NJ    New York County
## 1000            Nassau County, Suffolk County - NY      Nassau County
## 1004                                               Cattaraugus County
## 1006            Nassau County, Suffolk County - NY      Nassau County
## 1024            Nassau County, Suffolk County - NY      Nassau County
## 1051  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1059  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 1084  New York, Jersey City, White Plains - NY, NJ    New York County
## 1120  New York, Jersey City, White Plains - NY, NJ    New York County
## 1126  New York, Jersey City, White Plains - NY, NJ    New York County
## 1131  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1133  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1168            Nassau County, Suffolk County - NY      Nassau County
## 1186            Nassau County, Suffolk County - NY      Nassau County
## 1192  New York, Jersey City, White Plains - NY, NJ    New York County
## 1204  New York, Jersey City, White Plains - NY, NJ    New York County
## 1214                                                  Columbia County
## 1294  New York, Jersey City, White Plains - NY, NJ    New York County
## 1306  New York, Jersey City, White Plains - NY, NJ    New York County
## 1307  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1311  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1327  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1353  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1365  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1372  New York, Jersey City, White Plains - NY, NJ    New York County
## 1390  New York, Jersey City, White Plains - NY, NJ    New York County
## 1395  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1461  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1486  New York, Jersey City, White Plains - NY, NJ    New York County
## 1491  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1498            Nassau County, Suffolk County - NY      Nassau County
## 1510  New York, Jersey City, White Plains - NY, NJ    New York County
## 1533           Dutchess County, Putnam County - NY      Putnam County
## 1578  New York, Jersey City, White Plains - NY, NJ      Queens County
## 1588  New York, Jersey City, White Plains - NY, NJ    New York County
## 1594  New York, Jersey City, White Plains - NY, NJ    New York County
## 1612  New York, Jersey City, White Plains - NY, NJ    New York County
## 1623  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 1636  New York, Jersey City, White Plains - NY, NJ    New York County
## 1647  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1660  New York, Jersey City, White Plains - NY, NJ    New York County
## 1679  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1702  New York, Jersey City, White Plains - NY, NJ    New York County
## 1725  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1731  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1737  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1756  New York, Jersey City, White Plains - NY, NJ    New York County
## 1761  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1767  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1774  New York, Jersey City, White Plains - NY, NJ    New York County
## 1798  New York, Jersey City, White Plains - NY, NJ    New York County
## 1803  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1822            Nassau County, Suffolk County - NY      Nassau County
## 1827  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1839  New York, Jersey City, White Plains - NY, NJ      Queens County
## 1892  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 1898                                                  Columbia County
## 1906  New York, Jersey City, White Plains - NY, NJ    New York County
## 1910                Albany, Schenectady, Troy - NY      Albany County
## 1916  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 1924  New York, Jersey City, White Plains - NY, NJ    New York County
## 1936  New York, Jersey City, White Plains - NY, NJ    New York County
## 1953  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1954  New York, Jersey City, White Plains - NY, NJ    New York County
## 1969  New York, Jersey City, White Plains - NY, NJ    New York County
## 1978  New York, Jersey City, White Plains - NY, NJ    New York County
## 1983  New York, Jersey City, White Plains - NY, NJ       Kings County
## 1995  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2036  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 2050            Nassau County, Suffolk County - NY      Nassau County
## 2055  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2110            Nassau County, Suffolk County - NY      Nassau County
## 2164  New York, Jersey City, White Plains - NY, NJ    New York County
## 2187  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 2194  New York, Jersey City, White Plains - NY, NJ    New York County
## 2218            Nassau County, Suffolk County - NY      Nassau County
## 2260  New York, Jersey City, White Plains - NY, NJ    New York County
## 2283  New York, Jersey City, White Plains - NY, NJ      Queens County
## 2290  New York, Jersey City, White Plains - NY, NJ    New York County
## 2318                Albany, Schenectady, Troy - NY      Albany County
## 2332  New York, Jersey City, White Plains - NY, NJ    New York County
## 2335  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2343  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2349  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2355  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2356  New York, Jersey City, White Plains - NY, NJ    New York County
## 2380  New York, Jersey City, White Plains - NY, NJ    New York County
## 2386  New York, Jersey City, White Plains - NY, NJ    New York County
## 2410  New York, Jersey City, White Plains - NY, NJ    New York County
## 2440            Nassau County, Suffolk County - NY      Nassau County
## 2451  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2487  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2491  New York, Jersey City, White Plains - NY, NJ    New York County
## 2505  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2516  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 2523  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2541  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2542  New York, Jersey City, White Plains - NY, NJ    New York County
## 2547  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2554  New York, Jersey City, White Plains - NY, NJ    New York County
## 2566  New York, Jersey City, White Plains - NY, NJ    New York County
## 2590  New York, Jersey City, White Plains - NY, NJ    New York County
## 2625  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 2626            Nassau County, Suffolk County - NY      Nassau County
## 2643  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2656  New York, Jersey City, White Plains - NY, NJ    New York County
## 2665            Nassau County, Suffolk County - NY      Nassau County
## 2704            Nassau County, Suffolk County - NY      Nassau County
## 2746  New York, Jersey City, White Plains - NY, NJ    New York County
## 2747  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2774           Dutchess County, Putnam County - NY    Dutchess County
## 2776  New York, Jersey City, White Plains - NY, NJ    New York County
## 2782  New York, Jersey City, White Plains - NY, NJ    New York County
## 2806  New York, Jersey City, White Plains - NY, NJ    New York County
## 2818  New York, Jersey City, White Plains - NY, NJ    New York County
## 2836  New York, Jersey City, White Plains - NY, NJ    New York County
## 2860  New York, Jersey City, White Plains - NY, NJ    New York County
## 2872  New York, Jersey City, White Plains - NY, NJ    New York County
## 2884  New York, Jersey City, White Plains - NY, NJ    New York County
## 2890  New York, Jersey City, White Plains - NY, NJ    New York County
## 2900                Albany, Schenectady, Troy - NY      Albany County
## 2902  New York, Jersey City, White Plains - NY, NJ    New York County
## 2949  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2951  New York, Jersey City, White Plains - NY, NJ       Kings County
## 2956  New York, Jersey City, White Plains - NY, NJ    New York County
## 2974  New York, Jersey City, White Plains - NY, NJ    New York County
## 3016  New York, Jersey City, White Plains - NY, NJ    New York County
## 3053  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3076  New York, Jersey City, White Plains - NY, NJ    New York County
## 3094            Nassau County, Suffolk County - NY      Nassau County
## 3123  New York, Jersey City, White Plains - NY, NJ      Queens County
## 3166  New York, Jersey City, White Plains - NY, NJ    New York County
## 3213  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3232  New York, Jersey City, White Plains - NY, NJ    New York County
## 3247  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3267  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3274  New York, Jersey City, White Plains - NY, NJ    New York County
## 3280  New York, Jersey City, White Plains - NY, NJ    New York County
## 3286  New York, Jersey City, White Plains - NY, NJ    New York County
## 3292  New York, Jersey City, White Plains - NY, NJ    New York County
## 3334  New York, Jersey City, White Plains - NY, NJ    New York County
## 3339  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3380                Albany, Schenectady, Troy - NY      Albany County
## 3381  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 3387  New York, Jersey City, White Plains - NY, NJ      Queens County
## 3429  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3453  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3466            Nassau County, Suffolk County - NY      Nassau County
## 3470                               Binghamton - NY      Broome County
## 3495  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 3520  New York, Jersey City, White Plains - NY, NJ    New York County
## 3542           Dutchess County, Putnam County - NY    Dutchess County
## 3544  New York, Jersey City, White Plains - NY, NJ    New York County
## 3575  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3580            Nassau County, Suffolk County - NY      Nassau County
## 3586  New York, Jersey City, White Plains - NY, NJ    New York County
## 3591  New York, Jersey City, White Plains - NY, NJ      Queens County
## 3592  New York, Jersey City, White Plains - NY, NJ    New York County
## 3615  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3630           Dutchess County, Putnam County - NY    Dutchess County
## 3660  New York, Jersey City, White Plains - NY, NJ      Queens County
## 3664  New York, Jersey City, White Plains - NY, NJ    New York County
## 3690  New York, Jersey City, White Plains - NY, NJ      Queens County
## 3736  New York, Jersey City, White Plains - NY, NJ    New York County
## 3743  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3749  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3768           Dutchess County, Putnam County - NY    Dutchess County
## 3775  New York, Jersey City, White Plains - NY, NJ    New York County
## 3790  New York, Jersey City, White Plains - NY, NJ    New York County
## 3796            Nassau County, Suffolk County - NY      Nassau County
## 3797  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3837  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3862            Nassau County, Suffolk County - NY      Nassau County
## 3874  New York, Jersey City, White Plains - NY, NJ    New York County
## 3887  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3899  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3904  New York, Jersey City, White Plains - NY, NJ    New York County
## 3921  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3922  New York, Jersey City, White Plains - NY, NJ    New York County
## 3934  New York, Jersey City, White Plains - NY, NJ    New York County
## 3975  New York, Jersey City, White Plains - NY, NJ       Kings County
## 3982  New York, Jersey City, White Plains - NY, NJ    New York County
## 4018  New York, Jersey City, White Plains - NY, NJ    New York County
## 4054  New York, Jersey City, White Plains - NY, NJ    New York County
## 4072  New York, Jersey City, White Plains - NY, NJ    New York County
## 4108  New York, Jersey City, White Plains - NY, NJ    New York County
## 4126            Nassau County, Suffolk County - NY      Nassau County
## 4174  New York, Jersey City, White Plains - NY, NJ    New York County
## 4178                                                  Columbia County
## 4187  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4228  New York, Jersey City, White Plains - NY, NJ    New York County
## 4229  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4233  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4241  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4251  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4253  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4259  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4268           Dutchess County, Putnam County - NY    Dutchess County
## 4276  New York, Jersey City, White Plains - NY, NJ    New York County
## 4283  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4293  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4295  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4299  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4301  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4305  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4306  New York, Jersey City, White Plains - NY, NJ    New York County
## 4310           Dutchess County, Putnam County - NY    Dutchess County
## 4319  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4325  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4330            Nassau County, Suffolk County - NY      Nassau County
## 4331  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4341  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4345  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4349  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4358                                                Chautauqua County
## 4367  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4371  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4375  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4378  New York, Jersey City, White Plains - NY, NJ    New York County
## 4388           Dutchess County, Putnam County - NY    Dutchess County
## 4402  New York, Jersey City, White Plains - NY, NJ    New York County
## 4408  New York, Jersey City, White Plains - NY, NJ    New York County
## 4415  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4433  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4438  New York, Jersey City, White Plains - NY, NJ    New York County
## 4449  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4459  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4474  New York, Jersey City, White Plains - NY, NJ    New York County
## 4527  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4528  New York, Jersey City, White Plains - NY, NJ    New York County
## 4534  New York, Jersey City, White Plains - NY, NJ    New York County
## 4546            Nassau County, Suffolk County - NY      Nassau County
## 4558  New York, Jersey City, White Plains - NY, NJ    New York County
## 4560  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4582            Nassau County, Suffolk County - NY      Nassau County
## 4597  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4606  New York, Jersey City, White Plains - NY, NJ    New York County
## 4621  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4627  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4650  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4662  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4672  New York, Jersey City, White Plains - NY, NJ    New York County
## 4701  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4737  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4743  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4756            Nassau County, Suffolk County - NY      Nassau County
## 4762            Nassau County, Suffolk County - NY      Nassau County
## 4771  New York, Jersey City, White Plains - NY, NJ    New York County
## 4776  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4785  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4791  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4792  New York, Jersey City, White Plains - NY, NJ    New York County
## 4811  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4817  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4823  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4848  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4849  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4852  New York, Jersey City, White Plains - NY, NJ    New York County
## 4859  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4866  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4869  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4870  New York, Jersey City, White Plains - NY, NJ    New York County
## 4881  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4899           Dutchess County, Putnam County - NY      Putnam County
## 4912            Nassau County, Suffolk County - NY      Nassau County
## 4918  New York, Jersey City, White Plains - NY, NJ    New York County
## 4934                Albany, Schenectady, Troy - NY      Albany County
## 4942  New York, Jersey City, White Plains - NY, NJ    New York County
## 4944  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4945  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4946                               Binghamton - NY      Broome County
## 4947  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4954  New York, Jersey City, White Plains - NY, NJ    New York County
## 4963  New York, Jersey City, White Plains - NY, NJ       Kings County
## 4976  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 4978  New York, Jersey City, White Plains - NY, NJ    New York County
## 4980  New York, Jersey City, White Plains - NY, NJ      Queens County
## 4987  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5008  New York, Jersey City, White Plains - NY, NJ    New York County
## 5029  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5035  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5042           Dutchess County, Putnam County - NY    Dutchess County
## 5071  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5073  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 5080  New York, Jersey City, White Plains - NY, NJ    New York County
## 5105  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5110  New York, Jersey City, White Plains - NY, NJ    New York County
## 5127  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5133  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5146            Nassau County, Suffolk County - NY      Nassau County
## 5158  New York, Jersey City, White Plains - NY, NJ    New York County
## 5200            Nassau County, Suffolk County - NY      Nassau County
## 5202  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5218  New York, Jersey City, White Plains - NY, NJ    New York County
## 5229  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5253  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5260  New York, Jersey City, White Plains - NY, NJ    New York County
## 5272  New York, Jersey City, White Plains - NY, NJ    New York County
## 5280  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5302  New York, Jersey City, White Plains - NY, NJ    New York County
## 5331  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5335  New York, Jersey City, White Plains - NY, NJ    New York County
## 5374  New York, Jersey City, White Plains - NY, NJ    New York County
## 5398  New York, Jersey City, White Plains - NY, NJ    New York County
## 5403  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5434  New York, Jersey City, White Plains - NY, NJ    New York County
## 5439  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5443  New York, Jersey City, White Plains - NY, NJ    New York County
## 5445  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5451  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5458  New York, Jersey City, White Plains - NY, NJ    New York County
## 5463  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5481  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5500  New York, Jersey City, White Plains - NY, NJ    New York County
## 5524  New York, Jersey City, White Plains - NY, NJ    New York County
## 5529  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5541  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5548  New York, Jersey City, White Plains - NY, NJ    New York County
## 5551  New York, Jersey City, White Plains - NY, NJ    New York County
## 5560  New York, Jersey City, White Plains - NY, NJ    New York County
## 5575  New York, Jersey City, White Plains - NY, NJ    New York County
## 5578  New York, Jersey City, White Plains - NY, NJ    New York County
## 5581  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5587  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5606           Dutchess County, Putnam County - NY    Dutchess County
## 5620  New York, Jersey City, White Plains - NY, NJ    New York County
## 5631  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5633  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5637  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5644  New York, Jersey City, White Plains - NY, NJ    New York County
## 5645  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5659  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5665  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5667  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5673  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5691  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5692  New York, Jersey City, White Plains - NY, NJ    New York County
## 5697  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5700  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5710  New York, Jersey City, White Plains - NY, NJ    New York County
## 5711  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5722  New York, Jersey City, White Plains - NY, NJ    New York County
## 5727  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5733  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5745  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5747  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5769  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5775  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5786           Dutchess County, Putnam County - NY    Dutchess County
## 5795  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5807  New York, Jersey City, White Plains - NY, NJ       Kings County
## 5810                Albany, Schenectady, Troy - NY      Albany County
## 5821  New York, Jersey City, White Plains - NY, NJ    New York County
## 5824            Nassau County, Suffolk County - NY      Nassau County
## 5860  New York, Jersey City, White Plains - NY, NJ    New York County
## 5878  New York, Jersey City, White Plains - NY, NJ    New York County
## 5956      Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 5974  New York, Jersey City, White Plains - NY, NJ    New York County
## 5980  New York, Jersey City, White Plains - NY, NJ    New York County
## 5986  New York, Jersey City, White Plains - NY, NJ    New York County
## 5988  New York, Jersey City, White Plains - NY, NJ      Queens County
## 5991  New York, Jersey City, White Plains - NY, NJ      Queens County
## 6004  New York, Jersey City, White Plains - NY, NJ    New York County
## 6030  New York, Jersey City, White Plains - NY, NJ      Queens County
## 6042  New York, Jersey City, White Plains - NY, NJ      Queens County
## 6051  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6058  New York, Jersey City, White Plains - NY, NJ    New York County
## 6070            Nassau County, Suffolk County - NY      Nassau County
## 6075  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6083  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6087  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6088  New York, Jersey City, White Plains - NY, NJ    New York County
## 6093  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6095  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6110                                                  Allegany County
## 6142  New York, Jersey City, White Plains - NY, NJ    New York County
## 6178  New York, Jersey City, White Plains - NY, NJ    New York County
## 6184            Nassau County, Suffolk County - NY      Nassau County
## 6187  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6202  New York, Jersey City, White Plains - NY, NJ    New York County
## 6207  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6211  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6226  New York, Jersey City, White Plains - NY, NJ    New York County
## 6237  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 6244  New York, Jersey City, White Plains - NY, NJ    New York County
## 6256            Nassau County, Suffolk County - NY      Nassau County
## 6328  New York, Jersey City, White Plains - NY, NJ    New York County
## 6334  New York, Jersey City, White Plains - NY, NJ    New York County
## 6340            Nassau County, Suffolk County - NY      Nassau County
## 6355  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6358            Nassau County, Suffolk County - NY      Nassau County
## 6370  New York, Jersey City, White Plains - NY, NJ    New York County
## 6376            Nassau County, Suffolk County - NY      Nassau County
## 6379  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6385  New York, Jersey City, White Plains - NY, NJ    New York County
## 6399  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6401  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6413  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6421  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6425  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6431  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6438           Dutchess County, Putnam County - NY      Putnam County
## 6459  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6464  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 6467  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6485  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6492           Dutchess County, Putnam County - NY      Putnam County
## 6495  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6503  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6512           Dutchess County, Putnam County - NY    Dutchess County
## 6517  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6525  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6526            Nassau County, Suffolk County - NY      Nassau County
## 6533  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6543  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6547  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6550  New York, Jersey City, White Plains - NY, NJ    New York County
## 6556  New York, Jersey City, White Plains - NY, NJ    New York County
## 6575  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6581  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6595  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6598  New York, Jersey City, White Plains - NY, NJ    New York County
## 6603  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6609  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6615  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6620  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 6628            Nassau County, Suffolk County - NY      Nassau County
## 6634            Nassau County, Suffolk County - NY      Nassau County
## 6641  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6663  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6689  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 6696           Dutchess County, Putnam County - NY      Putnam County
## 6705  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6726           Dutchess County, Putnam County - NY      Putnam County
## 6730            Nassau County, Suffolk County - NY      Nassau County
## 6731  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6760  New York, Jersey City, White Plains - NY, NJ    New York County
## 6772            Nassau County, Suffolk County - NY      Nassau County
## 6792           Dutchess County, Putnam County - NY      Putnam County
## 6805  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6819  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6826  New York, Jersey City, White Plains - NY, NJ    New York County
## 6844  New York, Jersey City, White Plains - NY, NJ    New York County
## 6862  New York, Jersey City, White Plains - NY, NJ    New York County
## 6865  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6871  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6886            Nassau County, Suffolk County - NY      Nassau County
## 6892  New York, Jersey City, White Plains - NY, NJ    New York County
## 6906           Dutchess County, Putnam County - NY      Putnam County
## 6909  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6913  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6915  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6927  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6928  New York, Jersey City, White Plains - NY, NJ    New York County
## 6943  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6955  New York, Jersey City, White Plains - NY, NJ       Kings County
## 6968                                                   Clinton County
## 6973  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7012  New York, Jersey City, White Plains - NY, NJ    New York County
## 7021  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7024            Nassau County, Suffolk County - NY      Nassau County
## 7031  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7033  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7034           Dutchess County, Putnam County - NY    Dutchess County
## 7035  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7036  New York, Jersey City, White Plains - NY, NJ    New York County
## 7045  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7066      Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 7069  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7078            Nassau County, Suffolk County - NY      Nassau County
## 7087  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7093  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7095  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7111  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7120  New York, Jersey City, White Plains - NY, NJ    New York County
## 7123  New York, Jersey City, White Plains - NY, NJ    New York County
## 7137  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7139  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7163  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 7168  New York, Jersey City, White Plains - NY, NJ    New York County
## 7171  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7175  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 7180  New York, Jersey City, White Plains - NY, NJ    New York County
## 7183  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7189  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7196           Dutchess County, Putnam County - NY    Dutchess County
## 7197  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7198  New York, Jersey City, White Plains - NY, NJ    New York County
## 7207  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7215  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7219  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7221  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7225  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7233  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7237  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7239  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7240  New York, Jersey City, White Plains - NY, NJ    New York County
## 7251  New York, Jersey City, White Plains - NY, NJ      Queens County
## 7252            Nassau County, Suffolk County - NY      Nassau County
## 7255  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7263  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7288  New York, Jersey City, White Plains - NY, NJ    New York County
## 7294  New York, Jersey City, White Plains - NY, NJ    New York County
## 7303  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7306  New York, Jersey City, White Plains - NY, NJ    New York County
## 7318            Nassau County, Suffolk County - NY      Nassau County
## 7319  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7339  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7376                                               Cattaraugus County
## 7381  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7387  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7388                                                   Clinton County
## 7393  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7402  New York, Jersey City, White Plains - NY, NJ    New York County
## 7403  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7405  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7411  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7443                     Watertown, Fort Drum - NY   Jefferson County
## 7447  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7457  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7469  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7498  New York, Jersey City, White Plains - NY, NJ    New York County
## 7516  New York, Jersey City, White Plains - NY, NJ    New York County
## 7522  New York, Jersey City, White Plains - NY, NJ    New York County
## 7530                                                    Otsego County
## 7531  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7540  New York, Jersey City, White Plains - NY, NJ    New York County
## 7541  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7547  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7568                Albany, Schenectady, Troy - NY      Albany County
## 7577  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7578                                                    Otsego County
## 7579  New York, Jersey City, White Plains - NY, NJ    New York County
## 7588  New York, Jersey City, White Plains - NY, NJ    New York County
## 7591  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7594            Nassau County, Suffolk County - NY      Nassau County
## 7601  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7603  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7607  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7612  New York, Jersey City, White Plains - NY, NJ    New York County
## 7615  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7624            Nassau County, Suffolk County - NY      Nassau County
## 7637  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7641  New York, Jersey City, White Plains - NY, NJ      Queens County
## 7649  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7664  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 7671  New York, Jersey City, White Plains - NY, NJ      Queens County
## 7672  New York, Jersey City, White Plains - NY, NJ    New York County
## 7677                     Watertown, Fort Drum - NY   Jefferson County
## 7684  New York, Jersey City, White Plains - NY, NJ    New York County
## 7738  New York, Jersey City, White Plains - NY, NJ    New York County
## 7756  New York, Jersey City, White Plains - NY, NJ    New York County
## 7768  New York, Jersey City, White Plains - NY, NJ    New York County
## 7775  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7780  New York, Jersey City, White Plains - NY, NJ    New York County
## 7786  New York, Jersey City, White Plains - NY, NJ    New York County
## 7805  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7809  New York, Jersey City, White Plains - NY, NJ      Orange County
## 7816  New York, Jersey City, White Plains - NY, NJ    New York County
## 7817  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7828  New York, Jersey City, White Plains - NY, NJ    New York County
## 7829  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 7846  New York, Jersey City, White Plains - NY, NJ    New York County
## 7856                Albany, Schenectady, Troy - NY      Albany County
## 7864  New York, Jersey City, White Plains - NY, NJ    New York County
## 7894            Nassau County, Suffolk County - NY      Nassau County
## 7909  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7915  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7940                Albany, Schenectady, Troy - NY      Albany County
## 7966  New York, Jersey City, White Plains - NY, NJ    New York County
## 7991  New York, Jersey City, White Plains - NY, NJ       Kings County
## 7996  New York, Jersey City, White Plains - NY, NJ    New York County
## 8007  New York, Jersey City, White Plains - NY, NJ      Queens County
## 8015  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8035  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8038            Nassau County, Suffolk County - NY      Nassau County
## 8042  New York, Jersey City, White Plains - NY, NJ       Bronx County
## 8044  New York, Jersey City, White Plains - NY, NJ    New York County
## 8056  New York, Jersey City, White Plains - NY, NJ    New York County
## 8081  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8086  New York, Jersey City, White Plains - NY, NJ    New York County
## 8104  New York, Jersey City, White Plains - NY, NJ    New York County
## 8122  New York, Jersey City, White Plains - NY, NJ    New York County
## 8150                                                  Columbia County
## 8152  New York, Jersey City, White Plains - NY, NJ    New York County
## 8206  New York, Jersey City, White Plains - NY, NJ    New York County
## 8210                                                  Cortland County
## 8212  New York, Jersey City, White Plains - NY, NJ    New York County
## 8266  New York, Jersey City, White Plains - NY, NJ    New York County
## 8267  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8272  New York, Jersey City, White Plains - NY, NJ    New York County
## 8282           Dutchess County, Putnam County - NY    Dutchess County
## 8338  New York, Jersey City, White Plains - NY, NJ    New York County
## 8341  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8344  New York, Jersey City, White Plains - NY, NJ    New York County
## 8353  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8359  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8374            Nassau County, Suffolk County - NY      Nassau County
## 8398            Nassau County, Suffolk County - NY      Nassau County
## 8401  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8404  New York, Jersey City, White Plains - NY, NJ    New York County
## 8439  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 8489  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8533  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8539  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8542            Nassau County, Suffolk County - NY      Nassau County
## 8545  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8561  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8596  New York, Jersey City, White Plains - NY, NJ    New York County
## 8614  New York, Jersey City, White Plains - NY, NJ    New York County
## 8632  New York, Jersey City, White Plains - NY, NJ    New York County
## 8649  New York, Jersey City, White Plains - NY, NJ      Queens County
## 8655  New York, Jersey City, White Plains - NY, NJ      Queens County
## 8669  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 8686  New York, Jersey City, White Plains - NY, NJ    New York County
## 8692            Nassau County, Suffolk County - NY      Nassau County
## 8697                Albany, Schenectady, Troy - NY  Rensselaer County
## 8698  New York, Jersey City, White Plains - NY, NJ    New York County
## 8710  New York, Jersey City, White Plains - NY, NJ    New York County
## 8719  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8740  New York, Jersey City, White Plains - NY, NJ    New York County
## 8758            Nassau County, Suffolk County - NY      Nassau County
## 8783  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 8788            Nassau County, Suffolk County - NY      Nassau County
## 8797  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8806  New York, Jersey City, White Plains - NY, NJ    New York County
## 8812  New York, Jersey City, White Plains - NY, NJ    New York County
## 8818  New York, Jersey City, White Plains - NY, NJ    New York County
## 8821  New York, Jersey City, White Plains - NY, NJ       Kings County
## 8896  New York, Jersey City, White Plains - NY, NJ    New York County
## 8932  New York, Jersey City, White Plains - NY, NJ    New York County
## 9004            Nassau County, Suffolk County - NY      Nassau County
## 9022  New York, Jersey City, White Plains - NY, NJ    New York County
## 9028  New York, Jersey City, White Plains - NY, NJ    New York County
## 9034            Nassau County, Suffolk County - NY      Nassau County
## 9052  New York, Jersey City, White Plains - NY, NJ    New York County
## 9058  New York, Jersey City, White Plains - NY, NJ    New York County
## 9082            Nassau County, Suffolk County - NY      Nassau County
## 9088  New York, Jersey City, White Plains - NY, NJ    New York County
## 9113  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9119  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9141                                                  Franklin County
## 9148  New York, Jersey City, White Plains - NY, NJ    New York County
## 9149  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9155  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9160  New York, Jersey City, White Plains - NY, NJ    New York County
## 9181  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9184            Nassau County, Suffolk County - NY      Nassau County
## 9191  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9196  New York, Jersey City, White Plains - NY, NJ    New York County
## 9197  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9199  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9203  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9205  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9208  New York, Jersey City, White Plains - NY, NJ    New York County
## 9247  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9253  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9256  New York, Jersey City, White Plains - NY, NJ    New York County
## 9271  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9279  New York, Jersey City, White Plains - NY, NJ      Queens County
## 9280  New York, Jersey City, White Plains - NY, NJ    New York County
## 9289  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9295  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9317  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9322            Nassau County, Suffolk County - NY      Nassau County
## 9337  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9340  New York, Jersey City, White Plains - NY, NJ    New York County
## 9359  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9361  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9365  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9371  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9376  New York, Jersey City, White Plains - NY, NJ    New York County
## 9381  New York, Jersey City, White Plains - NY, NJ    Richmond County
## 9415  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9429  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 9436  New York, Jersey City, White Plains - NY, NJ    New York County
## 9484  New York, Jersey City, White Plains - NY, NJ    New York County
## 9496  New York, Jersey City, White Plains - NY, NJ    New York County
## 9502            Nassau County, Suffolk County - NY      Nassau County
## 9526  New York, Jersey City, White Plains - NY, NJ    New York County
## 9532            Nassau County, Suffolk County - NY      Nassau County
## 9535  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9549  New York, Jersey City, White Plains - NY, NJ      Queens County
## 9563  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9574            Nassau County, Suffolk County - NY      Nassau County
## 9580            Nassau County, Suffolk County - NY      Nassau County
## 9586  New York, Jersey City, White Plains - NY, NJ    New York County
## 9625  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9641  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9646  New York, Jersey City, White Plains - NY, NJ    New York County
## 9655  New York, Jersey City, White Plains - NY, NJ    New York County
## 9658  New York, Jersey City, White Plains - NY, NJ    New York County
## 9661  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9688  New York, Jersey City, White Plains - NY, NJ    New York County
## 9700  New York, Jersey City, White Plains - NY, NJ    New York County
## 9701  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9707  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9713  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9717  New York, Jersey City, White Plains - NY, NJ    Rockland County
## 9732  New York, Jersey City, White Plains - NY, NJ      Orange County
## 9754  New York, Jersey City, White Plains - NY, NJ    New York County
## 9756  New York, Jersey City, White Plains - NY, NJ      Orange County
## 9768  New York, Jersey City, White Plains - NY, NJ      Orange County
## 9773  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9821  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9826  New York, Jersey City, White Plains - NY, NJ    New York County
## 9856  New York, Jersey City, White Plains - NY, NJ    New York County
## 9865  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9880            Nassau County, Suffolk County - NY      Nassau County
## 9882  New York, Jersey City, White Plains - NY, NJ      Orange County
## 9889  New York, Jersey City, White Plains - NY, NJ    New York County
## 9895  New York, Jersey City, White Plains - NY, NJ    New York County
## 9907  New York, Jersey City, White Plains - NY, NJ    New York County
## 9913  New York, Jersey City, White Plains - NY, NJ    New York County
## 9933  New York, Jersey City, White Plains - NY, NJ      Queens County
## 9940  New York, Jersey City, White Plains - NY, NJ    New York County
## 9955  New York, Jersey City, White Plains - NY, NJ       Kings County
## 9967  New York, Jersey City, White Plains - NY, NJ    New York County
## 9970  New York, Jersey City, White Plains - NY, NJ    New York County
## 9971  New York, Jersey City, White Plains - NY, NJ       Kings County
## 10003 New York, Jersey City, White Plains - NY, NJ    New York County
## 10024 New York, Jersey City, White Plains - NY, NJ    New York County
## 10048           Nassau County, Suffolk County - NY      Nassau County
## 10054 New York, Jersey City, White Plains - NY, NJ    New York County
## 10078 New York, Jersey City, White Plains - NY, NJ    New York County
## 10114 New York, Jersey City, White Plains - NY, NJ    New York County
## 10123 New York, Jersey City, White Plains - NY, NJ    New York County
## 10128 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10145 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10152 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10176 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10188 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10193 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10222 New York, Jersey City, White Plains - NY, NJ    New York County
## 10234 New York, Jersey City, White Plains - NY, NJ    New York County
## 10253 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10273 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10280                              Binghamton - NY      Broome County
## 10285           Nassau County, Suffolk County - NY      Nassau County
## 10297 New York, Jersey City, White Plains - NY, NJ    New York County
## 10303 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10306 New York, Jersey City, White Plains - NY, NJ    New York County
## 10312           Nassau County, Suffolk County - NY      Nassau County
## 10318 New York, Jersey City, White Plains - NY, NJ    New York County
## 10369 New York, Jersey City, White Plains - NY, NJ    New York County
## 10379 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10388                                                 Columbia County
## 10390 New York, Jersey City, White Plains - NY, NJ    New York County
## 10420 New York, Jersey City, White Plains - NY, NJ    New York County
## 10467 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 10486 New York, Jersey City, White Plains - NY, NJ    New York County
## 10515 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 10531 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10534 New York, Jersey City, White Plains - NY, NJ    New York County
## 10535 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10537 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10540           Nassau County, Suffolk County - NY      Nassau County
## 10541 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10551 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 10554 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10566 New York, Jersey City, White Plains - NY, NJ      Orange County
## 10573 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10582 New York, Jersey City, White Plains - NY, NJ    New York County
## 10588 New York, Jersey City, White Plains - NY, NJ    New York County
## 10591 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10597 New York, Jersey City, White Plains - NY, NJ    New York County
## 10615 New York, Jersey City, White Plains - NY, NJ    New York County
## 10623 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 10631 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 10637 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10641 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 10648           Nassau County, Suffolk County - NY      Nassau County
## 10663 New York, Jersey City, White Plains - NY, NJ    New York County
## 10687 New York, Jersey City, White Plains - NY, NJ    New York County
## 10711 New York, Jersey City, White Plains - NY, NJ    New York County
## 10747 New York, Jersey City, White Plains - NY, NJ    New York County
## 10759 New York, Jersey City, White Plains - NY, NJ    New York County
## 10781 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10789 New York, Jersey City, White Plains - NY, NJ    New York County
## 10795 New York, Jersey City, White Plains - NY, NJ    New York County
## 10804 New York, Jersey City, White Plains - NY, NJ    New York County
## 10805 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10840 New York, Jersey City, White Plains - NY, NJ    New York County
## 10841 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10852 New York, Jersey City, White Plains - NY, NJ    New York County
## 10853 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10861           Nassau County, Suffolk County - NY      Nassau County
## 10892          Dutchess County, Putnam County - NY    Dutchess County
## 10909 New York, Jersey City, White Plains - NY, NJ    New York County
## 10915 New York, Jersey City, White Plains - NY, NJ    New York County
## 10919 New York, Jersey City, White Plains - NY, NJ       Kings County
## 10924           Nassau County, Suffolk County - NY      Nassau County
## 10939 New York, Jersey City, White Plains - NY, NJ    New York County
## 10945           Nassau County, Suffolk County - NY      Nassau County
## 10960 New York, Jersey City, White Plains - NY, NJ    New York County
## 10993 New York, Jersey City, White Plains - NY, NJ    New York County
## 11023 New York, Jersey City, White Plains - NY, NJ    New York County
## 11026 New York, Jersey City, White Plains - NY, NJ    New York County
## 11044 New York, Jersey City, White Plains - NY, NJ    New York County
## 11053 New York, Jersey City, White Plains - NY, NJ    New York County
## 11059 New York, Jersey City, White Plains - NY, NJ    New York County
## 11064 New York, Jersey City, White Plains - NY, NJ      Orange County
## 11065 New York, Jersey City, White Plains - NY, NJ    New York County
## 11068 New York, Jersey City, White Plains - NY, NJ    New York County
## 11071 New York, Jersey City, White Plains - NY, NJ    New York County
## 11074                             Utica, Rome - NY      Oneida County
## 11095 New York, Jersey City, White Plains - NY, NJ    New York County
## 11098           Nassau County, Suffolk County - NY      Nassau County
## 11099 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11102                                                 Columbia County
## 11111 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11119 New York, Jersey City, White Plains - NY, NJ    New York County
## 11151 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11165 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11179 New York, Jersey City, White Plains - NY, NJ    New York County
## 11185 New York, Jersey City, White Plains - NY, NJ    New York County
## 11203 New York, Jersey City, White Plains - NY, NJ    New York County
## 11215 New York, Jersey City, White Plains - NY, NJ    New York County
## 11224 New York, Jersey City, White Plains - NY, NJ    New York County
## 11230           Nassau County, Suffolk County - NY      Nassau County
## 11242 New York, Jersey City, White Plains - NY, NJ    New York County
## 11253     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 11257 New York, Jersey City, White Plains - NY, NJ    New York County
## 11268                                  Elmira - NY     Chemung County
## 11269 New York, Jersey City, White Plains - NY, NJ    New York County
## 11290 New York, Jersey City, White Plains - NY, NJ    New York County
## 11291 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11297 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11302           Nassau County, Suffolk County - NY      Nassau County
## 11309 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11318                                                 Columbia County
## 11329 New York, Jersey City, White Plains - NY, NJ    New York County
## 11341 New York, Jersey City, White Plains - NY, NJ    New York County
## 11347 New York, Jersey City, White Plains - NY, NJ    New York County
## 11362 New York, Jersey City, White Plains - NY, NJ    New York County
## 11372 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 11389           Nassau County, Suffolk County - NY      Nassau County
## 11395 New York, Jersey City, White Plains - NY, NJ    New York County
## 11404 New York, Jersey City, White Plains - NY, NJ    New York County
## 11407 New York, Jersey City, White Plains - NY, NJ    New York County
## 11413 New York, Jersey City, White Plains - NY, NJ    New York County
## 11415 New York, Jersey City, White Plains - NY, NJ    New York County
## 11425 New York, Jersey City, White Plains - NY, NJ    New York County
## 11452 New York, Jersey City, White Plains - NY, NJ    New York County
## 11455 New York, Jersey City, White Plains - NY, NJ    New York County
## 11458 New York, Jersey City, White Plains - NY, NJ    New York County
## 11473 New York, Jersey City, White Plains - NY, NJ    New York County
## 11491 New York, Jersey City, White Plains - NY, NJ    New York County
## 11498                              Binghamton - NY      Broome County
## 11499 New York, Jersey City, White Plains - NY, NJ      Queens County
## 11521 New York, Jersey City, White Plains - NY, NJ    New York County
## 11533           Nassau County, Suffolk County - NY      Nassau County
## 11536 New York, Jersey City, White Plains - NY, NJ    New York County
## 11551 New York, Jersey City, White Plains - NY, NJ    New York County
## 11560 New York, Jersey City, White Plains - NY, NJ    New York County
## 11562 New York, Jersey City, White Plains - NY, NJ      Orange County
## 11576                                                 Delaware County
## 11581           Nassau County, Suffolk County - NY      Nassau County
## 11593 New York, Jersey City, White Plains - NY, NJ    New York County
## 11596           Nassau County, Suffolk County - NY      Nassau County
## 11605 New York, Jersey City, White Plains - NY, NJ    New York County
## 11608 New York, Jersey City, White Plains - NY, NJ    New York County
## 11611 New York, Jersey City, White Plains - NY, NJ    New York County
## 11620 New York, Jersey City, White Plains - NY, NJ    New York County
## 11629 New York, Jersey City, White Plains - NY, NJ    New York County
## 11638 New York, Jersey City, White Plains - NY, NJ    New York County
## 11650 New York, Jersey City, White Plains - NY, NJ    New York County
## 11656           Nassau County, Suffolk County - NY      Nassau County
## 11684 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 11704 New York, Jersey City, White Plains - NY, NJ    New York County
## 11708          Dutchess County, Putnam County - NY    Dutchess County
## 11710 New York, Jersey City, White Plains - NY, NJ    New York County
## 11714          Dutchess County, Putnam County - NY    Dutchess County
## 11725 New York, Jersey City, White Plains - NY, NJ    New York County
## 11749 New York, Jersey City, White Plains - NY, NJ    New York County
## 11761 New York, Jersey City, White Plains - NY, NJ    New York County
## 11764           Nassau County, Suffolk County - NY      Nassau County
## 11767 New York, Jersey City, White Plains - NY, NJ    New York County
## 11769 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11773 New York, Jersey City, White Plains - NY, NJ    New York County
## 11794 New York, Jersey City, White Plains - NY, NJ    New York County
## 11797 New York, Jersey City, White Plains - NY, NJ    New York County
## 11802 New York, Jersey City, White Plains - NY, NJ      Orange County
## 11807 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11809 New York, Jersey City, White Plains - NY, NJ    New York County
## 11810               Albany, Schenectady, Troy - NY      Albany County
## 11825 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11830 New York, Jersey City, White Plains - NY, NJ    New York County
## 11839 New York, Jersey City, White Plains - NY, NJ    New York County
## 11854 New York, Jersey City, White Plains - NY, NJ    New York County
## 11869 New York, Jersey City, White Plains - NY, NJ    New York County
## 11893 New York, Jersey City, White Plains - NY, NJ    New York County
## 11927 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 11929 New York, Jersey City, White Plains - NY, NJ    New York County
## 11935 New York, Jersey City, White Plains - NY, NJ    New York County
## 11945 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11950           Nassau County, Suffolk County - NY      Nassau County
## 11951 New York, Jersey City, White Plains - NY, NJ       Kings County
## 11958 New York, Jersey City, White Plains - NY, NJ      Orange County
## 11983 New York, Jersey City, White Plains - NY, NJ    New York County
## 12013 New York, Jersey City, White Plains - NY, NJ    New York County
## 12014               Albany, Schenectady, Troy - NY      Albany County
## 12019 New York, Jersey City, White Plains - NY, NJ    New York County
## 12021 New York, Jersey City, White Plains - NY, NJ      Queens County
## 12033     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 12035 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12041 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12055           Nassau County, Suffolk County - NY      Nassau County
## 12064           Nassau County, Suffolk County - NY      Nassau County
## 12091 New York, Jersey City, White Plains - NY, NJ    New York County
## 12092                              Binghamton - NY      Broome County
## 12101 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12113 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12121 New York, Jersey City, White Plains - NY, NJ    New York County
## 12127 New York, Jersey City, White Plains - NY, NJ    New York County
## 12130 New York, Jersey City, White Plains - NY, NJ    New York County
## 12131 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12133 New York, Jersey City, White Plains - NY, NJ    New York County
## 12139 New York, Jersey City, White Plains - NY, NJ    New York County
## 12145 New York, Jersey City, White Plains - NY, NJ    New York County
## 12168 New York, Jersey City, White Plains - NY, NJ      Orange County
## 12169 New York, Jersey City, White Plains - NY, NJ    New York County
## 12187 New York, Jersey City, White Plains - NY, NJ    New York County
## 12194                                  Elmira - NY     Chemung County
## 12199 New York, Jersey City, White Plains - NY, NJ    New York County
## 12232 New York, Jersey City, White Plains - NY, NJ    New York County
## 12235 New York, Jersey City, White Plains - NY, NJ    New York County
## 12250 New York, Jersey City, White Plains - NY, NJ    New York County
## 12253 New York, Jersey City, White Plains - NY, NJ    New York County
## 12271 New York, Jersey City, White Plains - NY, NJ    New York County
## 12293 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12295 New York, Jersey City, White Plains - NY, NJ    New York County
## 12301 New York, Jersey City, White Plains - NY, NJ    New York County
## 12319 New York, Jersey City, White Plains - NY, NJ    New York County
## 12334 New York, Jersey City, White Plains - NY, NJ    New York County
## 12343 New York, Jersey City, White Plains - NY, NJ    New York County
## 12347 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12371 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 12376 New York, Jersey City, White Plains - NY, NJ    New York County
## 12379 New York, Jersey City, White Plains - NY, NJ    New York County
## 12385 New York, Jersey City, White Plains - NY, NJ    New York County
## 12392 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 12397 New York, Jersey City, White Plains - NY, NJ    New York County
## 12406 New York, Jersey City, White Plains - NY, NJ    New York County
## 12418 New York, Jersey City, White Plains - NY, NJ    New York County
## 12421 New York, Jersey City, White Plains - NY, NJ    New York County
## 12424 New York, Jersey City, White Plains - NY, NJ    New York County
## 12427 New York, Jersey City, White Plains - NY, NJ    New York County
## 12445 New York, Jersey City, White Plains - NY, NJ    New York County
## 12447 New York, Jersey City, White Plains - NY, NJ      Queens County
## 12454 New York, Jersey City, White Plains - NY, NJ    New York County
## 12468 New York, Jersey City, White Plains - NY, NJ      Orange County
## 12469 New York, Jersey City, White Plains - NY, NJ    New York County
## 12481 New York, Jersey City, White Plains - NY, NJ    New York County
## 12487           Nassau County, Suffolk County - NY      Nassau County
## 12493 New York, Jersey City, White Plains - NY, NJ    New York County
## 12496 New York, Jersey City, White Plains - NY, NJ    New York County
## 12502 New York, Jersey City, White Plains - NY, NJ    New York County
## 12507 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 12511 New York, Jersey City, White Plains - NY, NJ    New York County
## 12517 New York, Jersey City, White Plains - NY, NJ    New York County
## 12520           Nassau County, Suffolk County - NY      Nassau County
## 12523 New York, Jersey City, White Plains - NY, NJ    New York County
## 12529 New York, Jersey City, White Plains - NY, NJ    New York County
## 12532 New York, Jersey City, White Plains - NY, NJ    New York County
## 12538           Nassau County, Suffolk County - NY      Nassau County
## 12541 New York, Jersey City, White Plains - NY, NJ    New York County
## 12547           Nassau County, Suffolk County - NY      Nassau County
## 12556 New York, Jersey City, White Plains - NY, NJ    New York County
## 12559 New York, Jersey City, White Plains - NY, NJ    New York County
## 12565 New York, Jersey City, White Plains - NY, NJ    New York County
## 12586 New York, Jersey City, White Plains - NY, NJ    New York County
## 12592 New York, Jersey City, White Plains - NY, NJ    New York County
## 12600 New York, Jersey City, White Plains - NY, NJ      Orange County
## 12605 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12607 New York, Jersey City, White Plains - NY, NJ    New York County
## 12610 New York, Jersey City, White Plains - NY, NJ    New York County
## 12613 New York, Jersey City, White Plains - NY, NJ    New York County
## 12616 New York, Jersey City, White Plains - NY, NJ    New York County
## 12617 New York, Jersey City, White Plains - NY, NJ       Kings County
## 12623 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 12638                                                 Allegany County
## 12640 New York, Jersey City, White Plains - NY, NJ    New York County
## 12643 New York, Jersey City, White Plains - NY, NJ    New York County
## 12646 New York, Jersey City, White Plains - NY, NJ    New York County
## 12677 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 12685 New York, Jersey City, White Plains - NY, NJ    New York County
## 12700 New York, Jersey City, White Plains - NY, NJ    New York County
## 12703 New York, Jersey City, White Plains - NY, NJ    New York County
## 12706           Nassau County, Suffolk County - NY      Nassau County
## 12739 New York, Jersey City, White Plains - NY, NJ    New York County
## 12745 New York, Jersey City, White Plains - NY, NJ    New York County
## 12748 New York, Jersey City, White Plains - NY, NJ    New York County
## 12790 New York, Jersey City, White Plains - NY, NJ    New York County
## 12799 New York, Jersey City, White Plains - NY, NJ    New York County
## 12823 New York, Jersey City, White Plains - NY, NJ    New York County
## 12826 New York, Jersey City, White Plains - NY, NJ    New York County
## 12833 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 12835           Nassau County, Suffolk County - NY      Nassau County
## 12842 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 12847 New York, Jersey City, White Plains - NY, NJ    New York County
## 12859 New York, Jersey City, White Plains - NY, NJ    New York County
## 12862 New York, Jersey City, White Plains - NY, NJ    New York County
## 12865 New York, Jersey City, White Plains - NY, NJ    New York County
## 12882 New York, Jersey City, White Plains - NY, NJ      Orange County
## 12886 New York, Jersey City, White Plains - NY, NJ    New York County
## 12892 New York, Jersey City, White Plains - NY, NJ    New York County
## 12895 New York, Jersey City, White Plains - NY, NJ    New York County
## 12901           Nassau County, Suffolk County - NY      Nassau County
## 12940           Nassau County, Suffolk County - NY      Nassau County
## 12946 New York, Jersey City, White Plains - NY, NJ    New York County
## 12958 New York, Jersey City, White Plains - NY, NJ    New York County
## 12981 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 13009 New York, Jersey City, White Plains - NY, NJ    New York County
## 13015 New York, Jersey City, White Plains - NY, NJ    New York County
## 13020 New York, Jersey City, White Plains - NY, NJ      Orange County
## 13039 New York, Jersey City, White Plains - NY, NJ    New York County
## 13048 New York, Jersey City, White Plains - NY, NJ    New York County
## 13073 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13075 New York, Jersey City, White Plains - NY, NJ    New York County
## 13078 New York, Jersey City, White Plains - NY, NJ    New York County
## 13081           Nassau County, Suffolk County - NY      Nassau County
## 13087 New York, Jersey City, White Plains - NY, NJ    New York County
## 13093 New York, Jersey City, White Plains - NY, NJ    New York County
## 13114 New York, Jersey City, White Plains - NY, NJ    New York County
## 13120 New York, Jersey City, White Plains - NY, NJ    New York County
## 13123 New York, Jersey City, White Plains - NY, NJ    New York County
## 13135 New York, Jersey City, White Plains - NY, NJ    New York County
## 13141 New York, Jersey City, White Plains - NY, NJ    New York County
## 13147 New York, Jersey City, White Plains - NY, NJ    New York County
## 13153 New York, Jersey City, White Plains - NY, NJ    New York County
## 13155 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 13171 New York, Jersey City, White Plains - NY, NJ    New York County
## 13180           Nassau County, Suffolk County - NY      Nassau County
## 13189 New York, Jersey City, White Plains - NY, NJ    New York County
## 13192 New York, Jersey City, White Plains - NY, NJ    New York County
## 13198 New York, Jersey City, White Plains - NY, NJ    New York County
## 13207 New York, Jersey City, White Plains - NY, NJ    New York County
## 13209 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 13213 New York, Jersey City, White Plains - NY, NJ    New York County
## 13219 New York, Jersey City, White Plains - NY, NJ    New York County
## 13222 New York, Jersey City, White Plains - NY, NJ    New York County
## 13228 New York, Jersey City, White Plains - NY, NJ    New York County
## 13231 New York, Jersey City, White Plains - NY, NJ    New York County
## 13246 New York, Jersey City, White Plains - NY, NJ    New York County
## 13249 New York, Jersey City, White Plains - NY, NJ    New York County
## 13273 New York, Jersey City, White Plains - NY, NJ    New York County
## 13285 New York, Jersey City, White Plains - NY, NJ    New York County
## 13289 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13315 New York, Jersey City, White Plains - NY, NJ    New York County
## 13333 New York, Jersey City, White Plains - NY, NJ    New York County
## 13336 New York, Jersey City, White Plains - NY, NJ    New York County
## 13339 New York, Jersey City, White Plains - NY, NJ    New York County
## 13381 New York, Jersey City, White Plains - NY, NJ    New York County
## 13393 New York, Jersey City, White Plains - NY, NJ    New York County
## 13406 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 13411 New York, Jersey City, White Plains - NY, NJ    New York County
## 13412                                                 Columbia County
## 13414           Nassau County, Suffolk County - NY      Nassau County
## 13420           Nassau County, Suffolk County - NY      Nassau County
## 13421 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13423 New York, Jersey City, White Plains - NY, NJ    New York County
## 13435 New York, Jersey City, White Plains - NY, NJ    New York County
## 13447 New York, Jersey City, White Plains - NY, NJ    New York County
## 13453 New York, Jersey City, White Plains - NY, NJ    New York County
## 13457 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13477 New York, Jersey City, White Plains - NY, NJ    New York County
## 13483 New York, Jersey City, White Plains - NY, NJ    New York County
## 13492           Nassau County, Suffolk County - NY      Nassau County
## 13495 New York, Jersey City, White Plains - NY, NJ    New York County
## 13504 New York, Jersey City, White Plains - NY, NJ    New York County
## 13513           Nassau County, Suffolk County - NY      Nassau County
## 13522 New York, Jersey City, White Plains - NY, NJ    New York County
## 13525 New York, Jersey City, White Plains - NY, NJ    New York County
## 13540 New York, Jersey City, White Plains - NY, NJ    New York County
## 13543 New York, Jersey City, White Plains - NY, NJ    New York County
## 13552 New York, Jersey City, White Plains - NY, NJ    New York County
## 13561 New York, Jersey City, White Plains - NY, NJ    New York County
## 13570           Nassau County, Suffolk County - NY      Nassau County
## 13579 New York, Jersey City, White Plains - NY, NJ    New York County
## 13597 New York, Jersey City, White Plains - NY, NJ    New York County
## 13612 New York, Jersey City, White Plains - NY, NJ    New York County
## 13621 New York, Jersey City, White Plains - NY, NJ    New York County
## 13627 New York, Jersey City, White Plains - NY, NJ    New York County
## 13630 New York, Jersey City, White Plains - NY, NJ    New York County
## 13636 New York, Jersey City, White Plains - NY, NJ    New York County
## 13646                                                 Columbia County
## 13651 New York, Jersey City, White Plains - NY, NJ    New York County
## 13657 New York, Jersey City, White Plains - NY, NJ    New York County
## 13663 New York, Jersey City, White Plains - NY, NJ    New York County
## 13669 New York, Jersey City, White Plains - NY, NJ    New York County
## 13680                               Rochester - NY     Ontario County
## 13708 New York, Jersey City, White Plains - NY, NJ    New York County
## 13720 New York, Jersey City, White Plains - NY, NJ    New York County
## 13723 New York, Jersey City, White Plains - NY, NJ    New York County
## 13727 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13732 New York, Jersey City, White Plains - NY, NJ    New York County
## 13741 New York, Jersey City, White Plains - NY, NJ    New York County
## 13745 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13755 New York, Jersey City, White Plains - NY, NJ      Queens County
## 13771 New York, Jersey City, White Plains - NY, NJ    New York County
## 13789           Nassau County, Suffolk County - NY      Nassau County
## 13803     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 13832                                                 Columbia County
## 13836                               Rochester - NY     Ontario County
## 13852 New York, Jersey City, White Plains - NY, NJ    New York County
## 13861 New York, Jersey City, White Plains - NY, NJ    New York County
## 13907 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13913 New York, Jersey City, White Plains - NY, NJ       Kings County
## 13915 New York, Jersey City, White Plains - NY, NJ    New York County
## 13936 New York, Jersey City, White Plains - NY, NJ    New York County
## 13939 New York, Jersey City, White Plains - NY, NJ    New York County
## 13942 New York, Jersey City, White Plains - NY, NJ    New York County
## 13966 New York, Jersey City, White Plains - NY, NJ    New York County
## 13975 New York, Jersey City, White Plains - NY, NJ    New York County
## 13984 New York, Jersey City, White Plains - NY, NJ    New York County
## 13993 New York, Jersey City, White Plains - NY, NJ    New York County
## 13997 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14011 New York, Jersey City, White Plains - NY, NJ    New York County
## 14053 New York, Jersey City, White Plains - NY, NJ    New York County
## 14065           Nassau County, Suffolk County - NY      Nassau County
## 14092 New York, Jersey City, White Plains - NY, NJ    New York County
## 14095           Nassau County, Suffolk County - NY      Nassau County
## 14099 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14107 New York, Jersey City, White Plains - NY, NJ    New York County
## 14113 New York, Jersey City, White Plains - NY, NJ    New York County
## 14114                                                 Cortland County
## 14131 New York, Jersey City, White Plains - NY, NJ    New York County
## 14152           Nassau County, Suffolk County - NY      Nassau County
## 14155 New York, Jersey City, White Plains - NY, NJ    New York County
## 14161 New York, Jersey City, White Plains - NY, NJ    New York County
## 14194 New York, Jersey City, White Plains - NY, NJ    New York County
## 14197 New York, Jersey City, White Plains - NY, NJ    New York County
## 14203 New York, Jersey City, White Plains - NY, NJ    New York County
## 14221 New York, Jersey City, White Plains - NY, NJ    New York County
## 14224 New York, Jersey City, White Plains - NY, NJ    New York County
## 14236 New York, Jersey City, White Plains - NY, NJ    New York County
## 14239 New York, Jersey City, White Plains - NY, NJ    New York County
## 14243 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14245 New York, Jersey City, White Plains - NY, NJ    New York County
## 14248 New York, Jersey City, White Plains - NY, NJ    New York County
## 14257 New York, Jersey City, White Plains - NY, NJ    New York County
## 14259     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 14278           Nassau County, Suffolk County - NY      Nassau County
## 14290 New York, Jersey City, White Plains - NY, NJ    New York County
## 14293 New York, Jersey City, White Plains - NY, NJ    New York County
## 14298                               Rochester - NY     Ontario County
## 14299 New York, Jersey City, White Plains - NY, NJ    New York County
## 14301 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14323 New York, Jersey City, White Plains - NY, NJ    New York County
## 14335 New York, Jersey City, White Plains - NY, NJ    New York County
## 14338 New York, Jersey City, White Plains - NY, NJ    New York County
## 14341 New York, Jersey City, White Plains - NY, NJ    New York County
## 14353 New York, Jersey City, White Plains - NY, NJ    New York County
## 14362 New York, Jersey City, White Plains - NY, NJ    New York County
## 14367 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14374 New York, Jersey City, White Plains - NY, NJ    New York County
## 14380           Nassau County, Suffolk County - NY      Nassau County
## 14389 New York, Jersey City, White Plains - NY, NJ    New York County
## 14392 New York, Jersey City, White Plains - NY, NJ    New York County
## 14398 New York, Jersey City, White Plains - NY, NJ    New York County
## 14401 New York, Jersey City, White Plains - NY, NJ    New York County
## 14404 New York, Jersey City, White Plains - NY, NJ    New York County
## 14411 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14414               Albany, Schenectady, Troy - NY      Albany County
## 14419 New York, Jersey City, White Plains - NY, NJ    New York County
## 14425 New York, Jersey City, White Plains - NY, NJ    New York County
## 14434           Nassau County, Suffolk County - NY      Nassau County
## 14437 New York, Jersey City, White Plains - NY, NJ    New York County
## 14443 New York, Jersey City, White Plains - NY, NJ    New York County
## 14449 New York, Jersey City, White Plains - NY, NJ    New York County
## 14455 New York, Jersey City, White Plains - NY, NJ    New York County
## 14464 New York, Jersey City, White Plains - NY, NJ    New York County
## 14471 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14473 New York, Jersey City, White Plains - NY, NJ    New York County
## 14491 New York, Jersey City, White Plains - NY, NJ    New York County
## 14533 New York, Jersey City, White Plains - NY, NJ    New York County
## 14536 New York, Jersey City, White Plains - NY, NJ    New York County
## 14548 New York, Jersey City, White Plains - NY, NJ    New York County
## 14555 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14568                               Rochester - NY     Ontario County
## 14591 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14601 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14617 New York, Jersey City, White Plains - NY, NJ    New York County
## 14629 New York, Jersey City, White Plains - NY, NJ    New York County
## 14639 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14657 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14660                                                 Columbia County
## 14664                               Rochester - NY     Ontario County
## 14668           Nassau County, Suffolk County - NY      Nassau County
## 14690               Albany, Schenectady, Troy - NY      Albany County
## 14692 New York, Jersey City, White Plains - NY, NJ    New York County
## 14695 New York, Jersey City, White Plains - NY, NJ    New York County
## 14710 New York, Jersey City, White Plains - NY, NJ    New York County
## 14713 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14725 New York, Jersey City, White Plains - NY, NJ    New York County
## 14731 New York, Jersey City, White Plains - NY, NJ    New York County
## 14743 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14749 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14752           Nassau County, Suffolk County - NY      Nassau County
## 14767 New York, Jersey City, White Plains - NY, NJ    New York County
## 14794           Nassau County, Suffolk County - NY      Nassau County
## 14806 New York, Jersey City, White Plains - NY, NJ    New York County
## 14815 New York, Jersey City, White Plains - NY, NJ       Kings County
## 14816                                                   Cayuga County
## 14825 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 14833 New York, Jersey City, White Plains - NY, NJ    New York County
## 14896 New York, Jersey City, White Plains - NY, NJ    New York County
## 14906 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 14930                              Binghamton - NY      Broome County
## 14932 New York, Jersey City, White Plains - NY, NJ    New York County
## 14956 New York, Jersey City, White Plains - NY, NJ    New York County
## 14974           Nassau County, Suffolk County - NY      Nassau County
## 14983 New York, Jersey City, White Plains - NY, NJ    New York County
## 14992           Nassau County, Suffolk County - NY      Nassau County
## 14995 New York, Jersey City, White Plains - NY, NJ    New York County
## 15012                               Rochester - NY     Ontario County
## 15038 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 15043 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15082 New York, Jersey City, White Plains - NY, NJ    New York County
## 15103 New York, Jersey City, White Plains - NY, NJ    New York County
## 15112           Nassau County, Suffolk County - NY      Nassau County
## 15127 New York, Jersey City, White Plains - NY, NJ    New York County
## 15154 New York, Jersey City, White Plains - NY, NJ    New York County
## 15175 New York, Jersey City, White Plains - NY, NJ    New York County
## 15177           Nassau County, Suffolk County - NY      Nassau County
## 15191 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15211 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15229 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15232 New York, Jersey City, White Plains - NY, NJ    New York County
## 15235 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15244           Nassau County, Suffolk County - NY      Nassau County
## 15253 New York, Jersey City, White Plains - NY, NJ    New York County
## 15262           Nassau County, Suffolk County - NY      Nassau County
## 15265 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15286 New York, Jersey City, White Plains - NY, NJ    New York County
## 15292 New York, Jersey City, White Plains - NY, NJ    New York County
## 15304 New York, Jersey City, White Plains - NY, NJ    New York County
## 15315 New York, Jersey City, White Plains - NY, NJ    New York County
## 15317 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15319 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15322 New York, Jersey City, White Plains - NY, NJ    New York County
## 15327     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 15334 New York, Jersey City, White Plains - NY, NJ    New York County
## 15339 New York, Jersey City, White Plains - NY, NJ    New York County
## 15343 New York, Jersey City, White Plains - NY, NJ    New York County
## 15365 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 15367 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15370 New York, Jersey City, White Plains - NY, NJ    New York County
## 15402                               Rochester - NY     Ontario County
## 15403 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15410          Dutchess County, Putnam County - NY    Dutchess County
## 15441 New York, Jersey City, White Plains - NY, NJ    New York County
## 15446                              Binghamton - NY      Broome County
## 15508 New York, Jersey City, White Plains - NY, NJ    New York County
## 15520           Nassau County, Suffolk County - NY      Nassau County
## 15532 New York, Jersey City, White Plains - NY, NJ    New York County
## 15541 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15550 New York, Jersey City, White Plains - NY, NJ    New York County
## 15556 New York, Jersey City, White Plains - NY, NJ    New York County
## 15565 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15573           Nassau County, Suffolk County - NY      Nassau County
## 15574 New York, Jersey City, White Plains - NY, NJ    New York County
## 15588                               Rochester - NY     Ontario County
## 15600                               Rochester - NY     Ontario County
## 15601 New York, Jersey City, White Plains - NY, NJ    New York County
## 15617 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15628 New York, Jersey City, White Plains - NY, NJ    New York County
## 15631 New York, Jersey City, White Plains - NY, NJ    New York County
## 15641 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 15646 New York, Jersey City, White Plains - NY, NJ    New York County
## 15661 New York, Jersey City, White Plains - NY, NJ    New York County
## 15667 New York, Jersey City, White Plains - NY, NJ    New York County
## 15680 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 15699 New York, Jersey City, White Plains - NY, NJ    New York County
## 15715 New York, Jersey City, White Plains - NY, NJ    New York County
## 15723 New York, Jersey City, White Plains - NY, NJ    New York County
## 15727 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15730 New York, Jersey City, White Plains - NY, NJ    New York County
## 15735 New York, Jersey City, White Plains - NY, NJ    New York County
## 15736 New York, Jersey City, White Plains - NY, NJ    New York County
## 15751 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15753 New York, Jersey City, White Plains - NY, NJ    New York County
## 15770 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 15774                                Syracuse - NY    Onondaga County
## 15775 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15781 New York, Jersey City, White Plains - NY, NJ    New York County
## 15784           Nassau County, Suffolk County - NY      Nassau County
## 15804                                Syracuse - NY    Onondaga County
## 15805 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15809 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15811 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15829 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15834                                Syracuse - NY    Onondaga County
## 15856 New York, Jersey City, White Plains - NY, NJ    New York County
## 15863 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15867 New York, Jersey City, White Plains - NY, NJ    New York County
## 15868 New York, Jersey City, White Plains - NY, NJ    New York County
## 15871 New York, Jersey City, White Plains - NY, NJ    New York County
## 15877 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15883 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15910 New York, Jersey City, White Plains - NY, NJ    New York County
## 15915 New York, Jersey City, White Plains - NY, NJ    New York County
## 15983 New York, Jersey City, White Plains - NY, NJ       Kings County
## 15988           Nassau County, Suffolk County - NY      Nassau County
## 15991 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16000 New York, Jersey City, White Plains - NY, NJ    New York County
## 16024 New York, Jersey City, White Plains - NY, NJ    New York County
## 16033           Nassau County, Suffolk County - NY      Nassau County
## 16039 New York, Jersey City, White Plains - NY, NJ    New York County
## 16045 New York, Jersey City, White Plains - NY, NJ    New York County
## 16048 New York, Jersey City, White Plains - NY, NJ    New York County
## 16057           Nassau County, Suffolk County - NY      Nassau County
## 16060 New York, Jersey City, White Plains - NY, NJ    New York County
## 16066 New York, Jersey City, White Plains - NY, NJ    New York County
## 16081 New York, Jersey City, White Plains - NY, NJ    New York County
## 16090 New York, Jersey City, White Plains - NY, NJ    New York County
## 16100          Dutchess County, Putnam County - NY    Dutchess County
## 16101 New York, Jersey City, White Plains - NY, NJ    New York County
## 16129 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16137           Nassau County, Suffolk County - NY      Nassau County
## 16144 New York, Jersey City, White Plains - NY, NJ    New York County
## 16159 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16162 New York, Jersey City, White Plains - NY, NJ    New York County
## 16167 New York, Jersey City, White Plains - NY, NJ      Queens County
## 16174 New York, Jersey City, White Plains - NY, NJ    New York County
## 16176                                Syracuse - NY    Onondaga County
## 16180 New York, Jersey City, White Plains - NY, NJ    New York County
## 16195 New York, Jersey City, White Plains - NY, NJ    New York County
## 16197 New York, Jersey City, White Plains - NY, NJ    New York County
## 16201 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16203 New York, Jersey City, White Plains - NY, NJ    New York County
## 16209 New York, Jersey City, White Plains - NY, NJ    New York County
## 16222 New York, Jersey City, White Plains - NY, NJ    New York County
## 16228 New York, Jersey City, White Plains - NY, NJ    New York County
## 16243 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16248                                Syracuse - NY    Onondaga County
## 16256 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 16261 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16267 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16273 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16281 New York, Jersey City, White Plains - NY, NJ    New York County
## 16285 New York, Jersey City, White Plains - NY, NJ    New York County
## 16287 New York, Jersey City, White Plains - NY, NJ    New York County
## 16293 New York, Jersey City, White Plains - NY, NJ    New York County
## 16294 New York, Jersey City, White Plains - NY, NJ    New York County
## 16309 New York, Jersey City, White Plains - NY, NJ    New York County
## 16312           Nassau County, Suffolk County - NY      Nassau County
## 16321 New York, Jersey City, White Plains - NY, NJ    New York County
## 16341 New York, Jersey City, White Plains - NY, NJ    New York County
## 16349 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16354 New York, Jersey City, White Plains - NY, NJ    New York County
## 16362                                Syracuse - NY    Onondaga County
## 16365 New York, Jersey City, White Plains - NY, NJ    New York County
## 16383 New York, Jersey City, White Plains - NY, NJ    New York County
## 16405 New York, Jersey City, White Plains - NY, NJ    New York County
## 16409 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16414 New York, Jersey City, White Plains - NY, NJ    New York County
## 16423 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16437 New York, Jersey City, White Plains - NY, NJ    New York County
## 16459 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16462 New York, Jersey City, White Plains - NY, NJ    New York County
## 16468 New York, Jersey City, White Plains - NY, NJ    New York County
## 16519 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16525 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16531 New York, Jersey City, White Plains - NY, NJ    New York County
## 16549 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16555 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16556               Albany, Schenectady, Troy - NY      Albany County
## 16573 New York, Jersey City, White Plains - NY, NJ    New York County
## 16576 New York, Jersey City, White Plains - NY, NJ    New York County
## 16582           Nassau County, Suffolk County - NY      Nassau County
## 16597 New York, Jersey City, White Plains - NY, NJ    New York County
## 16601 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16611 New York, Jersey City, White Plains - NY, NJ    New York County
## 16624 New York, Jersey City, White Plains - NY, NJ    New York County
## 16631 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16635 New York, Jersey City, White Plains - NY, NJ    New York County
## 16643 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16648           Nassau County, Suffolk County - NY      Nassau County
## 16651 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16653 New York, Jersey City, White Plains - NY, NJ    New York County
## 16660 New York, Jersey City, White Plains - NY, NJ    New York County
## 16684 New York, Jersey City, White Plains - NY, NJ    New York County
## 16695 New York, Jersey City, White Plains - NY, NJ    New York County
## 16702 New York, Jersey City, White Plains - NY, NJ    New York County
## 16705 New York, Jersey City, White Plains - NY, NJ    New York County
## 16710                                Syracuse - NY    Onondaga County
## 16711 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16715 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16720 New York, Jersey City, White Plains - NY, NJ    New York County
## 16722                                Syracuse - NY    Onondaga County
## 16732           Nassau County, Suffolk County - NY      Nassau County
## 16741 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16747 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16755 New York, Jersey City, White Plains - NY, NJ    New York County
## 16756           Nassau County, Suffolk County - NY      Nassau County
## 16758                                Syracuse - NY    Onondaga County
## 16759 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16765 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16767 New York, Jersey City, White Plains - NY, NJ    New York County
## 16791 New York, Jersey City, White Plains - NY, NJ    New York County
## 16800                                Syracuse - NY    Onondaga County
## 16810 New York, Jersey City, White Plains - NY, NJ    New York County
## 16827 New York, Jersey City, White Plains - NY, NJ    New York County
## 16843 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16847 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16861 New York, Jersey City, White Plains - NY, NJ    New York County
## 16869           Nassau County, Suffolk County - NY      Nassau County
## 16875 New York, Jersey City, White Plains - NY, NJ    New York County
## 16877 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 16879 New York, Jersey City, White Plains - NY, NJ    New York County
## 16889 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16891 New York, Jersey City, White Plains - NY, NJ    New York County
## 16894 New York, Jersey City, White Plains - NY, NJ    New York County
## 16903 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16905 New York, Jersey City, White Plains - NY, NJ    New York County
## 16931 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16933 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16951 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16955 New York, Jersey City, White Plains - NY, NJ       Kings County
## 16989 New York, Jersey City, White Plains - NY, NJ    New York County
## 17009 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17035 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17044 New York, Jersey City, White Plains - NY, NJ    New York County
## 17045 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17059 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17071 New York, Jersey City, White Plains - NY, NJ    New York County
## 17074 New York, Jersey City, White Plains - NY, NJ    New York County
## 17080 New York, Jersey City, White Plains - NY, NJ    New York County
## 17086 New York, Jersey City, White Plains - NY, NJ    New York County
## 17088                                Syracuse - NY    Onondaga County
## 17094                                Syracuse - NY    Onondaga County
## 17102          Dutchess County, Putnam County - NY    Dutchess County
## 17113 New York, Jersey City, White Plains - NY, NJ    New York County
## 17116 New York, Jersey City, White Plains - NY, NJ    New York County
## 17117 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17130                                Syracuse - NY    Onondaga County
## 17133           Nassau County, Suffolk County - NY      Nassau County
## 17143 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17145 New York, Jersey City, White Plains - NY, NJ    New York County
## 17149 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17151 New York, Jersey City, White Plains - NY, NJ    New York County
## 17161 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17164           Nassau County, Suffolk County - NY      Nassau County
## 17166                                Syracuse - NY    Onondaga County
## 17167 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17179 New York, Jersey City, White Plains - NY, NJ    New York County
## 17183 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17185 New York, Jersey City, White Plains - NY, NJ    New York County
## 17189 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17197 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17206           Nassau County, Suffolk County - NY      Nassau County
## 17212 New York, Jersey City, White Plains - NY, NJ    New York County
## 17215 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17221 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17233 New York, Jersey City, White Plains - NY, NJ    New York County
## 17238                                Syracuse - NY    Onondaga County
## 17239 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17244                                Syracuse - NY    Onondaga County
## 17260 New York, Jersey City, White Plains - NY, NJ    New York County
## 17263 New York, Jersey City, White Plains - NY, NJ    New York County
## 17272     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 17278 New York, Jersey City, White Plains - NY, NJ    New York County
## 17281 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17311 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17317 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17320 New York, Jersey City, White Plains - NY, NJ    New York County
## 17322                                Syracuse - NY    Onondaga County
## 17335 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17368 New York, Jersey City, White Plains - NY, NJ    New York County
## 17388                                Syracuse - NY    Onondaga County
## 17392 New York, Jersey City, White Plains - NY, NJ    New York County
## 17424                                Syracuse - NY    Onondaga County
## 17425 New York, Jersey City, White Plains - NY, NJ    New York County
## 17428           Nassau County, Suffolk County - NY      Nassau County
## 17440 New York, Jersey City, White Plains - NY, NJ    New York County
## 17465 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17494 New York, Jersey City, White Plains - NY, NJ    New York County
## 17497 New York, Jersey City, White Plains - NY, NJ    New York County
## 17514                                Syracuse - NY    Onondaga County
## 17531 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 17532                                Syracuse - NY    Onondaga County
## 17536 New York, Jersey City, White Plains - NY, NJ    New York County
## 17539 New York, Jersey City, White Plains - NY, NJ    New York County
## 17541           Nassau County, Suffolk County - NY      Nassau County
## 17545 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17557 New York, Jersey City, White Plains - NY, NJ    New York County
## 17560 New York, Jersey City, White Plains - NY, NJ    New York County
## 17562                                Syracuse - NY    Onondaga County
## 17578 New York, Jersey City, White Plains - NY, NJ    New York County
## 17584           Nassau County, Suffolk County - NY      Nassau County
## 17587           Nassau County, Suffolk County - NY      Nassau County
## 17591 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17592                                Syracuse - NY    Onondaga County
## 17594          Dutchess County, Putnam County - NY    Dutchess County
## 17602           Nassau County, Suffolk County - NY      Nassau County
## 17617 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17630          Dutchess County, Putnam County - NY    Dutchess County
## 17635 New York, Jersey City, White Plains - NY, NJ    New York County
## 17643           Nassau County, Suffolk County - NY      Nassau County
## 17644 New York, Jersey City, White Plains - NY, NJ    New York County
## 17645 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17647 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17650 New York, Jersey City, White Plains - NY, NJ    New York County
## 17656 New York, Jersey City, White Plains - NY, NJ    New York County
## 17659 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17665 New York, Jersey City, White Plains - NY, NJ    New York County
## 17674           Nassau County, Suffolk County - NY      Nassau County
## 17675 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17683 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17689 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17698 New York, Jersey City, White Plains - NY, NJ    New York County
## 17701 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17707 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17713 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17719 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17737 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17746 New York, Jersey City, White Plains - NY, NJ    New York County
## 17759 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17765 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17767 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17788 New York, Jersey City, White Plains - NY, NJ    New York County
## 17800 New York, Jersey City, White Plains - NY, NJ    New York County
## 17804                                                 Cortland County
## 17807 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17819 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17830           Nassau County, Suffolk County - NY      Nassau County
## 17833 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17836 New York, Jersey City, White Plains - NY, NJ    New York County
## 17837 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17849 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17851 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17855 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17859           Nassau County, Suffolk County - NY      Nassau County
## 17863 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17869 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17872 New York, Jersey City, White Plains - NY, NJ    New York County
## 17877 New York, Jersey City, White Plains - NY, NJ    New York County
## 17890 New York, Jersey City, White Plains - NY, NJ    New York County
## 17893 New York, Jersey City, White Plains - NY, NJ    New York County
## 17911 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17913 New York, Jersey City, White Plains - NY, NJ    New York County
## 17920 New York, Jersey City, White Plains - NY, NJ    New York County
## 17932 New York, Jersey City, White Plains - NY, NJ    New York County
## 17939 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17983 New York, Jersey City, White Plains - NY, NJ       Kings County
## 17986 New York, Jersey City, White Plains - NY, NJ    New York County
## 18016 New York, Jersey City, White Plains - NY, NJ    New York County
## 18034 New York, Jersey City, White Plains - NY, NJ    New York County
## 18045 New York, Jersey City, White Plains - NY, NJ    New York County
## 18057 New York, Jersey City, White Plains - NY, NJ    New York County
## 18082 New York, Jersey City, White Plains - NY, NJ    New York County
## 18085 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18091 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18095 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18106 New York, Jersey City, White Plains - NY, NJ    New York County
## 18108 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 18113 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 18115 New York, Jersey City, White Plains - NY, NJ    New York County
## 18124 New York, Jersey City, White Plains - NY, NJ    New York County
## 18130 New York, Jersey City, White Plains - NY, NJ    New York County
## 18137 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18142 New York, Jersey City, White Plains - NY, NJ    New York County
## 18147 New York, Jersey City, White Plains - NY, NJ    New York County
## 18161 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18165 New York, Jersey City, White Plains - NY, NJ    New York County
## 18175 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18177 New York, Jersey City, White Plains - NY, NJ    New York County
## 18178           Nassau County, Suffolk County - NY      Nassau County
## 18184 New York, Jersey City, White Plains - NY, NJ    New York County
## 18187 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18190 New York, Jersey City, White Plains - NY, NJ    New York County
## 18199 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18207           Nassau County, Suffolk County - NY      Nassau County
## 18208 New York, Jersey City, White Plains - NY, NJ    New York County
## 18209 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18211 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18227 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 18250           Nassau County, Suffolk County - NY      Nassau County
## 18265 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18271 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18277 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18283 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18285           Nassau County, Suffolk County - NY      Nassau County
## 18305 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18325           Nassau County, Suffolk County - NY      Nassau County
## 18331 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18334 New York, Jersey City, White Plains - NY, NJ    New York County
## 18345 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18349 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18352           Nassau County, Suffolk County - NY      Nassau County
## 18371 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18373 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18379 New York, Jersey City, White Plains - NY, NJ    New York County
## 18381 New York, Jersey City, White Plains - NY, NJ    New York County
## 18385 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18389 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18412 New York, Jersey City, White Plains - NY, NJ    New York County
## 18442 New York, Jersey City, White Plains - NY, NJ    New York County
## 18447 New York, Jersey City, White Plains - NY, NJ    New York County
## 18470               Albany, Schenectady, Troy - NY      Albany County
## 18478 New York, Jersey City, White Plains - NY, NJ    New York County
## 18495           Nassau County, Suffolk County - NY      Nassau County
## 18499 New York, Jersey City, White Plains - NY, NJ    New York County
## 18507           Nassau County, Suffolk County - NY      Nassau County
## 18516 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 18517 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18521 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 18538 New York, Jersey City, White Plains - NY, NJ    New York County
## 18539 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18541 New York, Jersey City, White Plains - NY, NJ    New York County
## 18549 New York, Jersey City, White Plains - NY, NJ    New York County
## 18550 New York, Jersey City, White Plains - NY, NJ    New York County
## 18555 New York, Jersey City, White Plains - NY, NJ      Queens County
## 18579           Nassau County, Suffolk County - NY      Nassau County
## 18585     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 18589 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18595                                                   Fulton County
## 18603           Nassau County, Suffolk County - NY      Nassau County
## 18615 New York, Jersey City, White Plains - NY, NJ    New York County
## 18623 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18626 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 18627 New York, Jersey City, White Plains - NY, NJ    New York County
## 18647 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 18652 New York, Jersey City, White Plains - NY, NJ    New York County
## 18658 New York, Jersey City, White Plains - NY, NJ    New York County
## 18659 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18673 New York, Jersey City, White Plains - NY, NJ    New York County
## 18682 New York, Jersey City, White Plains - NY, NJ    New York County
## 18688 New York, Jersey City, White Plains - NY, NJ    New York County
## 18703                               Rochester - NY      Monroe County
## 18712 New York, Jersey City, White Plains - NY, NJ    New York County
## 18717           Nassau County, Suffolk County - NY      Nassau County
## 18718           Nassau County, Suffolk County - NY      Nassau County
## 18724 New York, Jersey City, White Plains - NY, NJ    New York County
## 18753 New York, Jersey City, White Plains - NY, NJ    New York County
## 18759 New York, Jersey City, White Plains - NY, NJ      Orange County
## 18760 New York, Jersey City, White Plains - NY, NJ    New York County
## 18775 New York, Jersey City, White Plains - NY, NJ    New York County
## 18787 New York, Jersey City, White Plains - NY, NJ    New York County
## 18793 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18795 New York, Jersey City, White Plains - NY, NJ    New York County
## 18811 New York, Jersey City, White Plains - NY, NJ       Kings County
## 18820 New York, Jersey City, White Plains - NY, NJ    New York County
## 18838           Nassau County, Suffolk County - NY      Nassau County
## 18844 New York, Jersey City, White Plains - NY, NJ    New York County
## 18850 New York, Jersey City, White Plains - NY, NJ    New York County
## 18865 New York, Jersey City, White Plains - NY, NJ    New York County
## 18878 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 18898           Nassau County, Suffolk County - NY      Nassau County
## 18909 New York, Jersey City, White Plains - NY, NJ    New York County
## 18915 New York, Jersey City, White Plains - NY, NJ    New York County
## 18951           Nassau County, Suffolk County - NY      Nassau County
## 18970 New York, Jersey City, White Plains - NY, NJ    New York County
## 18991 New York, Jersey City, White Plains - NY, NJ    New York County
## 18992 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 18993 New York, Jersey City, White Plains - NY, NJ    New York County
## 18999 New York, Jersey City, White Plains - NY, NJ    New York County
## 19000 New York, Jersey City, White Plains - NY, NJ    New York County
## 19006 New York, Jersey City, White Plains - NY, NJ    New York County
## 19024           Nassau County, Suffolk County - NY      Nassau County
## 19028 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 19037 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19053           Nassau County, Suffolk County - NY      Nassau County
## 19060 New York, Jersey City, White Plains - NY, NJ    New York County
## 19061 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19069 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19073 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19087 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19091 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19096 New York, Jersey City, White Plains - NY, NJ    New York County
## 19105 New York, Jersey City, White Plains - NY, NJ    New York County
## 19120 New York, Jersey City, White Plains - NY, NJ    New York County
## 19123 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19129 New York, Jersey City, White Plains - NY, NJ    New York County
## 19141 New York, Jersey City, White Plains - NY, NJ    New York County
## 19142          Dutchess County, Putnam County - NY    Dutchess County
## 19168 New York, Jersey City, White Plains - NY, NJ    New York County
## 19177 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19198           Nassau County, Suffolk County - NY      Nassau County
## 19204 New York, Jersey City, White Plains - NY, NJ    New York County
## 19219 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19225 New York, Jersey City, White Plains - NY, NJ    New York County
## 19228           Nassau County, Suffolk County - NY      Nassau County
## 19249 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19263 New York, Jersey City, White Plains - NY, NJ    New York County
## 19267 New York, Jersey City, White Plains - NY, NJ    New York County
## 19269                               Rochester - NY     Ontario County
## 19273 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19291 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19297 New York, Jersey City, White Plains - NY, NJ    New York County
## 19325 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19334                                                 Columbia County
## 19348 New York, Jersey City, White Plains - NY, NJ    New York County
## 19367 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19369 New York, Jersey City, White Plains - NY, NJ    New York County
## 19384 New York, Jersey City, White Plains - NY, NJ    New York County
## 19387 New York, Jersey City, White Plains - NY, NJ    New York County
## 19393 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19397 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 19405 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19411 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19414 New York, Jersey City, White Plains - NY, NJ    New York County
## 19423 New York, Jersey City, White Plains - NY, NJ    New York County
## 19437 New York, Jersey City, White Plains - NY, NJ    New York County
## 19438 New York, Jersey City, White Plains - NY, NJ    New York County
## 19441 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19447           Nassau County, Suffolk County - NY      Nassau County
## 19451 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19454                                                 Chenango County
## 19486 New York, Jersey City, White Plains - NY, NJ    New York County
## 19489 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19516 New York, Jersey City, White Plains - NY, NJ    New York County
## 19519 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19546 New York, Jersey City, White Plains - NY, NJ    New York County
## 19587 New York, Jersey City, White Plains - NY, NJ    New York County
## 19602 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 19603 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19611                                Syracuse - NY    Onondaga County
## 19629 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 19655 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 19657 New York, Jersey City, White Plains - NY, NJ    New York County
## 19675 New York, Jersey City, White Plains - NY, NJ    New York County
## 19682 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 19691 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19701 New York, Jersey City, White Plains - NY, NJ    New York County
## 19709 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19715 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19720 New York, Jersey City, White Plains - NY, NJ    New York County
## 19723 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19729 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19735 New York, Jersey City, White Plains - NY, NJ    New York County
## 19753 New York, Jersey City, White Plains - NY, NJ    New York County
## 19754          Dutchess County, Putnam County - NY    Dutchess County
## 19756 New York, Jersey City, White Plains - NY, NJ    New York County
## 19761 New York, Jersey City, White Plains - NY, NJ    New York County
## 19762 New York, Jersey City, White Plains - NY, NJ    New York County
## 19763 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 19765 New York, Jersey City, White Plains - NY, NJ    New York County
## 19786           Nassau County, Suffolk County - NY      Nassau County
## 19789 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19801 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19807 New York, Jersey City, White Plains - NY, NJ    New York County
## 19811 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19816 New York, Jersey City, White Plains - NY, NJ    New York County
## 19817 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19819 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19823 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19835 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 19843 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19849 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19855 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19859 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19861 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19867 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19873 New York, Jersey City, White Plains - NY, NJ    New York County
## 19887 New York, Jersey City, White Plains - NY, NJ    New York County
## 19895 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19899           Nassau County, Suffolk County - NY      Nassau County
## 19901 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19909 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19925 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19939 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19940               Albany, Schenectady, Troy - NY      Albany County
## 19945 New York, Jersey City, White Plains - NY, NJ       Kings County
## 19981 New York, Jersey City, White Plains - NY, NJ    New York County
## 19999 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 20027 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20032           Nassau County, Suffolk County - NY      Nassau County
## 20035 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 20044 New York, Jersey City, White Plains - NY, NJ    New York County
## 20060               Albany, Schenectady, Troy - NY      Albany County
## 20061                                Syracuse - NY    Onondaga County
## 20063 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20072 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 20080           Nassau County, Suffolk County - NY      Nassau County
## 20081 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20104 New York, Jersey City, White Plains - NY, NJ    New York County
## 20116           Nassau County, Suffolk County - NY      Nassau County
## 20136                                Syracuse - NY    Onondaga County
## 20166                                Syracuse - NY    Onondaga County
## 20167 New York, Jersey City, White Plains - NY, NJ    New York County
## 20175 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20181 New York, Jersey City, White Plains - NY, NJ    New York County
## 20184                                Syracuse - NY    Onondaga County
## 20185 New York, Jersey City, White Plains - NY, NJ    New York County
## 20187 New York, Jersey City, White Plains - NY, NJ    New York County
## 20198                                                 Columbia County
## 20203 New York, Jersey City, White Plains - NY, NJ    New York County
## 20206 New York, Jersey City, White Plains - NY, NJ    New York County
## 20218           Nassau County, Suffolk County - NY      Nassau County
## 20227 New York, Jersey City, White Plains - NY, NJ    New York County
## 20231 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20233 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20236           Nassau County, Suffolk County - NY      Nassau County
## 20237 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20250                                Syracuse - NY    Onondaga County
## 20299 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20301 New York, Jersey City, White Plains - NY, NJ    New York County
## 20302 New York, Jersey City, White Plains - NY, NJ    New York County
## 20308 New York, Jersey City, White Plains - NY, NJ    New York County
## 20326 New York, Jersey City, White Plains - NY, NJ    New York County
## 20332 New York, Jersey City, White Plains - NY, NJ    New York County
## 20339 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20341 New York, Jersey City, White Plains - NY, NJ    New York County
## 20367 New York, Jersey City, White Plains - NY, NJ    New York County
## 20393 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20395 New York, Jersey City, White Plains - NY, NJ    New York County
## 20398 New York, Jersey City, White Plains - NY, NJ    New York County
## 20399 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20401 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20409 New York, Jersey City, White Plains - NY, NJ    New York County
## 20410 New York, Jersey City, White Plains - NY, NJ    New York County
## 20416 New York, Jersey City, White Plains - NY, NJ    New York County
## 20418                                Syracuse - NY    Onondaga County
## 20428           Nassau County, Suffolk County - NY      Nassau County
## 20433 New York, Jersey City, White Plains - NY, NJ    New York County
## 20439 New York, Jersey City, White Plains - NY, NJ    New York County
## 20449 New York, Jersey City, White Plains - NY, NJ    New York County
## 20459 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20469                             Utica, Rome - NY      Oneida County
## 20488           Nassau County, Suffolk County - NY      Nassau County
## 20501 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20511           Nassau County, Suffolk County - NY      Nassau County
## 20516                                  Elmira - NY     Chemung County
## 20517 New York, Jersey City, White Plains - NY, NJ    New York County
## 20519 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20521 New York, Jersey City, White Plains - NY, NJ    New York County
## 20523 New York, Jersey City, White Plains - NY, NJ    New York County
## 20524 New York, Jersey City, White Plains - NY, NJ    New York County
## 20545 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20560 New York, Jersey City, White Plains - NY, NJ    New York County
## 20561 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20579 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20592                                Syracuse - NY    Onondaga County
## 20596 New York, Jersey City, White Plains - NY, NJ    New York County
## 20605 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 20621 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20631 New York, Jersey City, White Plains - NY, NJ    New York County
## 20644 New York, Jersey City, White Plains - NY, NJ    New York County
## 20653 New York, Jersey City, White Plains - NY, NJ    New York County
## 20685 New York, Jersey City, White Plains - NY, NJ    New York County
## 20686 New York, Jersey City, White Plains - NY, NJ    New York County
## 20701 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20703           Nassau County, Suffolk County - NY      Nassau County
## 20716 New York, Jersey City, White Plains - NY, NJ    New York County
## 20723 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20728 New York, Jersey City, White Plains - NY, NJ    New York County
## 20740           Nassau County, Suffolk County - NY      Nassau County
## 20745 New York, Jersey City, White Plains - NY, NJ    New York County
## 20765 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 20795 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20812 New York, Jersey City, White Plains - NY, NJ    New York County
## 20815 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20824 New York, Jersey City, White Plains - NY, NJ    New York County
## 20836 New York, Jersey City, White Plains - NY, NJ    New York County
## 20841 New York, Jersey City, White Plains - NY, NJ    New York County
## 20845 New York, Jersey City, White Plains - NY, NJ    New York County
## 20849 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20853           Nassau County, Suffolk County - NY      Nassau County
## 20872 New York, Jersey City, White Plains - NY, NJ    New York County
## 20886                                Syracuse - NY    Onondaga County
## 20897 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20907 New York, Jersey City, White Plains - NY, NJ    New York County
## 20917 New York, Jersey City, White Plains - NY, NJ       Kings County
## 20920 New York, Jersey City, White Plains - NY, NJ    New York County
## 20926 New York, Jersey City, White Plains - NY, NJ    New York County
## 20944           Nassau County, Suffolk County - NY      Nassau County
## 20962 New York, Jersey City, White Plains - NY, NJ    New York County
## 20968 New York, Jersey City, White Plains - NY, NJ    New York County
## 20980 New York, Jersey City, White Plains - NY, NJ    New York County
## 20992           Nassau County, Suffolk County - NY      Nassau County
## 21003 New York, Jersey City, White Plains - NY, NJ    New York County
## 21013 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21027 New York, Jersey City, White Plains - NY, NJ    New York County
## 21028 New York, Jersey City, White Plains - NY, NJ    New York County
## 21046           Nassau County, Suffolk County - NY      Nassau County
## 21049 New York, Jersey City, White Plains - NY, NJ    New York County
## 21056                                                 Columbia County
## 21095 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 21103 New York, Jersey City, White Plains - NY, NJ    New York County
## 21106 New York, Jersey City, White Plains - NY, NJ    New York County
## 21115 New York, Jersey City, White Plains - NY, NJ    New York County
## 21117           Nassau County, Suffolk County - NY      Nassau County
## 21127           Nassau County, Suffolk County - NY      Nassau County
## 21141 New York, Jersey City, White Plains - NY, NJ    New York County
## 21148 New York, Jersey City, White Plains - NY, NJ    New York County
## 21153 New York, Jersey City, White Plains - NY, NJ    New York County
## 21155 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21166 New York, Jersey City, White Plains - NY, NJ    New York County
## 21172 New York, Jersey City, White Plains - NY, NJ    New York County
## 21173 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21178 New York, Jersey City, White Plains - NY, NJ    New York County
## 21185 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21202 New York, Jersey City, White Plains - NY, NJ    New York County
## 21208 New York, Jersey City, White Plains - NY, NJ    New York County
## 21217 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21219           Nassau County, Suffolk County - NY      Nassau County
## 21220 New York, Jersey City, White Plains - NY, NJ    New York County
## 21229 New York, Jersey City, White Plains - NY, NJ    New York County
## 21231           Nassau County, Suffolk County - NY      Nassau County
## 21255 New York, Jersey City, White Plains - NY, NJ    New York County
## 21256           Nassau County, Suffolk County - NY      Nassau County
## 21261 New York, Jersey City, White Plains - NY, NJ    New York County
## 21269               Albany, Schenectady, Troy - NY  Rensselaer County
## 21271 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 21277 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21280 New York, Jersey City, White Plains - NY, NJ    New York County
## 21292 New York, Jersey City, White Plains - NY, NJ    New York County
## 21295 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21305 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21319 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 21327 New York, Jersey City, White Plains - NY, NJ    New York County
## 21328 New York, Jersey City, White Plains - NY, NJ    New York County
## 21346 New York, Jersey City, White Plains - NY, NJ    New York County
## 21364 New York, Jersey City, White Plains - NY, NJ    New York County
## 21377 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21391 New York, Jersey City, White Plains - NY, NJ    New York County
## 21415 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21429 New York, Jersey City, White Plains - NY, NJ    New York County
## 21439 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21445 New York, Jersey City, White Plains - NY, NJ    New York County
## 21457 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21487 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21505 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21511 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21522                                Syracuse - NY    Onondaga County
## 21532           Nassau County, Suffolk County - NY      Nassau County
## 21533               Albany, Schenectady, Troy - NY  Rensselaer County
## 21538 New York, Jersey City, White Plains - NY, NJ    New York County
## 21545 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21557 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21563 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21571 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21574           Nassau County, Suffolk County - NY      Nassau County
## 21575 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21587 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21589 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21592 New York, Jersey City, White Plains - NY, NJ    New York County
## 21597           Nassau County, Suffolk County - NY      Nassau County
## 21607 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21609 New York, Jersey City, White Plains - NY, NJ      Orange County
## 21622 New York, Jersey City, White Plains - NY, NJ    New York County
## 21635 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21638 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 21643 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21664 New York, Jersey City, White Plains - NY, NJ    New York County
## 21679 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21712 New York, Jersey City, White Plains - NY, NJ    New York County
## 21713 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21718 New York, Jersey City, White Plains - NY, NJ    New York County
## 21721 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21723 New York, Jersey City, White Plains - NY, NJ      Orange County
## 21725               Albany, Schenectady, Troy - NY  Rensselaer County
## 21727 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21733 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21736 New York, Jersey City, White Plains - NY, NJ    New York County
## 21739 New York, Jersey City, White Plains - NY, NJ    New York County
## 21743 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21745 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21751 New York, Jersey City, White Plains - NY, NJ    New York County
## 21760 New York, Jersey City, White Plains - NY, NJ    New York County
## 21778 New York, Jersey City, White Plains - NY, NJ    New York County
## 21787 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21797 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21808           Nassau County, Suffolk County - NY      Nassau County
## 21822                                Syracuse - NY    Onondaga County
## 21839 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21856 New York, Jersey City, White Plains - NY, NJ    New York County
## 21871 New York, Jersey City, White Plains - NY, NJ    New York County
## 21877 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21881 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21886           Nassau County, Suffolk County - NY      Nassau County
## 21903 New York, Jersey City, White Plains - NY, NJ    New York County
## 21905 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21909 New York, Jersey City, White Plains - NY, NJ    New York County
## 21921 New York, Jersey City, White Plains - NY, NJ    New York County
## 21931 New York, Jersey City, White Plains - NY, NJ       Kings County
## 21940 New York, Jersey City, White Plains - NY, NJ    New York County
## 21969 New York, Jersey City, White Plains - NY, NJ    New York County
## 21975 New York, Jersey City, White Plains - NY, NJ    New York County
## 21995               Albany, Schenectady, Troy - NY  Rensselaer County
## 21996                                Syracuse - NY    Onondaga County
## 22054 New York, Jersey City, White Plains - NY, NJ    New York County
## 22066 New York, Jersey City, White Plains - NY, NJ    New York County
## 22095 New York, Jersey City, White Plains - NY, NJ    New York County
## 22102 New York, Jersey City, White Plains - NY, NJ    New York County
## 22105 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22108           Nassau County, Suffolk County - NY      Nassau County
## 22153 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22204 New York, Jersey City, White Plains - NY, NJ    New York County
## 22215 New York, Jersey City, White Plains - NY, NJ    New York County
## 22265 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22271 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22291 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22294           Nassau County, Suffolk County - NY      Nassau County
## 22303 New York, Jersey City, White Plains - NY, NJ    New York County
## 22307 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22329           Nassau County, Suffolk County - NY      Nassau County
## 22333 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22336 New York, Jersey City, White Plains - NY, NJ    New York County
## 22339 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22343 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22347 New York, Jersey City, White Plains - NY, NJ    New York County
## 22348 New York, Jersey City, White Plains - NY, NJ    New York County
## 22355 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22361 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22373 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22395 New York, Jersey City, White Plains - NY, NJ    New York County
## 22400                                                 Columbia County
## 22411 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22413 New York, Jersey City, White Plains - NY, NJ    New York County
## 22414 New York, Jersey City, White Plains - NY, NJ    New York County
## 22427 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22433 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22435 New York, Jersey City, White Plains - NY, NJ    New York County
## 22453 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 22455           Nassau County, Suffolk County - NY      Nassau County
## 22463 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22468 New York, Jersey City, White Plains - NY, NJ    New York County
## 22475 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22492 New York, Jersey City, White Plains - NY, NJ    New York County
## 22497 New York, Jersey City, White Plains - NY, NJ    New York County
## 22503           Nassau County, Suffolk County - NY      Nassau County
## 22515 New York, Jersey City, White Plains - NY, NJ    New York County
## 22517 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22522 New York, Jersey City, White Plains - NY, NJ    New York County
## 22526                                                 Columbia County
## 22528 New York, Jersey City, White Plains - NY, NJ    New York County
## 22535               Albany, Schenectady, Troy - NY  Rensselaer County
## 22537 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22547 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22551           Nassau County, Suffolk County - NY      Nassau County
## 22552           Nassau County, Suffolk County - NY      Nassau County
## 22558           Nassau County, Suffolk County - NY      Nassau County
## 22567 New York, Jersey City, White Plains - NY, NJ    New York County
## 22576 New York, Jersey City, White Plains - NY, NJ    New York County
## 22579 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22583 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22589 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22591 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22595 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22606 New York, Jersey City, White Plains - NY, NJ    New York County
## 22612 New York, Jersey City, White Plains - NY, NJ    New York County
## 22615 New York, Jersey City, White Plains - NY, NJ    New York County
## 22619 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22624 New York, Jersey City, White Plains - NY, NJ    New York County
## 22636           Nassau County, Suffolk County - NY      Nassau County
## 22637 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22643 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22648 New York, Jersey City, White Plains - NY, NJ    New York County
## 22651 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22665 New York, Jersey City, White Plains - NY, NJ    New York County
## 22666 New York, Jersey City, White Plains - NY, NJ    New York County
## 22677 New York, Jersey City, White Plains - NY, NJ    New York County
## 22679 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22681 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22684 New York, Jersey City, White Plains - NY, NJ    New York County
## 22685 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22695                                Syracuse - NY    Onondaga County
## 22696           Nassau County, Suffolk County - NY      Nassau County
## 22697 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22709 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22711 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22715 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22717 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22723 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22735 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22738 New York, Jersey City, White Plains - NY, NJ    New York County
## 22741 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22744 New York, Jersey City, White Plains - NY, NJ    New York County
## 22745 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22756 New York, Jersey City, White Plains - NY, NJ    New York County
## 22762 New York, Jersey City, White Plains - NY, NJ    New York County
## 22763               Albany, Schenectady, Troy - NY  Rensselaer County
## 22767 New York, Jersey City, White Plains - NY, NJ    New York County
## 22786 New York, Jersey City, White Plains - NY, NJ    New York County
## 22792 New York, Jersey City, White Plains - NY, NJ    New York County
## 22803           Nassau County, Suffolk County - NY      Nassau County
## 22805 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22810 New York, Jersey City, White Plains - NY, NJ    New York County
## 22815           Nassau County, Suffolk County - NY      Nassau County
## 22823 New York, Jersey City, White Plains - NY, NJ       Kings County
## 22834 New York, Jersey City, White Plains - NY, NJ    New York County
## 22846 New York, Jersey City, White Plains - NY, NJ    New York County
## 22852           Nassau County, Suffolk County - NY      Nassau County
## 22855 New York, Jersey City, White Plains - NY, NJ    New York County
## 22866               Albany, Schenectady, Troy - NY      Albany County
## 22903 New York, Jersey City, White Plains - NY, NJ    New York County
## 22911 New York, Jersey City, White Plains - NY, NJ    New York County
## 22963 New York, Jersey City, White Plains - NY, NJ    New York County
## 22981 New York, Jersey City, White Plains - NY, NJ    New York County
## 22996 New York, Jersey City, White Plains - NY, NJ    New York County
## 23019 New York, Jersey City, White Plains - NY, NJ    New York County
## 23020           Nassau County, Suffolk County - NY      Nassau County
## 23029 New York, Jersey City, White Plains - NY, NJ    New York County
## 23038 New York, Jersey City, White Plains - NY, NJ    New York County
## 23039               Albany, Schenectady, Troy - NY  Rensselaer County
## 23053 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23066           Nassau County, Suffolk County - NY      Nassau County
## 23071 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 23078           Nassau County, Suffolk County - NY      Nassau County
## 23079 New York, Jersey City, White Plains - NY, NJ    New York County
## 23089 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23095 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23104 New York, Jersey City, White Plains - NY, NJ    New York County
## 23107 New York, Jersey City, White Plains - NY, NJ    New York County
## 23113 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23125 New York, Jersey City, White Plains - NY, NJ    New York County
## 23143 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23149 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23151 New York, Jersey City, White Plains - NY, NJ    New York County
## 23155 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23157 New York, Jersey City, White Plains - NY, NJ    New York County
## 23158 New York, Jersey City, White Plains - NY, NJ    New York County
## 23167 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23173 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23182           Nassau County, Suffolk County - NY      Nassau County
## 23224           Nassau County, Suffolk County - NY      Nassau County
## 23230 New York, Jersey City, White Plains - NY, NJ    New York County
## 23245 New York, Jersey City, White Plains - NY, NJ    New York County
## 23254 New York, Jersey City, White Plains - NY, NJ    New York County
## 23257 New York, Jersey City, White Plains - NY, NJ    New York County
## 23265 New York, Jersey City, White Plains - NY, NJ    New York County
## 23299 New York, Jersey City, White Plains - NY, NJ    New York County
## 23302 New York, Jersey City, White Plains - NY, NJ    New York County
## 23321 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23325           Nassau County, Suffolk County - NY      Nassau County
## 23329 New York, Jersey City, White Plains - NY, NJ    New York County
## 23337                                Syracuse - NY    Onondaga County
## 23356           Nassau County, Suffolk County - NY      Nassau County
## 23369 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23387 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23407 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23416           Nassau County, Suffolk County - NY      Nassau County
## 23423 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23432           Nassau County, Suffolk County - NY      Nassau County
## 23435               Albany, Schenectady, Troy - NY  Rensselaer County
## 23446 New York, Jersey City, White Plains - NY, NJ    New York County
## 23449 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23452 New York, Jersey City, White Plains - NY, NJ    New York County
## 23475 New York, Jersey City, White Plains - NY, NJ    New York County
## 23479 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23480           Nassau County, Suffolk County - NY      Nassau County
## 23481 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23485 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23507 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23522           Nassau County, Suffolk County - NY      Nassau County
## 23539 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23545 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23547 New York, Jersey City, White Plains - NY, NJ    New York County
## 23563 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23566 New York, Jersey City, White Plains - NY, NJ    New York County
## 23573 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23576           Nassau County, Suffolk County - NY      Nassau County
## 23584 New York, Jersey City, White Plains - NY, NJ    New York County
## 23593 New York, Jersey City, White Plains - NY, NJ    New York County
## 23596 New York, Jersey City, White Plains - NY, NJ    New York County
## 23599 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23606           Nassau County, Suffolk County - NY      Nassau County
## 23607 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 23608 New York, Jersey City, White Plains - NY, NJ    New York County
## 23619          Dutchess County, Putnam County - NY      Putnam County
## 23629 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23631 New York, Jersey City, White Plains - NY, NJ    New York County
## 23648           Nassau County, Suffolk County - NY      Nassau County
## 23656           Nassau County, Suffolk County - NY      Nassau County
## 23659 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23665 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23671 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23677 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23683 New York, Jersey City, White Plains - NY, NJ    New York County
## 23689 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23707 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23714           Nassau County, Suffolk County - NY      Nassau County
## 23741 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23755 New York, Jersey City, White Plains - NY, NJ    New York County
## 23757 New York, Jersey City, White Plains - NY, NJ    New York County
## 23783 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23788 New York, Jersey City, White Plains - NY, NJ    New York County
## 23800 New York, Jersey City, White Plains - NY, NJ    New York County
## 23803 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 23807 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23821 New York, Jersey City, White Plains - NY, NJ    New York County
## 23824 New York, Jersey City, White Plains - NY, NJ    New York County
## 23836 New York, Jersey City, White Plains - NY, NJ    New York County
## 23848           Nassau County, Suffolk County - NY      Nassau County
## 23853 New York, Jersey City, White Plains - NY, NJ    New York County
## 23871           Nassau County, Suffolk County - NY      Nassau County
## 23883 New York, Jersey City, White Plains - NY, NJ    New York County
## 23890 New York, Jersey City, White Plains - NY, NJ    New York County
## 23909 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23914 New York, Jersey City, White Plains - NY, NJ    New York County
## 23918           Nassau County, Suffolk County - NY      Nassau County
## 23919                               Rochester - NY      Monroe County
## 23926 New York, Jersey City, White Plains - NY, NJ    New York County
## 23930           Nassau County, Suffolk County - NY      Nassau County
## 23931 New York, Jersey City, White Plains - NY, NJ    New York County
## 23943 New York, Jersey City, White Plains - NY, NJ    New York County
## 23947 New York, Jersey City, White Plains - NY, NJ    New York County
## 23950 New York, Jersey City, White Plains - NY, NJ    New York County
## 23963 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23969 New York, Jersey City, White Plains - NY, NJ       Kings County
## 23974 New York, Jersey City, White Plains - NY, NJ    New York County
## 23979           Nassau County, Suffolk County - NY      Nassau County
## 23984           Nassau County, Suffolk County - NY      Nassau County
## 23987 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24004 New York, Jersey City, White Plains - NY, NJ    New York County
## 24014           Nassau County, Suffolk County - NY      Nassau County
## 24023 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24029 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24031 New York, Jersey City, White Plains - NY, NJ    New York County
## 24033 New York, Jersey City, White Plains - NY, NJ    New York County
## 24040 New York, Jersey City, White Plains - NY, NJ    New York County
## 24046 New York, Jersey City, White Plains - NY, NJ    New York County
## 24050           Nassau County, Suffolk County - NY      Nassau County
## 24051 New York, Jersey City, White Plains - NY, NJ    New York County
## 24081 New York, Jersey City, White Plains - NY, NJ    New York County
## 24087 New York, Jersey City, White Plains - NY, NJ    New York County
## 24098           Nassau County, Suffolk County - NY      Nassau County
## 24105 New York, Jersey City, White Plains - NY, NJ    New York County
## 24107 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24122           Nassau County, Suffolk County - NY      Nassau County
## 24128           Nassau County, Suffolk County - NY      Nassau County
## 24140           Nassau County, Suffolk County - NY      Nassau County
## 24145                    Watertown, Fort Drum - NY   Jefferson County
## 24147 New York, Jersey City, White Plains - NY, NJ    New York County
## 24164           Nassau County, Suffolk County - NY      Nassau County
## 24165           Nassau County, Suffolk County - NY      Nassau County
## 24172 New York, Jersey City, White Plains - NY, NJ    New York County
## 24182           Nassau County, Suffolk County - NY      Nassau County
## 24185               Albany, Schenectady, Troy - NY  Rensselaer County
## 24210                             Utica, Rome - NY      Oneida County
## 24213 New York, Jersey City, White Plains - NY, NJ    New York County
## 24217           Nassau County, Suffolk County - NY      Nassau County
## 24223 New York, Jersey City, White Plains - NY, NJ    New York County
## 24225 New York, Jersey City, White Plains - NY, NJ    New York County
## 24232 New York, Jersey City, White Plains - NY, NJ    New York County
## 24233 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24236           Nassau County, Suffolk County - NY      Nassau County
## 24245               Albany, Schenectady, Troy - NY  Rensselaer County
## 24248           Nassau County, Suffolk County - NY      Nassau County
## 24254           Nassau County, Suffolk County - NY      Nassau County
## 24272           Nassau County, Suffolk County - NY      Nassau County
## 24280 New York, Jersey City, White Plains - NY, NJ    New York County
## 24284           Nassau County, Suffolk County - NY      Nassau County
## 24290           Nassau County, Suffolk County - NY      Nassau County
## 24292 New York, Jersey City, White Plains - NY, NJ    New York County
## 24310 New York, Jersey City, White Plains - NY, NJ    New York County
## 24311 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24313           Nassau County, Suffolk County - NY      Nassau County
## 24314           Nassau County, Suffolk County - NY      Nassau County
## 24325                    Watertown, Fort Drum - NY   Jefferson County
## 24334 New York, Jersey City, White Plains - NY, NJ    New York County
## 24341 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24350           Nassau County, Suffolk County - NY      Nassau County
## 24352 New York, Jersey City, White Plains - NY, NJ    New York County
## 24359 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24365 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24371 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24377 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24389 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24395 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24410           Nassau County, Suffolk County - NY      Nassau County
## 24423 New York, Jersey City, White Plains - NY, NJ    New York County
## 24425 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24449 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24454 New York, Jersey City, White Plains - NY, NJ    New York County
## 24464           Nassau County, Suffolk County - NY      Nassau County
## 24466 New York, Jersey City, White Plains - NY, NJ    New York County
## 24472 New York, Jersey City, White Plains - NY, NJ    New York County
## 24473 New York, Jersey City, White Plains - NY, NJ       Kings County
## 24488           Nassau County, Suffolk County - NY      Nassau County
## 24490           Nassau County, Suffolk County - NY      Nassau County
## 24506           Nassau County, Suffolk County - NY      Nassau County
## 24524           Nassau County, Suffolk County - NY      Nassau County
## 24549 New York, Jersey City, White Plains - NY, NJ    New York County
## 24554           Nassau County, Suffolk County - NY      Nassau County
## 24566           Nassau County, Suffolk County - NY      Nassau County
## 24572           Nassau County, Suffolk County - NY      Nassau County
## 24578           Nassau County, Suffolk County - NY      Nassau County
## 24584           Nassau County, Suffolk County - NY      Nassau County
## 24590           Nassau County, Suffolk County - NY      Nassau County
## 24596           Nassau County, Suffolk County - NY      Nassau County
## 24602           Nassau County, Suffolk County - NY      Nassau County
## 24608           Nassau County, Suffolk County - NY      Nassau County
## 24610 New York, Jersey City, White Plains - NY, NJ    New York County
## 24614           Nassau County, Suffolk County - NY      Nassau County
## 24658 New York, Jersey City, White Plains - NY, NJ    New York County
## 24670 New York, Jersey City, White Plains - NY, NJ    New York County
## 24675           Nassau County, Suffolk County - NY      Nassau County
## 24682           Nassau County, Suffolk County - NY      Nassau County
## 24700 New York, Jersey City, White Plains - NY, NJ    New York County
## 24722           Nassau County, Suffolk County - NY      Nassau County
## 24723 New York, Jersey City, White Plains - NY, NJ    New York County
## 24724 New York, Jersey City, White Plains - NY, NJ    New York County
## 24740           Nassau County, Suffolk County - NY      Nassau County
## 24748 New York, Jersey City, White Plains - NY, NJ    New York County
## 24785                    Watertown, Fort Drum - NY   Jefferson County
## 24788           Nassau County, Suffolk County - NY      Nassau County
## 24795 New York, Jersey City, White Plains - NY, NJ    New York County
## 24796 New York, Jersey City, White Plains - NY, NJ    New York County
## 24813 New York, Jersey City, White Plains - NY, NJ    New York County
## 24835 New York, Jersey City, White Plains - NY, NJ    New York County
## 24837 New York, Jersey City, White Plains - NY, NJ    New York County
## 24843 New York, Jersey City, White Plains - NY, NJ    New York County
## 24854           Nassau County, Suffolk County - NY      Nassau County
## 24860           Nassau County, Suffolk County - NY      Nassau County
## 24865 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 24886 New York, Jersey City, White Plains - NY, NJ    New York County
## 24892 New York, Jersey City, White Plains - NY, NJ    New York County
## 24927 New York, Jersey City, White Plains - NY, NJ    New York County
## 24928 New York, Jersey City, White Plains - NY, NJ    New York County
## 24940 New York, Jersey City, White Plains - NY, NJ    New York County
## 24946 New York, Jersey City, White Plains - NY, NJ    New York County
## 24950           Nassau County, Suffolk County - NY      Nassau County
## 24951 New York, Jersey City, White Plains - NY, NJ    New York County
## 24956           Nassau County, Suffolk County - NY      Nassau County
## 24965               Albany, Schenectady, Troy - NY  Rensselaer County
## 24975 New York, Jersey City, White Plains - NY, NJ    New York County
## 24976           Nassau County, Suffolk County - NY      Nassau County
## 24982 New York, Jersey City, White Plains - NY, NJ    New York County
## 24999 New York, Jersey City, White Plains - NY, NJ    New York County
## 25011           Nassau County, Suffolk County - NY      Nassau County
## 25017 New York, Jersey City, White Plains - NY, NJ    New York County
## 25027 New York, Jersey City, White Plains - NY, NJ    New York County
## 25046           Nassau County, Suffolk County - NY      Nassau County
## 25089 New York, Jersey City, White Plains - NY, NJ    New York County
## 25102 New York, Jersey City, White Plains - NY, NJ    New York County
## 25149 New York, Jersey City, White Plains - NY, NJ    New York County
## 25172           Nassau County, Suffolk County - NY      Nassau County
## 25173 New York, Jersey City, White Plains - NY, NJ    New York County
## 25185 New York, Jersey City, White Plains - NY, NJ    New York County
## 25196           Nassau County, Suffolk County - NY      Nassau County
## 25210 New York, Jersey City, White Plains - NY, NJ    New York County
## 25222 New York, Jersey City, White Plains - NY, NJ    New York County
## 25240           Nassau County, Suffolk County - NY      Nassau County
## 25294 New York, Jersey City, White Plains - NY, NJ    New York County
## 25304           Nassau County, Suffolk County - NY      Nassau County
## 25305 New York, Jersey City, White Plains - NY, NJ    New York County
## 25318 New York, Jersey City, White Plains - NY, NJ    New York County
## 25336           Nassau County, Suffolk County - NY      Nassau County
## 25365 New York, Jersey City, White Plains - NY, NJ    New York County
## 25400           Nassau County, Suffolk County - NY      Nassau County
## 25406           Nassau County, Suffolk County - NY      Nassau County
## 25426 New York, Jersey City, White Plains - NY, NJ    New York County
## 25431 New York, Jersey City, White Plains - NY, NJ    New York County
## 25450 New York, Jersey City, White Plains - NY, NJ    New York County
## 25461 New York, Jersey City, White Plains - NY, NJ    New York County
## 25491 New York, Jersey City, White Plains - NY, NJ    New York County
## 25503 New York, Jersey City, White Plains - NY, NJ    New York County
## 25504 New York, Jersey City, White Plains - NY, NJ    New York County
## 25534 New York, Jersey City, White Plains - NY, NJ    New York County
## 25540 New York, Jersey City, White Plains - NY, NJ    New York County
## 25577               Albany, Schenectady, Troy - NY  Rensselaer County
## 25588 New York, Jersey City, White Plains - NY, NJ    New York County
## 25612 New York, Jersey City, White Plains - NY, NJ    New York County
## 25654 New York, Jersey City, White Plains - NY, NJ    New York County
## 25660 New York, Jersey City, White Plains - NY, NJ    New York County
## 25675 New York, Jersey City, White Plains - NY, NJ    New York County
## 25681 New York, Jersey City, White Plains - NY, NJ    New York County
## 25696 New York, Jersey City, White Plains - NY, NJ    New York County
## 25702 New York, Jersey City, White Plains - NY, NJ    New York County
## 25705 New York, Jersey City, White Plains - NY, NJ    New York County
## 25756 New York, Jersey City, White Plains - NY, NJ    New York County
## 25771 New York, Jersey City, White Plains - NY, NJ    New York County
## 25774 New York, Jersey City, White Plains - NY, NJ    New York County
## 25796           Nassau County, Suffolk County - NY      Nassau County
## 25803 New York, Jersey City, White Plains - NY, NJ    New York County
## 25810 New York, Jersey City, White Plains - NY, NJ    New York County
## 25885 New York, Jersey City, White Plains - NY, NJ    New York County
## 25894           Nassau County, Suffolk County - NY      Nassau County
## 25906 New York, Jersey City, White Plains - NY, NJ    New York County
## 25912 New York, Jersey City, White Plains - NY, NJ    New York County
## 25931 New York, Jersey City, White Plains - NY, NJ      Queens County
## 25937 New York, Jersey City, White Plains - NY, NJ      Queens County
## 25939                    Watertown, Fort Drum - NY   Jefferson County
## 25945 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 25948 New York, Jersey City, White Plains - NY, NJ    New York County
## 25957 New York, Jersey City, White Plains - NY, NJ    New York County
## 25971 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26038 New York, Jersey City, White Plains - NY, NJ    New York County
## 26067 New York, Jersey City, White Plains - NY, NJ    New York County
## 26068           Nassau County, Suffolk County - NY      Nassau County
## 26077 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26080           Nassau County, Suffolk County - NY      Nassau County
## 26126           Nassau County, Suffolk County - NY      Nassau County
## 26131           Nassau County, Suffolk County - NY      Nassau County
## 26143 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26155 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26184                             Utica, Rome - NY      Oneida County
## 26188 New York, Jersey City, White Plains - NY, NJ    New York County
## 26194 New York, Jersey City, White Plains - NY, NJ    New York County
## 26296 New York, Jersey City, White Plains - NY, NJ    New York County
## 26314 New York, Jersey City, White Plains - NY, NJ    New York County
## 26321 New York, Jersey City, White Plains - NY, NJ      Queens County
## 26327 New York, Jersey City, White Plains - NY, NJ      Queens County
## 26365 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26371 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26385 New York, Jersey City, White Plains - NY, NJ    New York County
## 26393                    Watertown, Fort Drum - NY   Jefferson County
## 26398           Nassau County, Suffolk County - NY      Nassau County
## 26401 New York, Jersey City, White Plains - NY, NJ    New York County
## 26431                    Watertown, Fort Drum - NY   Jefferson County
## 26432           Nassau County, Suffolk County - NY      Nassau County
## 26443 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26455 New York, Jersey City, White Plains - NY, NJ    New York County
## 26457          Dutchess County, Putnam County - NY      Putnam County
## 26464 New York, Jersey City, White Plains - NY, NJ    New York County
## 26485 New York, Jersey City, White Plains - NY, NJ    New York County
## 26488 New York, Jersey City, White Plains - NY, NJ    New York County
## 26506 New York, Jersey City, White Plains - NY, NJ    New York County
## 26521 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26527 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26530 New York, Jersey City, White Plains - NY, NJ    New York County
## 26542 New York, Jersey City, White Plains - NY, NJ    New York County
## 26557 New York, Jersey City, White Plains - NY, NJ    New York County
## 26563 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26572           Nassau County, Suffolk County - NY      Nassau County
## 26575 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26596 New York, Jersey City, White Plains - NY, NJ    New York County
## 26601 New York, Jersey City, White Plains - NY, NJ    New York County
## 26608 New York, Jersey City, White Plains - NY, NJ    New York County
## 26609                    Watertown, Fort Drum - NY   Jefferson County
## 26620 New York, Jersey City, White Plains - NY, NJ    New York County
## 26625 New York, Jersey City, White Plains - NY, NJ    New York County
## 26650 New York, Jersey City, White Plains - NY, NJ    New York County
## 26651 New York, Jersey City, White Plains - NY, NJ      Queens County
## 26683                    Watertown, Fort Drum - NY   Jefferson County
## 26708           Nassau County, Suffolk County - NY      Nassau County
## 26725 New York, Jersey City, White Plains - NY, NJ    New York County
## 26737 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26770 New York, Jersey City, White Plains - NY, NJ    New York County
## 26776 New York, Jersey City, White Plains - NY, NJ    New York County
## 26782 New York, Jersey City, White Plains - NY, NJ    New York County
## 26794 New York, Jersey City, White Plains - NY, NJ    New York County
## 26799 New York, Jersey City, White Plains - NY, NJ    New York County
## 26800 New York, Jersey City, White Plains - NY, NJ    New York County
## 26851 New York, Jersey City, White Plains - NY, NJ    New York County
## 26869 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 26902 New York, Jersey City, White Plains - NY, NJ    New York County
## 26950 New York, Jersey City, White Plains - NY, NJ       Kings County
## 26956           Nassau County, Suffolk County - NY      Nassau County
## 26983 New York, Jersey City, White Plains - NY, NJ    New York County
## 27000     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 27055           Nassau County, Suffolk County - NY      Nassau County
## 27075           Nassau County, Suffolk County - NY      Nassau County
## 27077 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27082           Nassau County, Suffolk County - NY      Nassau County
## 27092           Nassau County, Suffolk County - NY      Nassau County
## 27111 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27136 New York, Jersey City, White Plains - NY, NJ    New York County
## 27163 New York, Jersey City, White Plains - NY, NJ    New York County
## 27184 New York, Jersey City, White Plains - NY, NJ    New York County
## 27190 New York, Jersey City, White Plains - NY, NJ    New York County
## 27191 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27196 New York, Jersey City, White Plains - NY, NJ    New York County
## 27214 New York, Jersey City, White Plains - NY, NJ    New York County
## 27217 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27227 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27245 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27249 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27265           Nassau County, Suffolk County - NY      Nassau County
## 27293 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27301 New York, Jersey City, White Plains - NY, NJ    New York County
## 27304           Nassau County, Suffolk County - NY      Nassau County
## 27309           Nassau County, Suffolk County - NY      Nassau County
## 27316 New York, Jersey City, White Plains - NY, NJ    New York County
## 27322           Nassau County, Suffolk County - NY      Nassau County
## 27328 New York, Jersey City, White Plains - NY, NJ    New York County
## 27334 New York, Jersey City, White Plains - NY, NJ    New York County
## 27338           Nassau County, Suffolk County - NY      Nassau County
## 27387 New York, Jersey City, White Plains - NY, NJ    New York County
## 27389 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27439 New York, Jersey City, White Plains - NY, NJ    New York County
## 27447 New York, Jersey City, White Plains - NY, NJ    New York County
## 27477 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27505 New York, Jersey City, White Plains - NY, NJ    New York County
## 27508 New York, Jersey City, White Plains - NY, NJ    New York County
## 27511 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27520 New York, Jersey City, White Plains - NY, NJ    New York County
## 27528           Nassau County, Suffolk County - NY     Suffolk County
## 27592 New York, Jersey City, White Plains - NY, NJ    New York County
## 27602           Nassau County, Suffolk County - NY      Nassau County
## 27623 New York, Jersey City, White Plains - NY, NJ      Queens County
## 27625 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27637 New York, Jersey City, White Plains - NY, NJ    New York County
## 27640 New York, Jersey City, White Plains - NY, NJ    New York County
## 27643 New York, Jersey City, White Plains - NY, NJ    New York County
## 27652 New York, Jersey City, White Plains - NY, NJ    New York County
## 27745 New York, Jersey City, White Plains - NY, NJ    New York County
## 27778           Nassau County, Suffolk County - NY      Nassau County
## 27794           Nassau County, Suffolk County - NY      Nassau County
## 27808           Nassau County, Suffolk County - NY      Nassau County
## 27811 New York, Jersey City, White Plains - NY, NJ    New York County
## 27814 New York, Jersey City, White Plains - NY, NJ    New York County
## 27826 New York, Jersey City, White Plains - NY, NJ    New York County
## 27856 New York, Jersey City, White Plains - NY, NJ    New York County
## 27861 New York, Jersey City, White Plains - NY, NJ    New York County
## 27874 New York, Jersey City, White Plains - NY, NJ    New York County
## 27875                    Watertown, Fort Drum - NY   Jefferson County
## 27880 New York, Jersey City, White Plains - NY, NJ    New York County
## 27886 New York, Jersey City, White Plains - NY, NJ    New York County
## 27922 New York, Jersey City, White Plains - NY, NJ    New York County
## 27934 New York, Jersey City, White Plains - NY, NJ    New York County
## 27944           Nassau County, Suffolk County - NY      Nassau County
## 27946 New York, Jersey City, White Plains - NY, NJ    New York County
## 27952 New York, Jersey City, White Plains - NY, NJ    New York County
## 27956           Nassau County, Suffolk County - NY      Nassau County
## 27968           Nassau County, Suffolk County - NY      Nassau County
## 27981 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 27991 New York, Jersey City, White Plains - NY, NJ    New York County
## 27992           Nassau County, Suffolk County - NY      Nassau County
## 27998           Nassau County, Suffolk County - NY      Nassau County
## 28006 New York, Jersey City, White Plains - NY, NJ    New York County
## 28012 New York, Jersey City, White Plains - NY, NJ    New York County
## 28028           Nassau County, Suffolk County - NY      Nassau County
## 28030 New York, Jersey City, White Plains - NY, NJ    New York County
## 28034           Nassau County, Suffolk County - NY      Nassau County
## 28040           Nassau County, Suffolk County - NY      Nassau County
## 28044     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 28052           Nassau County, Suffolk County - NY      Nassau County
## 28084 New York, Jersey City, White Plains - NY, NJ    New York County
## 28095 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28104     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 28108 New York, Jersey City, White Plains - NY, NJ       Kings County
## 28129 New York, Jersey City, White Plains - NY, NJ    New York County
## 28132 New York, Jersey City, White Plains - NY, NJ    New York County
## 28136           Nassau County, Suffolk County - NY      Nassau County
## 28147 New York, Jersey City, White Plains - NY, NJ    New York County
## 28156 New York, Jersey City, White Plains - NY, NJ    New York County
## 28185 New York, Jersey City, White Plains - NY, NJ    New York County
## 28196           Nassau County, Suffolk County - NY      Nassau County
## 28198 New York, Jersey City, White Plains - NY, NJ    New York County
## 28201 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 28223 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28225 New York, Jersey City, White Plains - NY, NJ    New York County
## 28276 New York, Jersey City, White Plains - NY, NJ    New York County
## 28315 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 28330 New York, Jersey City, White Plains - NY, NJ    New York County
## 28334           Nassau County, Suffolk County - NY      Nassau County
## 28339 New York, Jersey City, White Plains - NY, NJ    New York County
## 28352           Nassau County, Suffolk County - NY      Nassau County
## 28375           Nassau County, Suffolk County - NY      Nassau County
## 28384 New York, Jersey City, White Plains - NY, NJ    New York County
## 28396     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 28432 New York, Jersey City, White Plains - NY, NJ    New York County
## 28444 New York, Jersey City, White Plains - NY, NJ    New York County
## 28454           Nassau County, Suffolk County - NY      Nassau County
## 28462 New York, Jersey City, White Plains - NY, NJ    New York County
## 28486 New York, Jersey City, White Plains - NY, NJ    New York County
## 28487 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28504 New York, Jersey City, White Plains - NY, NJ    New York County
## 28517 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28522 New York, Jersey City, White Plains - NY, NJ    New York County
## 28523 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28529 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28544           Nassau County, Suffolk County - NY      Nassau County
## 28547 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28552           Nassau County, Suffolk County - NY      Nassau County
## 28553 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28556           Nassau County, Suffolk County - NY      Nassau County
## 28558 New York, Jersey City, White Plains - NY, NJ    New York County
## 28574           Nassau County, Suffolk County - NY      Nassau County
## 28582           Nassau County, Suffolk County - NY      Nassau County
## 28587 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28588 New York, Jersey City, White Plains - NY, NJ    New York County
## 28591                                                   Greene County
## 28601 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28604           Nassau County, Suffolk County - NY      Nassau County
## 28610           Nassau County, Suffolk County - NY      Nassau County
## 28622           Nassau County, Suffolk County - NY      Nassau County
## 28627           Nassau County, Suffolk County - NY      Nassau County
## 28657 New York, Jersey City, White Plains - NY, NJ    New York County
## 28658           Nassau County, Suffolk County - NY      Nassau County
## 28677 New York, Jersey City, White Plains - NY, NJ    New York County
## 28705 New York, Jersey City, White Plains - NY, NJ    New York County
## 28709 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28712           Nassau County, Suffolk County - NY      Nassau County
## 28730           Nassau County, Suffolk County - NY      Nassau County
## 28737 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28748           Nassau County, Suffolk County - NY      Nassau County
## 28822 New York, Jersey City, White Plains - NY, NJ    New York County
## 28833                               Rochester - NY      Monroe County
## 28838           Nassau County, Suffolk County - NY      Nassau County
## 28843 New York, Jersey City, White Plains - NY, NJ    New York County
## 28868           Nassau County, Suffolk County - NY      Nassau County
## 28885 New York, Jersey City, White Plains - NY, NJ    New York County
## 28889 New York, Jersey City, White Plains - NY, NJ      Queens County
## 28918 New York, Jersey City, White Plains - NY, NJ    New York County
## 28936 New York, Jersey City, White Plains - NY, NJ    New York County
## 28938     Buffalo, Cheektowaga, Niagara Falls - NY     Niagara County
## 28954 New York, Jersey City, White Plains - NY, NJ    New York County
## 28989 New York, Jersey City, White Plains - NY, NJ    New York County
## 29013 New York, Jersey City, White Plains - NY, NJ    New York County
## 29021 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29032           Nassau County, Suffolk County - NY      Nassau County
## 29050 New York, Jersey City, White Plains - NY, NJ    New York County
## 29069 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29099 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29109 New York, Jersey City, White Plains - NY, NJ    New York County
## 29116           Nassau County, Suffolk County - NY      Nassau County
## 29122           Nassau County, Suffolk County - NY      Nassau County
## 29127 New York, Jersey City, White Plains - NY, NJ    New York County
## 29128 New York, Jersey City, White Plains - NY, NJ    New York County
## 29134 New York, Jersey City, White Plains - NY, NJ    New York County
## 29143 New York, Jersey City, White Plains - NY, NJ    New York County
## 29146 New York, Jersey City, White Plains - NY, NJ    New York County
## 29170 New York, Jersey City, White Plains - NY, NJ    New York County
## 29181           Nassau County, Suffolk County - NY      Nassau County
## 29188 New York, Jersey City, White Plains - NY, NJ    New York County
## 29200 New York, Jersey City, White Plains - NY, NJ    New York County
## 29212 New York, Jersey City, White Plains - NY, NJ    New York County
## 29216           Nassau County, Suffolk County - NY      Nassau County
## 29242 New York, Jersey City, White Plains - NY, NJ    New York County
## 29269 New York, Jersey City, White Plains - NY, NJ    New York County
## 29272 New York, Jersey City, White Plains - NY, NJ    New York County
## 29277 New York, Jersey City, White Plains - NY, NJ    New York County
## 29283 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29303 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29311 New York, Jersey City, White Plains - NY, NJ    New York County
## 29331     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 29381 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29415 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29460 New York, Jersey City, White Plains - NY, NJ    New York County
## 29483 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29503                                                   Greene County
## 29514 New York, Jersey City, White Plains - NY, NJ    New York County
## 29515 New York, Jersey City, White Plains - NY, NJ    New York County
## 29523           Nassau County, Suffolk County - NY      Nassau County
## 29526 New York, Jersey City, White Plains - NY, NJ    New York County
## 29533 New York, Jersey City, White Plains - NY, NJ    New York County
## 29555 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29575 New York, Jersey City, White Plains - NY, NJ    New York County
## 29592 New York, Jersey City, White Plains - NY, NJ    New York County
## 29604 New York, Jersey City, White Plains - NY, NJ    New York County
## 29622 New York, Jersey City, White Plains - NY, NJ    New York County
## 29674               Albany, Schenectady, Troy - NY      Albany County
## 29678           Nassau County, Suffolk County - NY      Nassau County
## 29683 New York, Jersey City, White Plains - NY, NJ    New York County
## 29689 New York, Jersey City, White Plains - NY, NJ    New York County
## 29700 New York, Jersey City, White Plains - NY, NJ    New York County
## 29706 New York, Jersey City, White Plains - NY, NJ    New York County
## 29713 New York, Jersey City, White Plains - NY, NJ    New York County
## 29715 New York, Jersey City, White Plains - NY, NJ    New York County
## 29730 New York, Jersey City, White Plains - NY, NJ    New York County
## 29736 New York, Jersey City, White Plains - NY, NJ    New York County
## 29745 New York, Jersey City, White Plains - NY, NJ      Orange County
## 29754 New York, Jersey City, White Plains - NY, NJ    New York County
## 29760 New York, Jersey City, White Plains - NY, NJ    New York County
## 29761 New York, Jersey City, White Plains - NY, NJ    New York County
## 29779 New York, Jersey City, White Plains - NY, NJ    New York County
## 29814 New York, Jersey City, White Plains - NY, NJ    New York County
## 29829 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29833 New York, Jersey City, White Plains - NY, NJ    New York County
## 29856 New York, Jersey City, White Plains - NY, NJ    New York County
## 29868 New York, Jersey City, White Plains - NY, NJ    New York County
## 29889           Nassau County, Suffolk County - NY      Nassau County
## 29903 New York, Jersey City, White Plains - NY, NJ      Queens County
## 29936           Nassau County, Suffolk County - NY      Nassau County
## 29937 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 29947 New York, Jersey City, White Plains - NY, NJ    New York County
## 29959 New York, Jersey City, White Plains - NY, NJ    New York County
## 29964 New York, Jersey City, White Plains - NY, NJ    New York County
## 29983                                                  Genesee County
## 30000 New York, Jersey City, White Plains - NY, NJ    New York County
## 30015           Nassau County, Suffolk County - NY      Nassau County
## 30018 New York, Jersey City, White Plains - NY, NJ    New York County
## 30030 New York, Jersey City, White Plains - NY, NJ    New York County
## 30034 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 30045 New York, Jersey City, White Plains - NY, NJ    New York County
## 30054 New York, Jersey City, White Plains - NY, NJ    New York County
## 30060 New York, Jersey City, White Plains - NY, NJ    New York County
## 30085 New York, Jersey City, White Plains - NY, NJ    New York County
## 30093 New York, Jersey City, White Plains - NY, NJ    New York County
## 30138 New York, Jersey City, White Plains - NY, NJ    New York County
## 30144 New York, Jersey City, White Plains - NY, NJ    New York County
## 30162 New York, Jersey City, White Plains - NY, NJ    New York County
## 30167                                                   Greene County
## 30180 New York, Jersey City, White Plains - NY, NJ    New York County
## 30221 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30225 New York, Jersey City, White Plains - NY, NJ    New York County
## 30226               Albany, Schenectady, Troy - NY      Albany County
## 30235 New York, Jersey City, White Plains - NY, NJ    New York County
## 30237 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 30246 New York, Jersey City, White Plains - NY, NJ    New York County
## 30252 New York, Jersey City, White Plains - NY, NJ    New York County
## 30253 New York, Jersey City, White Plains - NY, NJ    New York County
## 30270 New York, Jersey City, White Plains - NY, NJ    New York County
## 30282 New York, Jersey City, White Plains - NY, NJ    New York County
## 30294 New York, Jersey City, White Plains - NY, NJ    New York County
## 30300 New York, Jersey City, White Plains - NY, NJ    New York County
## 30301           Nassau County, Suffolk County - NY      Nassau County
## 30303 New York, Jersey City, White Plains - NY, NJ    New York County
## 30318 New York, Jersey City, White Plains - NY, NJ    New York County
## 30342 New York, Jersey City, White Plains - NY, NJ    New York County
## 30343 New York, Jersey City, White Plains - NY, NJ    New York County
## 30353 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30354 New York, Jersey City, White Plains - NY, NJ    New York County
## 30359 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30381 New York, Jersey City, White Plains - NY, NJ    New York County
## 30408 New York, Jersey City, White Plains - NY, NJ    New York County
## 30414 New York, Jersey City, White Plains - NY, NJ    New York County
## 30426 New York, Jersey City, White Plains - NY, NJ    New York County
## 30429 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 30444 New York, Jersey City, White Plains - NY, NJ    New York County
## 30453 New York, Jersey City, White Plains - NY, NJ    New York County
## 30465 New York, Jersey City, White Plains - NY, NJ    New York County
## 30476           Nassau County, Suffolk County - NY      Nassau County
## 30484               Albany, Schenectady, Troy - NY      Albany County
## 30485                                                   Greene County
## 30503 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30511 New York, Jersey City, White Plains - NY, NJ    New York County
## 30517 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 30519     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 30533 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30534 New York, Jersey City, White Plains - NY, NJ    New York County
## 30540 New York, Jersey City, White Plains - NY, NJ    New York County
## 30558 New York, Jersey City, White Plains - NY, NJ    New York County
## 30564 New York, Jersey City, White Plains - NY, NJ    New York County
## 30576 New York, Jersey City, White Plains - NY, NJ    New York County
## 30588 New York, Jersey City, White Plains - NY, NJ    New York County
## 30594 New York, Jersey City, White Plains - NY, NJ    New York County
## 30605                                                   Greene County
## 30648 New York, Jersey City, White Plains - NY, NJ    New York County
## 30654 New York, Jersey City, White Plains - NY, NJ    New York County
## 30666 New York, Jersey City, White Plains - NY, NJ    New York County
## 30678 New York, Jersey City, White Plains - NY, NJ    New York County
## 30684 New York, Jersey City, White Plains - NY, NJ    New York County
## 30685 New York, Jersey City, White Plains - NY, NJ    New York County
## 30715 New York, Jersey City, White Plains - NY, NJ    New York County
## 30716           Nassau County, Suffolk County - NY      Nassau County
## 30717           Nassau County, Suffolk County - NY      Nassau County
## 30738 New York, Jersey City, White Plains - NY, NJ    New York County
## 30744 New York, Jersey City, White Plains - NY, NJ    New York County
## 30756 New York, Jersey City, White Plains - NY, NJ    New York County
## 30762 New York, Jersey City, White Plains - NY, NJ    New York County
## 30768 New York, Jersey City, White Plains - NY, NJ    New York County
## 30774 New York, Jersey City, White Plains - NY, NJ    New York County
## 30780 New York, Jersey City, White Plains - NY, NJ    New York County
## 30786 New York, Jersey City, White Plains - NY, NJ    New York County
## 30809 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30835 New York, Jersey City, White Plains - NY, NJ    New York County
## 30840 New York, Jersey City, White Plains - NY, NJ    New York County
## 30845 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30846 New York, Jersey City, White Plains - NY, NJ    New York County
## 30852 New York, Jersey City, White Plains - NY, NJ    New York County
## 30858 New York, Jersey City, White Plains - NY, NJ    New York County
## 30872           Nassau County, Suffolk County - NY      Nassau County
## 30875                                                   Greene County
## 30876 New York, Jersey City, White Plains - NY, NJ    New York County
## 30894 New York, Jersey City, White Plains - NY, NJ    New York County
## 30900 New York, Jersey City, White Plains - NY, NJ    New York County
## 30923 New York, Jersey City, White Plains - NY, NJ      Queens County
## 30960 New York, Jersey City, White Plains - NY, NJ    New York County
## 30967 New York, Jersey City, White Plains - NY, NJ    New York County
## 30972 New York, Jersey City, White Plains - NY, NJ    New York County
## 30978 New York, Jersey City, White Plains - NY, NJ    New York County
## 30984 New York, Jersey City, White Plains - NY, NJ    New York County
## 30985 New York, Jersey City, White Plains - NY, NJ    New York County
## 30990 New York, Jersey City, White Plains - NY, NJ    New York County
## 30992           Nassau County, Suffolk County - NY      Nassau County
## 30996 New York, Jersey City, White Plains - NY, NJ    New York County
## 31002 New York, Jersey City, White Plains - NY, NJ    New York County
## 31005 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 31008 New York, Jersey City, White Plains - NY, NJ    New York County
## 31014 New York, Jersey City, White Plains - NY, NJ    New York County
## 31017 New York, Jersey City, White Plains - NY, NJ    New York County
## 31043 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31044 New York, Jersey City, White Plains - NY, NJ    New York County
## 31048 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 31050 New York, Jersey City, White Plains - NY, NJ    New York County
## 31056 New York, Jersey City, White Plains - NY, NJ    New York County
## 31057 New York, Jersey City, White Plains - NY, NJ    New York County
## 31062 New York, Jersey City, White Plains - NY, NJ    New York County
## 31084 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 31086 New York, Jersey City, White Plains - NY, NJ    New York County
## 31092 New York, Jersey City, White Plains - NY, NJ    New York County
## 31093 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 31104 New York, Jersey City, White Plains - NY, NJ    New York County
## 31117 New York, Jersey City, White Plains - NY, NJ    New York County
## 31122 New York, Jersey City, White Plains - NY, NJ    New York County
## 31128 New York, Jersey City, White Plains - NY, NJ    New York County
## 31134 New York, Jersey City, White Plains - NY, NJ    New York County
## 31140 New York, Jersey City, White Plains - NY, NJ    New York County
## 31152 New York, Jersey City, White Plains - NY, NJ    New York County
## 31158 New York, Jersey City, White Plains - NY, NJ    New York County
## 31170 New York, Jersey City, White Plains - NY, NJ    New York County
## 31176 New York, Jersey City, White Plains - NY, NJ    New York County
## 31188 New York, Jersey City, White Plains - NY, NJ    New York County
## 31194 New York, Jersey City, White Plains - NY, NJ    New York County
## 31200 New York, Jersey City, White Plains - NY, NJ    New York County
## 31206 New York, Jersey City, White Plains - NY, NJ    New York County
## 31213 New York, Jersey City, White Plains - NY, NJ    New York County
## 31224 New York, Jersey City, White Plains - NY, NJ    New York County
## 31230 New York, Jersey City, White Plains - NY, NJ    New York County
## 31248 New York, Jersey City, White Plains - NY, NJ    New York County
## 31254 New York, Jersey City, White Plains - NY, NJ    New York County
## 31260 New York, Jersey City, White Plains - NY, NJ    New York County
## 31271 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31276               Albany, Schenectady, Troy - NY      Albany County
## 31284 New York, Jersey City, White Plains - NY, NJ    New York County
## 31296 New York, Jersey City, White Plains - NY, NJ    New York County
## 31301 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31314 New York, Jersey City, White Plains - NY, NJ    New York County
## 31344 New York, Jersey City, White Plains - NY, NJ    New York County
## 31350 New York, Jersey City, White Plains - NY, NJ    New York County
## 31359           Nassau County, Suffolk County - NY      Nassau County
## 31362 New York, Jersey City, White Plains - NY, NJ    New York County
## 31368 New York, Jersey City, White Plains - NY, NJ    New York County
## 31371 New York, Jersey City, White Plains - NY, NJ    New York County
## 31374 New York, Jersey City, White Plains - NY, NJ    New York County
## 31380 New York, Jersey City, White Plains - NY, NJ    New York County
## 31390 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 31392 New York, Jersey City, White Plains - NY, NJ    New York County
## 31398 New York, Jersey City, White Plains - NY, NJ    New York County
## 31405           Nassau County, Suffolk County - NY      Nassau County
## 31411 New York, Jersey City, White Plains - NY, NJ    New York County
## 31421 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31422 New York, Jersey City, White Plains - NY, NJ    New York County
## 31428 New York, Jersey City, White Plains - NY, NJ    New York County
## 31434 New York, Jersey City, White Plains - NY, NJ    New York County
## 31440 New York, Jersey City, White Plains - NY, NJ    New York County
## 31443 New York, Jersey City, White Plains - NY, NJ    New York County
## 31446 New York, Jersey City, White Plains - NY, NJ    New York County
## 31458 New York, Jersey City, White Plains - NY, NJ    New York County
## 31465 New York, Jersey City, White Plains - NY, NJ    New York County
## 31476 New York, Jersey City, White Plains - NY, NJ    New York County
## 31494 New York, Jersey City, White Plains - NY, NJ    New York County
## 31500 New York, Jersey City, White Plains - NY, NJ    New York County
## 31503 New York, Jersey City, White Plains - NY, NJ    New York County
## 31506 New York, Jersey City, White Plains - NY, NJ    New York County
## 31517 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31519 New York, Jersey City, White Plains - NY, NJ    New York County
## 31524 New York, Jersey City, White Plains - NY, NJ    New York County
## 31542 New York, Jersey City, White Plains - NY, NJ    New York County
## 31554 New York, Jersey City, White Plains - NY, NJ    New York County
## 31566 New York, Jersey City, White Plains - NY, NJ    New York County
## 31572 New York, Jersey City, White Plains - NY, NJ    New York County
## 31573 New York, Jersey City, White Plains - NY, NJ    New York County
## 31581 New York, Jersey City, White Plains - NY, NJ    New York County
## 31590 New York, Jersey City, White Plains - NY, NJ    New York County
## 31608 New York, Jersey City, White Plains - NY, NJ    New York County
## 31609                                                   Fulton County
## 31614 New York, Jersey City, White Plains - NY, NJ    New York County
## 31620 New York, Jersey City, White Plains - NY, NJ    New York County
## 31621 New York, Jersey City, White Plains - NY, NJ    New York County
## 31632 New York, Jersey City, White Plains - NY, NJ    New York County
## 31638 New York, Jersey City, White Plains - NY, NJ    New York County
## 31647 New York, Jersey City, White Plains - NY, NJ    New York County
## 31655 New York, Jersey City, White Plains - NY, NJ      Queens County
## 31668 New York, Jersey City, White Plains - NY, NJ    New York County
## 31669 New York, Jersey City, White Plains - NY, NJ    New York County
## 31686 New York, Jersey City, White Plains - NY, NJ    New York County
## 31692 New York, Jersey City, White Plains - NY, NJ    New York County
## 31705           Nassau County, Suffolk County - NY      Nassau County
## 31710 New York, Jersey City, White Plains - NY, NJ    New York County
## 31722 New York, Jersey City, White Plains - NY, NJ    New York County
## 31728 New York, Jersey City, White Plains - NY, NJ    New York County
## 31734 New York, Jersey City, White Plains - NY, NJ    New York County
## 31749           Nassau County, Suffolk County - NY      Nassau County
## 31752 New York, Jersey City, White Plains - NY, NJ    New York County
## 31758 New York, Jersey City, White Plains - NY, NJ    New York County
## 31776 New York, Jersey City, White Plains - NY, NJ    New York County
## 31788 New York, Jersey City, White Plains - NY, NJ    New York County
## 31800 New York, Jersey City, White Plains - NY, NJ    New York County
## 31807 New York, Jersey City, White Plains - NY, NJ    New York County
## 31824 New York, Jersey City, White Plains - NY, NJ    New York County
## 31830 New York, Jersey City, White Plains - NY, NJ    New York County
## 31836 New York, Jersey City, White Plains - NY, NJ    New York County
## 31843 New York, Jersey City, White Plains - NY, NJ    New York County
## 31848 New York, Jersey City, White Plains - NY, NJ    New York County
## 31849                                                 Franklin County
## 31866 New York, Jersey City, White Plains - NY, NJ    New York County
## 31872 New York, Jersey City, White Plains - NY, NJ    New York County
## 31878 New York, Jersey City, White Plains - NY, NJ    New York County
## 31884 New York, Jersey City, White Plains - NY, NJ    New York County
## 31890 New York, Jersey City, White Plains - NY, NJ    New York County
## 31896 New York, Jersey City, White Plains - NY, NJ    New York County
## 31902 New York, Jersey City, White Plains - NY, NJ    New York County
## 31905 New York, Jersey City, White Plains - NY, NJ    New York County
## 31908 New York, Jersey City, White Plains - NY, NJ    New York County
## 31932 New York, Jersey City, White Plains - NY, NJ    New York County
## 31936               Albany, Schenectady, Troy - NY      Albany County
## 31938 New York, Jersey City, White Plains - NY, NJ    New York County
## 31944 New York, Jersey City, White Plains - NY, NJ    New York County
## 31945 New York, Jersey City, White Plains - NY, NJ    New York County
## 31950 New York, Jersey City, White Plains - NY, NJ    New York County
## 31956 New York, Jersey City, White Plains - NY, NJ    New York County
## 31957 New York, Jersey City, White Plains - NY, NJ    New York County
## 31962 New York, Jersey City, White Plains - NY, NJ    New York County
## 31968 New York, Jersey City, White Plains - NY, NJ    New York County
## 31974 New York, Jersey City, White Plains - NY, NJ    New York County
## 32010 New York, Jersey City, White Plains - NY, NJ    New York County
## 32015 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32023 New York, Jersey City, White Plains - NY, NJ    New York County
## 32027 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32046 New York, Jersey City, White Plains - NY, NJ    New York County
## 32051 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32052 New York, Jersey City, White Plains - NY, NJ    New York County
## 32058 New York, Jersey City, White Plains - NY, NJ    New York County
## 32064 New York, Jersey City, White Plains - NY, NJ    New York County
## 32070 New York, Jersey City, White Plains - NY, NJ    New York County
## 32082 New York, Jersey City, White Plains - NY, NJ    New York County
## 32088 New York, Jersey City, White Plains - NY, NJ    New York County
## 32094 New York, Jersey City, White Plains - NY, NJ    New York County
## 32096           Nassau County, Suffolk County - NY      Nassau County
## 32100 New York, Jersey City, White Plains - NY, NJ    New York County
## 32117 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32118 New York, Jersey City, White Plains - NY, NJ    New York County
## 32125                                                 Franklin County
## 32130 New York, Jersey City, White Plains - NY, NJ    New York County
## 32136 New York, Jersey City, White Plains - NY, NJ    New York County
## 32148 New York, Jersey City, White Plains - NY, NJ    New York County
## 32154 New York, Jersey City, White Plains - NY, NJ    New York County
## 32155 New York, Jersey City, White Plains - NY, NJ    New York County
## 32160 New York, Jersey City, White Plains - NY, NJ    New York County
## 32172 New York, Jersey City, White Plains - NY, NJ    New York County
## 32178 New York, Jersey City, White Plains - NY, NJ    New York County
## 32190 New York, Jersey City, White Plains - NY, NJ    New York County
## 32196 New York, Jersey City, White Plains - NY, NJ    New York County
## 32201 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32202 New York, Jersey City, White Plains - NY, NJ    New York County
## 32207 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32208 New York, Jersey City, White Plains - NY, NJ    New York County
## 32212               Albany, Schenectady, Troy - NY      Albany County
## 32226 New York, Jersey City, White Plains - NY, NJ    New York County
## 32232 New York, Jersey City, White Plains - NY, NJ    New York County
## 32238 New York, Jersey City, White Plains - NY, NJ    New York County
## 32246           Nassau County, Suffolk County - NY      Nassau County
## 32256 New York, Jersey City, White Plains - NY, NJ    New York County
## 32270           Nassau County, Suffolk County - NY      Nassau County
## 32292 New York, Jersey City, White Plains - NY, NJ    New York County
## 32304 New York, Jersey City, White Plains - NY, NJ    New York County
## 32306           Nassau County, Suffolk County - NY      Nassau County
## 32313 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32316 New York, Jersey City, White Plains - NY, NJ    New York County
## 32318           Nassau County, Suffolk County - NY      Nassau County
## 32322 New York, Jersey City, White Plains - NY, NJ    New York County
## 32323 New York, Jersey City, White Plains - NY, NJ    New York County
## 32324           Nassau County, Suffolk County - NY      Nassau County
## 32334 New York, Jersey City, White Plains - NY, NJ    New York County
## 32336           Nassau County, Suffolk County - NY      Nassau County
## 32354           Nassau County, Suffolk County - NY      Nassau County
## 32356 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 32358 New York, Jersey City, White Plains - NY, NJ    New York County
## 32360           Nassau County, Suffolk County - NY      Nassau County
## 32365 New York, Jersey City, White Plains - NY, NJ    New York County
## 32366           Nassau County, Suffolk County - NY      Nassau County
## 32372           Nassau County, Suffolk County - NY      Nassau County
## 32377 New York, Jersey City, White Plains - NY, NJ    New York County
## 32388 New York, Jersey City, White Plains - NY, NJ    New York County
## 32394 New York, Jersey City, White Plains - NY, NJ    New York County
## 32406 New York, Jersey City, White Plains - NY, NJ    New York County
## 32418 New York, Jersey City, White Plains - NY, NJ    New York County
## 32424 New York, Jersey City, White Plains - NY, NJ    New York County
## 32430 New York, Jersey City, White Plains - NY, NJ    New York County
## 32436 New York, Jersey City, White Plains - NY, NJ    New York County
## 32448 New York, Jersey City, White Plains - NY, NJ    New York County
## 32454 New York, Jersey City, White Plains - NY, NJ    New York County
## 32457           Nassau County, Suffolk County - NY      Nassau County
## 32496 New York, Jersey City, White Plains - NY, NJ    New York County
## 32514 New York, Jersey City, White Plains - NY, NJ    New York County
## 32520 New York, Jersey City, White Plains - NY, NJ    New York County
## 32532 New York, Jersey City, White Plains - NY, NJ    New York County
## 32544 New York, Jersey City, White Plains - NY, NJ    New York County
## 32553 New York, Jersey City, White Plains - NY, NJ    New York County
## 32556 New York, Jersey City, White Plains - NY, NJ    New York County
## 32562 New York, Jersey City, White Plains - NY, NJ    New York County
## 32568 New York, Jersey City, White Plains - NY, NJ    New York County
## 32580 New York, Jersey City, White Plains - NY, NJ    New York County
## 32592 New York, Jersey City, White Plains - NY, NJ    New York County
## 32601 New York, Jersey City, White Plains - NY, NJ    New York County
## 32604 New York, Jersey City, White Plains - NY, NJ    New York County
## 32622 New York, Jersey City, White Plains - NY, NJ    New York County
## 32634 New York, Jersey City, White Plains - NY, NJ    New York County
## 32640 New York, Jersey City, White Plains - NY, NJ    New York County
## 32646 New York, Jersey City, White Plains - NY, NJ    New York County
## 32647 New York, Jersey City, White Plains - NY, NJ    New York County
## 32652 New York, Jersey City, White Plains - NY, NJ    New York County
## 32653                                                    Essex County
## 32659 New York, Jersey City, White Plains - NY, NJ    New York County
## 32664 New York, Jersey City, White Plains - NY, NJ    New York County
## 32676 New York, Jersey City, White Plains - NY, NJ    New York County
## 32678           Nassau County, Suffolk County - NY      Nassau County
## 32685 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 32694 New York, Jersey City, White Plains - NY, NJ    New York County
## 32705 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32706 New York, Jersey City, White Plains - NY, NJ    New York County
## 32708           Nassau County, Suffolk County - NY      Nassau County
## 32713                                                    Essex County
## 32717 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32736 New York, Jersey City, White Plains - NY, NJ    New York County
## 32742 New York, Jersey City, White Plains - NY, NJ    New York County
## 32745                               Rochester - NY      Monroe County
## 32748 New York, Jersey City, White Plains - NY, NJ    New York County
## 32760 New York, Jersey City, White Plains - NY, NJ    New York County
## 32764               Albany, Schenectady, Troy - NY      Albany County
## 32765 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32766 New York, Jersey City, White Plains - NY, NJ    New York County
## 32779 New York, Jersey City, White Plains - NY, NJ    New York County
## 32784 New York, Jersey City, White Plains - NY, NJ    New York County
## 32790 New York, Jersey City, White Plains - NY, NJ    New York County
## 32794               Albany, Schenectady, Troy - NY      Albany County
## 32807 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32808 New York, Jersey City, White Plains - NY, NJ    New York County
## 32820 New York, Jersey City, White Plains - NY, NJ    New York County
## 32826 New York, Jersey City, White Plains - NY, NJ    New York County
## 32831 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32832 New York, Jersey City, White Plains - NY, NJ    New York County
## 32838 New York, Jersey City, White Plains - NY, NJ    New York County
## 32844 New York, Jersey City, White Plains - NY, NJ    New York County
## 32850 New York, Jersey City, White Plains - NY, NJ    New York County
## 32857                                                    Essex County
## 32868 New York, Jersey City, White Plains - NY, NJ    New York County
## 32871 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32873 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32874 New York, Jersey City, White Plains - NY, NJ    New York County
## 32892 New York, Jersey City, White Plains - NY, NJ    New York County
## 32899 New York, Jersey City, White Plains - NY, NJ    New York County
## 32909 New York, Jersey City, White Plains - NY, NJ      Queens County
## 32911 New York, Jersey City, White Plains - NY, NJ    New York County
## 32916 New York, Jersey City, White Plains - NY, NJ    New York County
## 32928 New York, Jersey City, White Plains - NY, NJ    New York County
## 32940 New York, Jersey City, White Plains - NY, NJ    New York County
## 32941 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 32958 New York, Jersey City, White Plains - NY, NJ    New York County
## 32964 New York, Jersey City, White Plains - NY, NJ    New York County
## 32970 New York, Jersey City, White Plains - NY, NJ    New York County
## 32976 New York, Jersey City, White Plains - NY, NJ    New York County
## 32994 New York, Jersey City, White Plains - NY, NJ    New York County
## 33000 New York, Jersey City, White Plains - NY, NJ    New York County
## 33018 New York, Jersey City, White Plains - NY, NJ    New York County
## 33024 New York, Jersey City, White Plains - NY, NJ    New York County
## 33027           Nassau County, Suffolk County - NY      Nassau County
## 33030 New York, Jersey City, White Plains - NY, NJ    New York County
## 33036 New York, Jersey City, White Plains - NY, NJ    New York County
## 33048 New York, Jersey City, White Plains - NY, NJ    New York County
## 33052 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 33054 New York, Jersey City, White Plains - NY, NJ    New York County
## 33057 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33060 New York, Jersey City, White Plains - NY, NJ    New York County
## 33084 New York, Jersey City, White Plains - NY, NJ    New York County
## 33090 New York, Jersey City, White Plains - NY, NJ    New York County
## 33096 New York, Jersey City, White Plains - NY, NJ    New York County
## 33108 New York, Jersey City, White Plains - NY, NJ    New York County
## 33109 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33120 New York, Jersey City, White Plains - NY, NJ    New York County
## 33125 New York, Jersey City, White Plains - NY, NJ      Queens County
## 33131 New York, Jersey City, White Plains - NY, NJ      Queens County
## 33138 New York, Jersey City, White Plains - NY, NJ    New York County
## 33144 New York, Jersey City, White Plains - NY, NJ    New York County
## 33150 New York, Jersey City, White Plains - NY, NJ    New York County
## 33157 New York, Jersey City, White Plains - NY, NJ    New York County
## 33168 New York, Jersey City, White Plains - NY, NJ    New York County
## 33180 New York, Jersey City, White Plains - NY, NJ    New York County
## 33186 New York, Jersey City, White Plains - NY, NJ    New York County
## 33195           Nassau County, Suffolk County - NY      Nassau County
## 33204 New York, Jersey City, White Plains - NY, NJ    New York County
## 33216 New York, Jersey City, White Plains - NY, NJ    New York County
## 33223                                                    Essex County
## 33228 New York, Jersey City, White Plains - NY, NJ    New York County
## 33231 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33246 New York, Jersey City, White Plains - NY, NJ    New York County
## 33252 New York, Jersey City, White Plains - NY, NJ    New York County
## 33270 New York, Jersey City, White Plains - NY, NJ    New York County
## 33282 New York, Jersey City, White Plains - NY, NJ    New York County
## 33288 New York, Jersey City, White Plains - NY, NJ    New York County
## 33289                                                    Essex County
## 33294 New York, Jersey City, White Plains - NY, NJ    New York County
## 33295                                                    Essex County
## 33303           Nassau County, Suffolk County - NY      Nassau County
## 33306 New York, Jersey City, White Plains - NY, NJ    New York County
## 33315 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33318 New York, Jersey City, White Plains - NY, NJ    New York County
## 33324 New York, Jersey City, White Plains - NY, NJ    New York County
## 33330 New York, Jersey City, White Plains - NY, NJ    New York County
## 33348 New York, Jersey City, White Plains - NY, NJ    New York County
## 33355 New York, Jersey City, White Plains - NY, NJ    New York County
## 33408 New York, Jersey City, White Plains - NY, NJ    New York County
## 33417               Albany, Schenectady, Troy - NY  Rensselaer County
## 33426 New York, Jersey City, White Plains - NY, NJ    New York County
## 33432 New York, Jersey City, White Plains - NY, NJ    New York County
## 33444 New York, Jersey City, White Plains - NY, NJ    New York County
## 33445 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33456 New York, Jersey City, White Plains - NY, NJ    New York County
## 33457 New York, Jersey City, White Plains - NY, NJ    New York County
## 33469           Nassau County, Suffolk County - NY      Nassau County
## 33480 New York, Jersey City, White Plains - NY, NJ    New York County
## 33486 New York, Jersey City, White Plains - NY, NJ    New York County
## 33493 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 33510 New York, Jersey City, White Plains - NY, NJ    New York County
## 33528 New York, Jersey City, White Plains - NY, NJ    New York County
## 33534 New York, Jersey City, White Plains - NY, NJ    New York County
## 33546 New York, Jersey City, White Plains - NY, NJ    New York County
## 33558 New York, Jersey City, White Plains - NY, NJ    New York County
## 33564 New York, Jersey City, White Plains - NY, NJ    New York County
## 33571 New York, Jersey City, White Plains - NY, NJ    New York County
## 33576 New York, Jersey City, White Plains - NY, NJ    New York County
## 33600 New York, Jersey City, White Plains - NY, NJ    New York County
## 33606 New York, Jersey City, White Plains - NY, NJ    New York County
## 33618 New York, Jersey City, White Plains - NY, NJ    New York County
## 33636 New York, Jersey City, White Plains - NY, NJ    New York County
## 33648 New York, Jersey City, White Plains - NY, NJ    New York County
## 33663           Nassau County, Suffolk County - NY      Nassau County
## 33671 New York, Jersey City, White Plains - NY, NJ      Queens County
## 33672 New York, Jersey City, White Plains - NY, NJ    New York County
## 33678 New York, Jersey City, White Plains - NY, NJ    New York County
## 33685 New York, Jersey City, White Plains - NY, NJ    New York County
## 33690 New York, Jersey City, White Plains - NY, NJ    New York County
## 33708 New York, Jersey City, White Plains - NY, NJ    New York County
## 33714 New York, Jersey City, White Plains - NY, NJ    New York County
## 33715 New York, Jersey City, White Plains - NY, NJ    New York County
## 33738 New York, Jersey City, White Plains - NY, NJ    New York County
## 33751 New York, Jersey City, White Plains - NY, NJ    New York County
## 33773                                                 Franklin County
## 33774 New York, Jersey City, White Plains - NY, NJ    New York County
## 33786 New York, Jersey City, White Plains - NY, NJ    New York County
## 33793 New York, Jersey City, White Plains - NY, NJ    New York County
## 33797                                                 Franklin County
## 33805 New York, Jersey City, White Plains - NY, NJ    New York County
## 33816 New York, Jersey City, White Plains - NY, NJ    New York County
## 33817 New York, Jersey City, White Plains - NY, NJ    New York County
## 33824           Nassau County, Suffolk County - NY      Nassau County
## 33882 New York, Jersey City, White Plains - NY, NJ    New York County
## 33894 New York, Jersey City, White Plains - NY, NJ    New York County
## 33912 New York, Jersey City, White Plains - NY, NJ    New York County
## 33918 New York, Jersey City, White Plains - NY, NJ    New York County
## 33919 New York, Jersey City, White Plains - NY, NJ    New York County
## 33920           Nassau County, Suffolk County - NY      Nassau County
## 33924 New York, Jersey City, White Plains - NY, NJ    New York County
## 33926           Nassau County, Suffolk County - NY      Nassau County
## 33930 New York, Jersey City, White Plains - NY, NJ    New York County
## 33936 New York, Jersey City, White Plains - NY, NJ    New York County
## 33948 New York, Jersey City, White Plains - NY, NJ    New York County
## 33954 New York, Jersey City, White Plains - NY, NJ    New York County
## 33972 New York, Jersey City, White Plains - NY, NJ    New York County
## 33977 New York, Jersey City, White Plains - NY, NJ      Queens County
## 33984 New York, Jersey City, White Plains - NY, NJ    New York County
## 33987 New York, Jersey City, White Plains - NY, NJ      Orange County
## 34020 New York, Jersey City, White Plains - NY, NJ    New York County
## 34023     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 34038 New York, Jersey City, White Plains - NY, NJ    New York County
## 34050 New York, Jersey City, White Plains - NY, NJ    New York County
## 34056 New York, Jersey City, White Plains - NY, NJ    New York County
## 34062 New York, Jersey City, White Plains - NY, NJ    New York County
## 34068 New York, Jersey City, White Plains - NY, NJ    New York County
## 34074 New York, Jersey City, White Plains - NY, NJ    New York County
## 34079                                                 Franklin County
## 34080 New York, Jersey City, White Plains - NY, NJ    New York County
## 34083 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 34086 New York, Jersey City, White Plains - NY, NJ    New York County
## 34092 New York, Jersey City, White Plains - NY, NJ    New York County
## 34098 New York, Jersey City, White Plains - NY, NJ    New York County
## 34101 New York, Jersey City, White Plains - NY, NJ    New York County
## 34105           Nassau County, Suffolk County - NY      Nassau County
## 34110 New York, Jersey City, White Plains - NY, NJ    New York County
## 34116 New York, Jersey City, White Plains - NY, NJ    New York County
## 34122 New York, Jersey City, White Plains - NY, NJ    New York County
## 34131 New York, Jersey City, White Plains - NY, NJ    New York County
## 34134 New York, Jersey City, White Plains - NY, NJ    New York County
## 34147           Nassau County, Suffolk County - NY      Nassau County
## 34158 New York, Jersey City, White Plains - NY, NJ    New York County
## 34164 New York, Jersey City, White Plains - NY, NJ    New York County
## 34174               Albany, Schenectady, Troy - NY      Albany County
## 34176 New York, Jersey City, White Plains - NY, NJ    New York County
## 34206 New York, Jersey City, White Plains - NY, NJ    New York County
## 34208           Nassau County, Suffolk County - NY      Nassau County
## 34212 New York, Jersey City, White Plains - NY, NJ    New York County
## 34215 New York, Jersey City, White Plains - NY, NJ    New York County
## 34218 New York, Jersey City, White Plains - NY, NJ    New York County
## 34220           Nassau County, Suffolk County - NY      Nassau County
## 34222               Albany, Schenectady, Troy - NY      Albany County
## 34224 New York, Jersey City, White Plains - NY, NJ    New York County
## 34225           Nassau County, Suffolk County - NY      Nassau County
## 34260 New York, Jersey City, White Plains - NY, NJ    New York County
## 34266 New York, Jersey City, White Plains - NY, NJ    New York County
## 34271 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34272 New York, Jersey City, White Plains - NY, NJ    New York County
## 34278 New York, Jersey City, White Plains - NY, NJ    New York County
## 34289 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34290 New York, Jersey City, White Plains - NY, NJ    New York County
## 34292           Nassau County, Suffolk County - NY      Nassau County
## 34296 New York, Jersey City, White Plains - NY, NJ    New York County
## 34308 New York, Jersey City, White Plains - NY, NJ    New York County
## 34326 New York, Jersey City, White Plains - NY, NJ    New York County
## 34327           Nassau County, Suffolk County - NY      Nassau County
## 34338 New York, Jersey City, White Plains - NY, NJ    New York County
## 34350 New York, Jersey City, White Plains - NY, NJ    New York County
## 34360               Albany, Schenectady, Troy - NY      Albany County
## 34368 New York, Jersey City, White Plains - NY, NJ    New York County
## 34369 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 34392 New York, Jersey City, White Plains - NY, NJ    New York County
## 34423           Nassau County, Suffolk County - NY      Nassau County
## 34428 New York, Jersey City, White Plains - NY, NJ    New York County
## 34440 New York, Jersey City, White Plains - NY, NJ    New York County
## 34445 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34452 New York, Jersey City, White Plains - NY, NJ    New York County
## 34458 New York, Jersey City, White Plains - NY, NJ    New York County
## 34470 New York, Jersey City, White Plains - NY, NJ    New York County
## 34477           Nassau County, Suffolk County - NY      Nassau County
## 34484           Nassau County, Suffolk County - NY      Nassau County
## 34492 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 34494 New York, Jersey City, White Plains - NY, NJ    New York County
## 34497           Nassau County, Suffolk County - NY      Nassau County
## 34500 New York, Jersey City, White Plains - NY, NJ    New York County
## 34502           Nassau County, Suffolk County - NY      Nassau County
## 34514           Nassau County, Suffolk County - NY      Nassau County
## 34518 New York, Jersey City, White Plains - NY, NJ    New York County
## 34522               Albany, Schenectady, Troy - NY      Albany County
## 34528               Albany, Schenectady, Troy - NY      Albany County
## 34530 New York, Jersey City, White Plains - NY, NJ    New York County
## 34536 New York, Jersey City, White Plains - NY, NJ    New York County
## 34547                                                    Essex County
## 34548 New York, Jersey City, White Plains - NY, NJ    New York County
## 34550           Nassau County, Suffolk County - NY      Nassau County
## 34554 New York, Jersey City, White Plains - NY, NJ    New York County
## 34566 New York, Jersey City, White Plains - NY, NJ    New York County
## 34568           Nassau County, Suffolk County - NY      Nassau County
## 34571 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34572 New York, Jersey City, White Plains - NY, NJ    New York County
## 34600 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 34611 New York, Jersey City, White Plains - NY, NJ    New York County
## 34616           Nassau County, Suffolk County - NY      Nassau County
## 34628           Nassau County, Suffolk County - NY      Nassau County
## 34634           Nassau County, Suffolk County - NY      Nassau County
## 34638 New York, Jersey City, White Plains - NY, NJ    New York County
## 34640           Nassau County, Suffolk County - NY      Nassau County
## 34651 New York, Jersey City, White Plains - NY, NJ       Kings County
## 34652           Nassau County, Suffolk County - NY      Nassau County
## 34656 New York, Jersey City, White Plains - NY, NJ    New York County
## 34677 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34680 New York, Jersey City, White Plains - NY, NJ    New York County
## 34687           Nassau County, Suffolk County - NY      Nassau County
## 34695 New York, Jersey City, White Plains - NY, NJ    New York County
## 34700           Nassau County, Suffolk County - NY      Nassau County
## 34701 New York, Jersey City, White Plains - NY, NJ    New York County
## 34712           Nassau County, Suffolk County - NY      Nassau County
## 34715                                                    Essex County
## 34722 New York, Jersey City, White Plains - NY, NJ    New York County
## 34724           Nassau County, Suffolk County - NY      Nassau County
## 34726 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 34730           Nassau County, Suffolk County - NY      Nassau County
## 34736           Nassau County, Suffolk County - NY      Nassau County
## 34738               Albany, Schenectady, Troy - NY      Albany County
## 34742           Nassau County, Suffolk County - NY      Nassau County
## 34748           Nassau County, Suffolk County - NY      Nassau County
## 34758 New York, Jersey City, White Plains - NY, NJ    New York County
## 34770 New York, Jersey City, White Plains - NY, NJ    New York County
## 34772           Nassau County, Suffolk County - NY      Nassau County
## 34788 New York, Jersey City, White Plains - NY, NJ    New York County
## 34790           Nassau County, Suffolk County - NY      Nassau County
## 34808           Nassau County, Suffolk County - NY      Nassau County
## 34812 New York, Jersey City, White Plains - NY, NJ    New York County
## 34817 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34818 New York, Jersey City, White Plains - NY, NJ    New York County
## 34820           Nassau County, Suffolk County - NY      Nassau County
## 34830 New York, Jersey City, White Plains - NY, NJ    New York County
## 34831           Nassau County, Suffolk County - NY      Nassau County
## 34838           Nassau County, Suffolk County - NY      Nassau County
## 34840 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 34844           Nassau County, Suffolk County - NY      Nassau County
## 34848 New York, Jersey City, White Plains - NY, NJ    New York County
## 34850           Nassau County, Suffolk County - NY      Nassau County
## 34854 New York, Jersey City, White Plains - NY, NJ    New York County
## 34862           Nassau County, Suffolk County - NY      Nassau County
## 34865 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34868           Nassau County, Suffolk County - NY      Nassau County
## 34874           Nassau County, Suffolk County - NY      Nassau County
## 34878 New York, Jersey City, White Plains - NY, NJ    New York County
## 34880           Nassau County, Suffolk County - NY      Nassau County
## 34884 New York, Jersey City, White Plains - NY, NJ    New York County
## 34886           Nassau County, Suffolk County - NY      Nassau County
## 34896 New York, Jersey City, White Plains - NY, NJ    New York County
## 34901 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34904           Nassau County, Suffolk County - NY      Nassau County
## 34908 New York, Jersey City, White Plains - NY, NJ    New York County
## 34915                               Rochester - NY      Monroe County
## 34920 New York, Jersey City, White Plains - NY, NJ    New York County
## 34926 New York, Jersey City, White Plains - NY, NJ    New York County
## 34928           Nassau County, Suffolk County - NY      Nassau County
## 34931 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34932 New York, Jersey City, White Plains - NY, NJ    New York County
## 34938 New York, Jersey City, White Plains - NY, NJ    New York County
## 34939           Nassau County, Suffolk County - NY      Nassau County
## 34944 New York, Jersey City, White Plains - NY, NJ    New York County
## 34950 New York, Jersey City, White Plains - NY, NJ    New York County
## 34955 New York, Jersey City, White Plains - NY, NJ      Queens County
## 34962 New York, Jersey City, White Plains - NY, NJ    New York County
## 34968 New York, Jersey City, White Plains - NY, NJ    New York County
## 34974 New York, Jersey City, White Plains - NY, NJ    New York County
## 34986 New York, Jersey City, White Plains - NY, NJ    New York County
## 34992 New York, Jersey City, White Plains - NY, NJ    New York County
## 34997                                                    Essex County
## 34999           Nassau County, Suffolk County - NY      Nassau County
## 35000           Nassau County, Suffolk County - NY      Nassau County
## 35004 New York, Jersey City, White Plains - NY, NJ    New York County
## 35010 New York, Jersey City, White Plains - NY, NJ    New York County
## 35012           Nassau County, Suffolk County - NY      Nassau County
## 35013 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 35016 New York, Jersey City, White Plains - NY, NJ    New York County
## 35017           Nassau County, Suffolk County - NY      Nassau County
## 35028 New York, Jersey City, White Plains - NY, NJ    New York County
## 35029                                               Montgomery County
## 35032               Albany, Schenectady, Troy - NY      Albany County
## 35034 New York, Jersey City, White Plains - NY, NJ    New York County
## 35036           Nassau County, Suffolk County - NY      Nassau County
## 35041           Nassau County, Suffolk County - NY      Nassau County
## 35046 New York, Jersey City, White Plains - NY, NJ    New York County
## 35052 New York, Jersey City, White Plains - NY, NJ    New York County
## 35054           Nassau County, Suffolk County - NY      Nassau County
## 35058 New York, Jersey City, White Plains - NY, NJ    New York County
## 35060           Nassau County, Suffolk County - NY      Nassau County
## 35064 New York, Jersey City, White Plains - NY, NJ    New York County
## 35072           Nassau County, Suffolk County - NY      Nassau County
## 35076 New York, Jersey City, White Plains - NY, NJ    New York County
## 35085           Nassau County, Suffolk County - NY      Nassau County
## 35094 New York, Jersey City, White Plains - NY, NJ    New York County
## 35100 New York, Jersey City, White Plains - NY, NJ    New York County
## 35101           Nassau County, Suffolk County - NY      Nassau County
## 35106 New York, Jersey City, White Plains - NY, NJ    New York County
## 35108           Nassau County, Suffolk County - NY      Nassau County
## 35116               Albany, Schenectady, Troy - NY      Albany County
## 35118 New York, Jersey City, White Plains - NY, NJ    New York County
## 35124 New York, Jersey City, White Plains - NY, NJ    New York County
## 35126           Nassau County, Suffolk County - NY      Nassau County
## 35127 New York, Jersey City, White Plains - NY, NJ    New York County
## 35144           Nassau County, Suffolk County - NY      Nassau County
## 35148 New York, Jersey City, White Plains - NY, NJ    New York County
## 35154 New York, Jersey City, White Plains - NY, NJ    New York County
## 35156           Nassau County, Suffolk County - NY      Nassau County
## 35168           Nassau County, Suffolk County - NY      Nassau County
## 35174           Nassau County, Suffolk County - NY      Nassau County
## 35184 New York, Jersey City, White Plains - NY, NJ    New York County
## 35185           Nassau County, Suffolk County - NY      Nassau County
## 35208 New York, Jersey City, White Plains - NY, NJ    New York County
## 35215                               Rochester - NY      Monroe County
## 35238 New York, Jersey City, White Plains - NY, NJ    New York County
## 35240           Nassau County, Suffolk County - NY      Nassau County
## 35242 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 35244 New York, Jersey City, White Plains - NY, NJ    New York County
## 35250 New York, Jersey City, White Plains - NY, NJ    New York County
## 35251           Nassau County, Suffolk County - NY      Nassau County
## 35292 New York, Jersey City, White Plains - NY, NJ    New York County
## 35294           Nassau County, Suffolk County - NY      Nassau County
## 35298 New York, Jersey City, White Plains - NY, NJ    New York County
## 35317                               Rochester - NY      Monroe County
## 35322 New York, Jersey City, White Plains - NY, NJ    New York County
## 35328 New York, Jersey City, White Plains - NY, NJ    New York County
## 35330           Nassau County, Suffolk County - NY      Nassau County
## 35335           Nassau County, Suffolk County - NY      Nassau County
## 35346 New York, Jersey City, White Plains - NY, NJ    New York County
## 35348           Nassau County, Suffolk County - NY      Nassau County
## 35352 New York, Jersey City, White Plains - NY, NJ    New York County
## 35358 New York, Jersey City, White Plains - NY, NJ    New York County
## 35370 New York, Jersey City, White Plains - NY, NJ    New York County
## 35372           Nassau County, Suffolk County - NY      Nassau County
## 35376 New York, Jersey City, White Plains - NY, NJ    New York County
## 35382 New York, Jersey City, White Plains - NY, NJ    New York County
## 35388 New York, Jersey City, White Plains - NY, NJ    New York County
## 35394 New York, Jersey City, White Plains - NY, NJ    New York County
## 35400 New York, Jersey City, White Plains - NY, NJ    New York County
## 35402           Nassau County, Suffolk County - NY      Nassau County
## 35406 New York, Jersey City, White Plains - NY, NJ    New York County
## 35408           Nassau County, Suffolk County - NY      Nassau County
## 35412 New York, Jersey City, White Plains - NY, NJ    New York County
## 35430 New York, Jersey City, White Plains - NY, NJ    New York County
## 35431           Nassau County, Suffolk County - NY      Nassau County
## 35448 New York, Jersey City, White Plains - NY, NJ    New York County
## 35450           Nassau County, Suffolk County - NY      Nassau County
## 35454 New York, Jersey City, White Plains - NY, NJ    New York County
## 35455           Nassau County, Suffolk County - NY      Nassau County
## 35460 New York, Jersey City, White Plains - NY, NJ    New York County
## 35466 New York, Jersey City, White Plains - NY, NJ    New York County
## 35472 New York, Jersey City, White Plains - NY, NJ    New York County
## 35478 New York, Jersey City, White Plains - NY, NJ    New York County
## 35484 New York, Jersey City, White Plains - NY, NJ    New York County
## 35485                               Rochester - NY      Monroe County
## 35490 New York, Jersey City, White Plains - NY, NJ    New York County
## 35496 New York, Jersey City, White Plains - NY, NJ    New York County
## 35498           Nassau County, Suffolk County - NY      Nassau County
## 35502 New York, Jersey City, White Plains - NY, NJ    New York County
## 35514 New York, Jersey City, White Plains - NY, NJ    New York County
## 35516           Nassau County, Suffolk County - NY      Nassau County
## 35520 New York, Jersey City, White Plains - NY, NJ    New York County
## 35521           Nassau County, Suffolk County - NY      Nassau County
## 35522           Nassau County, Suffolk County - NY      Nassau County
## 35525     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 35528           Nassau County, Suffolk County - NY      Nassau County
## 35532 New York, Jersey City, White Plains - NY, NJ    New York County
## 35538 New York, Jersey City, White Plains - NY, NJ    New York County
## 35544 New York, Jersey City, White Plains - NY, NJ    New York County
## 35586 New York, Jersey City, White Plains - NY, NJ    New York County
## 35598 New York, Jersey City, White Plains - NY, NJ    New York County
## 35601          Dutchess County, Putnam County - NY      Putnam County
## 35616 New York, Jersey City, White Plains - NY, NJ    New York County
## 35619 New York, Jersey City, White Plains - NY, NJ      Queens County
## 35622 New York, Jersey City, White Plains - NY, NJ    New York County
## 35634 New York, Jersey City, White Plains - NY, NJ    New York County
## 35640 New York, Jersey City, White Plains - NY, NJ    New York County
## 35646 New York, Jersey City, White Plains - NY, NJ    New York County
## 35652 New York, Jersey City, White Plains - NY, NJ    New York County
## 35653 New York, Jersey City, White Plains - NY, NJ    New York County
## 35664 New York, Jersey City, White Plains - NY, NJ    New York County
## 35676 New York, Jersey City, White Plains - NY, NJ    New York County
## 35678                                               Montgomery County
## 35686               Albany, Schenectady, Troy - NY      Albany County
## 35688 New York, Jersey City, White Plains - NY, NJ    New York County
## 35703 New York, Jersey City, White Plains - NY, NJ    New York County
## 35724 New York, Jersey City, White Plains - NY, NJ    New York County
## 35730 New York, Jersey City, White Plains - NY, NJ    New York County
## 35737           Nassau County, Suffolk County - NY      Nassau County
## 35742 New York, Jersey City, White Plains - NY, NJ    New York County
## 35748 New York, Jersey City, White Plains - NY, NJ    New York County
## 35760 New York, Jersey City, White Plains - NY, NJ    New York County
## 35784 New York, Jersey City, White Plains - NY, NJ    New York County
## 35789 New York, Jersey City, White Plains - NY, NJ      Queens County
## 35790 New York, Jersey City, White Plains - NY, NJ    New York County
## 35802 New York, Jersey City, White Plains - NY, NJ    New York County
## 35814 New York, Jersey City, White Plains - NY, NJ    New York County
## 35820 New York, Jersey City, White Plains - NY, NJ    New York County
## 35910 New York, Jersey City, White Plains - NY, NJ    New York County
## 35921 New York, Jersey City, White Plains - NY, NJ      Queens County
## 35922 New York, Jersey City, White Plains - NY, NJ    New York County
## 35925 New York, Jersey City, White Plains - NY, NJ    New York County
## 35937           Nassau County, Suffolk County - NY      Nassau County
## 35946 New York, Jersey City, White Plains - NY, NJ    New York County
## 35970 New York, Jersey City, White Plains - NY, NJ    New York County
## 35979 New York, Jersey City, White Plains - NY, NJ      Queens County
## 36006           Nassau County, Suffolk County - NY      Nassau County
## 36013           Nassau County, Suffolk County - NY      Nassau County
## 36015           Nassau County, Suffolk County - NY      Nassau County
## 36043           Nassau County, Suffolk County - NY      Nassau County
## 36073           Nassau County, Suffolk County - NY      Nassau County
## 36087 New York, Jersey City, White Plains - NY, NJ    New York County
## 36141 New York, Jersey City, White Plains - NY, NJ    New York County
## 36174           Nassau County, Suffolk County - NY      Nassau County
## 36189 New York, Jersey City, White Plains - NY, NJ    New York County
## 36192           Nassau County, Suffolk County - NY      Nassau County
## 36226 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 36261 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 36265           Nassau County, Suffolk County - NY      Nassau County
## 36283           Nassau County, Suffolk County - NY      Nassau County
## 36304               Albany, Schenectady, Troy - NY      Albany County
## 36315 New York, Jersey City, White Plains - NY, NJ    New York County
## 36363 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 36400               Albany, Schenectady, Troy - NY      Albany County
## 36419     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 36432           Nassau County, Suffolk County - NY      Nassau County
## 36475           Nassau County, Suffolk County - NY      Nassau County
## 36492           Nassau County, Suffolk County - NY      Nassau County
## 36525           Nassau County, Suffolk County - NY      Nassau County
## 36569 New York, Jersey City, White Plains - NY, NJ      Queens County
## 36596                               Rochester - NY      Monroe County
## 36600           Nassau County, Suffolk County - NY      Nassau County
## 36630           Nassau County, Suffolk County - NY      Nassau County
## 36637           Nassau County, Suffolk County - NY      Nassau County
## 36641     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 36748 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 36789 New York, Jersey City, White Plains - NY, NJ    New York County
## 36799           Nassau County, Suffolk County - NY      Nassau County
## 36843 New York, Jersey City, White Plains - NY, NJ      Queens County
## 36849 New York, Jersey City, White Plains - NY, NJ    New York County
## 36866                               Rochester - NY      Monroe County
## 36883                               Rochester - NY      Monroe County
## 36901 New York, Jersey City, White Plains - NY, NJ    New York County
## 36924           Nassau County, Suffolk County - NY      Nassau County
## 36995     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 37077 New York, Jersey City, White Plains - NY, NJ    New York County
## 37113 New York, Jersey City, White Plains - NY, NJ    New York County
## 37167 New York, Jersey City, White Plains - NY, NJ    New York County
## 37171           Nassau County, Suffolk County - NY      Nassau County
## 37201                                Syracuse - NY    Onondaga County
## 37207           Nassau County, Suffolk County - NY      Nassau County
## 37262                               Rochester - NY      Monroe County
## 37323           Nassau County, Suffolk County - NY      Nassau County
## 37387           Nassau County, Suffolk County - NY      Nassau County
## 37393           Nassau County, Suffolk County - NY      Nassau County
## 37402 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 37419 New York, Jersey City, White Plains - NY, NJ    New York County
## 37435                               Rochester - NY      Monroe County
## 37442                               Rochester - NY      Monroe County
## 37448                               Rochester - NY      Monroe County
## 37484 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 37579           Nassau County, Suffolk County - NY      Nassau County
## 37584           Nassau County, Suffolk County - NY      Nassau County
## 37591           Nassau County, Suffolk County - NY      Nassau County
## 37644           Nassau County, Suffolk County - NY      Nassau County
## 37681 New York, Jersey City, White Plains - NY, NJ    New York County
## 37692           Nassau County, Suffolk County - NY      Nassau County
## 37701 New York, Jersey City, White Plains - NY, NJ    New York County
## 37761 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 37783           Nassau County, Suffolk County - NY      Nassau County
## 37784 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 37813 New York, Jersey City, White Plains - NY, NJ    New York County
## 37821 New York, Jersey City, White Plains - NY, NJ    New York County
## 37832 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 37862 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 37868 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 37888 New York, Jersey City, White Plains - NY, NJ    New York County
## 37896           Nassau County, Suffolk County - NY      Nassau County
## 37968           Nassau County, Suffolk County - NY      Nassau County
## 37970 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38000 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38014 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 38036 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38042 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38077 New York, Jersey City, White Plains - NY, NJ       Kings County
## 38126 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38145 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 38149 New York, Jersey City, White Plains - NY, NJ    New York County
## 38164               Albany, Schenectady, Troy - NY      Albany County
## 38166           Nassau County, Suffolk County - NY      Nassau County
## 38200 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 38241 New York, Jersey City, White Plains - NY, NJ    New York County
## 38263 New York, Jersey City, White Plains - NY, NJ    New York County
## 38280           Nassau County, Suffolk County - NY      Nassau County
## 38334           Nassau County, Suffolk County - NY      Nassau County
## 38346           Nassau County, Suffolk County - NY      Nassau County
## 38440 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 38462 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38476 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 38481 New York, Jersey City, White Plains - NY, NJ    New York County
## 38492 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 38565                                Syracuse - NY    Onondaga County
## 38599     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 38605 New York, Jersey City, White Plains - NY, NJ    New York County
## 38673 New York, Jersey City, White Plains - NY, NJ    New York County
## 38695 New York, Jersey City, White Plains - NY, NJ    New York County
## 38709 New York, Jersey City, White Plains - NY, NJ    New York County
## 38717     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 38719     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 38760           Nassau County, Suffolk County - NY      Nassau County
## 38777     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 38841 New York, Jersey City, White Plains - NY, NJ    New York County
## 38874           Nassau County, Suffolk County - NY      Nassau County
## 38921     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 38924 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 38946           Nassau County, Suffolk County - NY      Nassau County
## 38970           Nassau County, Suffolk County - NY      Nassau County
## 38976           Nassau County, Suffolk County - NY      Nassau County
## 38990 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39011 New York, Jersey City, White Plains - NY, NJ      Queens County
## 39012           Nassau County, Suffolk County - NY      Nassau County
## 39030           Nassau County, Suffolk County - NY      Nassau County
## 39036           Nassau County, Suffolk County - NY      Nassau County
## 39041 New York, Jersey City, White Plains - NY, NJ      Queens County
## 39066           Nassau County, Suffolk County - NY      Nassau County
## 39078           Nassau County, Suffolk County - NY      Nassau County
## 39090           Nassau County, Suffolk County - NY      Nassau County
## 39096           Nassau County, Suffolk County - NY      Nassau County
## 39124 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 39150           Nassau County, Suffolk County - NY      Nassau County
## 39156           Nassau County, Suffolk County - NY      Nassau County
## 39172 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 39186           Nassau County, Suffolk County - NY      Nassau County
## 39188 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39192           Nassau County, Suffolk County - NY      Nassau County
## 39201 New York, Jersey City, White Plains - NY, NJ    New York County
## 39204           Nassau County, Suffolk County - NY      Nassau County
## 39210           Nassau County, Suffolk County - NY      Nassau County
## 39222           Nassau County, Suffolk County - NY      Nassau County
## 39234           Nassau County, Suffolk County - NY      Nassau County
## 39237 New York, Jersey City, White Plains - NY, NJ    New York County
## 39246           Nassau County, Suffolk County - NY      Nassau County
## 39252           Nassau County, Suffolk County - NY      Nassau County
## 39258           Nassau County, Suffolk County - NY      Nassau County
## 39285 New York, Jersey City, White Plains - NY, NJ    New York County
## 39288           Nassau County, Suffolk County - NY      Nassau County
## 39292               Albany, Schenectady, Troy - NY      Albany County
## 39313                               Rochester - NY      Monroe County
## 39348           Nassau County, Suffolk County - NY      Nassau County
## 39397 New York, Jersey City, White Plains - NY, NJ    New York County
## 39420           Nassau County, Suffolk County - NY      Nassau County
## 39423 New York, Jersey City, White Plains - NY, NJ    New York County
## 39432           Nassau County, Suffolk County - NY      Nassau County
## 39453 New York, Jersey City, White Plains - NY, NJ    New York County
## 39486           Nassau County, Suffolk County - NY      Nassau County
## 39493 New York, Jersey City, White Plains - NY, NJ    New York County
## 39498           Nassau County, Suffolk County - NY      Nassau County
## 39505 New York, Jersey City, White Plains - NY, NJ    New York County
## 39523 New York, Jersey City, White Plains - NY, NJ    New York County
## 39528           Nassau County, Suffolk County - NY      Nassau County
## 39534           Nassau County, Suffolk County - NY      Nassau County
## 39541 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39546           Nassau County, Suffolk County - NY      Nassau County
## 39555 New York, Jersey City, White Plains - NY, NJ    New York County
## 39558           Nassau County, Suffolk County - NY      Nassau County
## 39564           Nassau County, Suffolk County - NY      Nassau County
## 39570           Nassau County, Suffolk County - NY      Nassau County
## 39576           Nassau County, Suffolk County - NY      Nassau County
## 39578                               Rochester - NY      Monroe County
## 39582           Nassau County, Suffolk County - NY      Nassau County
## 39585 New York, Jersey City, White Plains - NY, NJ      Orange County
## 39588           Nassau County, Suffolk County - NY      Nassau County
## 39594           Nassau County, Suffolk County - NY      Nassau County
## 39595 New York, Jersey City, White Plains - NY, NJ    New York County
## 39599     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 39606           Nassau County, Suffolk County - NY      Nassau County
## 39618           Nassau County, Suffolk County - NY      Nassau County
## 39624           Nassau County, Suffolk County - NY      Nassau County
## 39625           Nassau County, Suffolk County - NY      Nassau County
## 39627 New York, Jersey City, White Plains - NY, NJ    New York County
## 39630           Nassau County, Suffolk County - NY      Nassau County
## 39631 New York, Jersey City, White Plains - NY, NJ    New York County
## 39636           Nassau County, Suffolk County - NY      Nassau County
## 39637 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39642           Nassau County, Suffolk County - NY      Nassau County
## 39647     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 39648           Nassau County, Suffolk County - NY      Nassau County
## 39654           Nassau County, Suffolk County - NY      Nassau County
## 39660           Nassau County, Suffolk County - NY      Nassau County
## 39666           Nassau County, Suffolk County - NY      Nassau County
## 39678           Nassau County, Suffolk County - NY      Nassau County
## 39686 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39701 New York, Jersey City, White Plains - NY, NJ      Queens County
## 39728 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39732           Nassau County, Suffolk County - NY      Nassau County
## 39758 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 39762           Nassau County, Suffolk County - NY      Nassau County
## 39768           Nassau County, Suffolk County - NY      Nassau County
## 39780           Nassau County, Suffolk County - NY      Nassau County
## 39798           Nassau County, Suffolk County - NY      Nassau County
## 39810           Nassau County, Suffolk County - NY      Nassau County
## 39816           Nassau County, Suffolk County - NY      Nassau County
## 39828           Nassau County, Suffolk County - NY      Nassau County
## 39829 New York, Jersey City, White Plains - NY, NJ    New York County
## 39834           Nassau County, Suffolk County - NY      Nassau County
## 39851 New York, Jersey City, White Plains - NY, NJ      Queens County
## 39858           Nassau County, Suffolk County - NY      Nassau County
## 39879                               Rochester - NY      Monroe County
## 39889 New York, Jersey City, White Plains - NY, NJ    New York County
## 39906           Nassau County, Suffolk County - NY      Nassau County
## 39919 New York, Jersey City, White Plains - NY, NJ    New York County
## 39940               Albany, Schenectady, Troy - NY      Albany County
## 39948           Nassau County, Suffolk County - NY      Nassau County
## 39960           Nassau County, Suffolk County - NY      Nassau County
## 40034 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40068           Nassau County, Suffolk County - NY      Nassau County
## 40069           Nassau County, Suffolk County - NY      Nassau County
## 40073 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40135 New York, Jersey City, White Plains - NY, NJ    New York County
## 40146           Nassau County, Suffolk County - NY      Nassau County
## 40152           Nassau County, Suffolk County - NY      Nassau County
## 40204               Albany, Schenectady, Troy - NY      Albany County
## 40218           Nassau County, Suffolk County - NY      Nassau County
## 40240 New York, Jersey City, White Plains - NY, NJ       Bronx County
## 40278           Nassau County, Suffolk County - NY      Nassau County
## 40282               Albany, Schenectady, Troy - NY      Albany County
## 40302           Nassau County, Suffolk County - NY      Nassau County
## 40310 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40317     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40340 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40345 New York, Jersey City, White Plains - NY, NJ    New York County
## 40379 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40381     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40386           Nassau County, Suffolk County - NY      Nassau County
## 40393           Nassau County, Suffolk County - NY      Nassau County
## 40396                                                 Columbia County
## 40413 New York, Jersey City, White Plains - NY, NJ    New York County
## 40429           Nassau County, Suffolk County - NY      Nassau County
## 40465 New York, Jersey City, White Plains - NY, NJ    New York County
## 40488           Nassau County, Suffolk County - NY      Nassau County
## 40501 New York, Jersey City, White Plains - NY, NJ    New York County
## 40512           Nassau County, Suffolk County - NY      Nassau County
## 40529 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40530           Nassau County, Suffolk County - NY      Nassau County
## 40550 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40567 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40639 New York, Jersey City, White Plains - NY, NJ    New York County
## 40640 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40645 New York, Jersey City, White Plains - NY, NJ    New York County
## 40661 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40705 New York, Jersey City, White Plains - NY, NJ    New York County
## 40707 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40716           Nassau County, Suffolk County - NY      Nassau County
## 40731 New York, Jersey City, White Plains - NY, NJ    New York County
## 40740           Nassau County, Suffolk County - NY      Nassau County
## 40741           Nassau County, Suffolk County - NY      Nassau County
## 40744 New York, Jersey City, White Plains - NY, NJ       Kings County
## 40762 New York, Jersey City, White Plains - NY, NJ       Kings County
## 40803     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40807           Nassau County, Suffolk County - NY      Nassau County
## 40817 New York, Jersey City, White Plains - NY, NJ      Queens County
## 40853     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40877     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40897 New York, Jersey City, White Plains - NY, NJ    New York County
## 40929 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 40978     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40983     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 40995 New York, Jersey City, White Plains - NY, NJ    New York County
## 41037 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41041 New York, Jersey City, White Plains - NY, NJ    New York County
## 41047           Nassau County, Suffolk County - NY      Nassau County
## 41119 New York, Jersey City, White Plains - NY, NJ    New York County
## 41149 New York, Jersey City, White Plains - NY, NJ    New York County
## 41176 New York, Jersey City, White Plains - NY, NJ    New York County
## 41191 New York, Jersey City, White Plains - NY, NJ    New York County
## 41218     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 41229 New York, Jersey City, White Plains - NY, NJ    New York County
## 41241 New York, Jersey City, White Plains - NY, NJ    New York County
## 41316           Nassau County, Suffolk County - NY      Nassau County
## 41320 New York, Jersey City, White Plains - NY, NJ       Kings County
## 41332 New York, Jersey City, White Plains - NY, NJ       Kings County
## 41355 New York, Jersey City, White Plains - NY, NJ    New York County
## 41365                               Rochester - NY      Monroe County
## 41368     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 41381 New York, Jersey City, White Plains - NY, NJ      Queens County
## 41406           Nassau County, Suffolk County - NY      Nassau County
## 41448           Nassau County, Suffolk County - NY      Nassau County
## 41479 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41499 New York, Jersey City, White Plains - NY, NJ      Queens County
## 41515 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41526           Nassau County, Suffolk County - NY      Nassau County
## 41561 New York, Jersey City, White Plains - NY, NJ      Queens County
## 41574           Nassau County, Suffolk County - NY      Nassau County
## 41584 New York, Jersey City, White Plains - NY, NJ       Kings County
## 41592           Nassau County, Suffolk County - NY      Nassau County
## 41602 New York, Jersey City, White Plains - NY, NJ       Kings County
## 41608                                                    Essex County
## 41628           Nassau County, Suffolk County - NY      Nassau County
## 41644     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 41692 New York, Jersey City, White Plains - NY, NJ       Kings County
## 41708                               Rochester - NY      Monroe County
## 41733           Nassau County, Suffolk County - NY      Nassau County
## 41769 New York, Jersey City, White Plains - NY, NJ    New York County
## 41822 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41828 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41857               Albany, Schenectady, Troy - NY  Rensselaer County
## 41858 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41865 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41871                                Syracuse - NY     Madison County
## 41925 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 41931 New York, Jersey City, White Plains - NY, NJ    New York County
## 41991 New York, Jersey City, White Plains - NY, NJ    New York County
## 42039 New York, Jersey City, White Plains - NY, NJ    New York County
## 42088 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42094                                                   Greene County
## 42173 New York, Jersey City, White Plains - NY, NJ      Queens County
## 42182 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42211               Albany, Schenectady, Troy - NY  Rensselaer County
## 42222           Nassau County, Suffolk County - NY      Nassau County
## 42224 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42267     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 42274     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 42278 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42285 New York, Jersey City, White Plains - NY, NJ    New York County
## 42308 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42314 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42358 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42359     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 42422 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42451               Albany, Schenectady, Troy - NY  Rensselaer County
## 42454 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42458                               Rochester - NY      Monroe County
## 42508 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42584 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42676 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42687 New York, Jersey City, White Plains - NY, NJ    New York County
## 42694 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42794 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42825     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 42826     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 42858           Nassau County, Suffolk County - NY      Nassau County
## 42892 New York, Jersey City, White Plains - NY, NJ    New York County
## 42916 New York, Jersey City, White Plains - NY, NJ       Kings County
## 42920 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 42925               Albany, Schenectady, Troy - NY  Rensselaer County
## 43000                                                 Hamilton County
## 43021               Albany, Schenectady, Troy - NY  Rensselaer County
## 43060 New York, Jersey City, White Plains - NY, NJ       Kings County
## 43066                                  Elmira - NY     Chemung County
## 43072          Dutchess County, Putnam County - NY    Dutchess County
## 43092           Nassau County, Suffolk County - NY      Nassau County
## 43102          Dutchess County, Putnam County - NY    Dutchess County
## 43107 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 43126 New York, Jersey City, White Plains - NY, NJ       Kings County
## 43128           Nassau County, Suffolk County - NY      Nassau County
## 43143 New York, Jersey City, White Plains - NY, NJ    New York County
## 43151 New York, Jersey City, White Plains - NY, NJ      Queens County
## 43155           Nassau County, Suffolk County - NY      Nassau County
## 43209 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 43210 New York, Jersey City, White Plains - NY, NJ       Kings County
## 43379     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 43396          Dutchess County, Putnam County - NY    Dutchess County
## 43401 New York, Jersey City, White Plains - NY, NJ    New York County
## 43440           Nassau County, Suffolk County - NY      Nassau County
## 43470           Nassau County, Suffolk County - NY      Nassau County
## 43485 New York, Jersey City, White Plains - NY, NJ    New York County
## 43521 New York, Jersey City, White Plains - NY, NJ    New York County
## 43524           Nassau County, Suffolk County - NY      Nassau County
## 43530           Nassau County, Suffolk County - NY      Nassau County
## 43548           Nassau County, Suffolk County - NY      Nassau County
## 43554           Nassau County, Suffolk County - NY      Nassau County
## 43557 New York, Jersey City, White Plains - NY, NJ      Queens County
## 43575 New York, Jersey City, White Plains - NY, NJ    New York County
## 43578           Nassau County, Suffolk County - NY      Nassau County
## 43584           Nassau County, Suffolk County - NY      Nassau County
## 43626           Nassau County, Suffolk County - NY      Nassau County
## 43638           Nassau County, Suffolk County - NY      Nassau County
## 43710           Nassau County, Suffolk County - NY      Nassau County
## 43720          Dutchess County, Putnam County - NY    Dutchess County
## 43726                                               Chautauqua County
## 43754 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 43930     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 43952 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 43983 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 43989 New York, Jersey City, White Plains - NY, NJ    New York County
## 44012 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44044                                  Elmira - NY     Chemung County
## 44054 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44068                    Watertown, Fort Drum - NY   Jefferson County
## 44110 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44169 New York, Jersey City, White Plains - NY, NJ    New York County
## 44225 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44251     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 44256           Nassau County, Suffolk County - NY      Nassau County
## 44268           Nassau County, Suffolk County - NY      Nassau County
## 44286           Nassau County, Suffolk County - NY      Nassau County
## 44298           Nassau County, Suffolk County - NY      Nassau County
## 44308 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44316           Nassau County, Suffolk County - NY      Nassau County
## 44321 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44325 New York, Jersey City, White Plains - NY, NJ    New York County
## 44331 New York, Jersey City, White Plains - NY, NJ      Orange County
## 44358           Nassau County, Suffolk County - NY      Nassau County
## 44364           Nassau County, Suffolk County - NY      Nassau County
## 44376           Nassau County, Suffolk County - NY      Nassau County
## 44382           Nassau County, Suffolk County - NY      Nassau County
## 44388           Nassau County, Suffolk County - NY      Nassau County
## 44400           Nassau County, Suffolk County - NY      Nassau County
## 44412           Nassau County, Suffolk County - NY      Nassau County
## 44418           Nassau County, Suffolk County - NY      Nassau County
## 44424           Nassau County, Suffolk County - NY      Nassau County
## 44432 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44436           Nassau County, Suffolk County - NY      Nassau County
## 44438 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44448           Nassau County, Suffolk County - NY      Nassau County
## 44454           Nassau County, Suffolk County - NY      Nassau County
## 44464 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44474 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44510 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44520           Nassau County, Suffolk County - NY      Nassau County
## 44537 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44538           Nassau County, Suffolk County - NY      Nassau County
## 44566 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44599               Albany, Schenectady, Troy - NY  Rensselaer County
## 44625           Nassau County, Suffolk County - NY      Nassau County
## 44639 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44646           Nassau County, Suffolk County - NY      Nassau County
## 44648 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44652           Nassau County, Suffolk County - NY      Nassau County
## 44694           Nassau County, Suffolk County - NY      Nassau County
## 44698 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44715 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 44746                                                 Columbia County
## 44747 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44785 New York, Jersey City, White Plains - NY, NJ    New York County
## 44801     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 44848 New York, Jersey City, White Plains - NY, NJ       Kings County
## 44879 New York, Jersey City, White Plains - NY, NJ      Queens County
## 44938          Dutchess County, Putnam County - NY    Dutchess County
## 45003 New York, Jersey City, White Plains - NY, NJ    New York County
## 45100 New York, Jersey City, White Plains - NY, NJ       Kings County
## 45108           Nassau County, Suffolk County - NY      Nassau County
## 45153           Nassau County, Suffolk County - NY      Nassau County
## 45171           Nassau County, Suffolk County - NY      Nassau County
## 45205     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 45339 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45351 New York, Jersey City, White Plains - NY, NJ    New York County
## 45361     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 45386 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45434 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45443 New York, Jersey City, White Plains - NY, NJ      Queens County
## 45452 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45482 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45486           Nassau County, Suffolk County - NY      Nassau County
## 45519 New York, Jersey City, White Plains - NY, NJ    New York County
## 45525 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 45633 New York, Jersey City, White Plains - NY, NJ    New York County
## 45641 New York, Jersey City, White Plains - NY, NJ      Queens County
## 45646 New York, Jersey City, White Plains - NY, NJ       Kings County
## 45660           Nassau County, Suffolk County - NY      Nassau County
## 45676                                                 Columbia County
## 45690           Nassau County, Suffolk County - NY      Nassau County
## 45714           Nassau County, Suffolk County - NY      Nassau County
## 45717 New York, Jersey City, White Plains - NY, NJ    New York County
## 45741 New York, Jersey City, White Plains - NY, NJ    New York County
## 45778                                                   Greene County
## 45877               Albany, Schenectady, Troy - NY  Rensselaer County
## 45928 New York, Jersey City, White Plains - NY, NJ       Kings County
## 45975 New York, Jersey City, White Plains - NY, NJ    New York County
## 46035           Nassau County, Suffolk County - NY      Nassau County
## 46093     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 46137 New York, Jersey City, White Plains - NY, NJ    New York County
## 46144                                                 Columbia County
## 46228 New York, Jersey City, White Plains - NY, NJ       Kings County
## 46229 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46251           Nassau County, Suffolk County - NY      Nassau County
## 46269           Nassau County, Suffolk County - NY      Nassau County
## 46275 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46311 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46455 New York, Jersey City, White Plains - NY, NJ    New York County
## 46472 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 46498     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 46608           Nassau County, Suffolk County - NY      Nassau County
## 46624     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 46654                                                   Greene County
## 46659 New York, Jersey City, White Plains - NY, NJ    New York County
## 46707 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 46717 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46743           Nassau County, Suffolk County - NY      Nassau County
## 46751 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46763 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46786 New York, Jersey City, White Plains - NY, NJ       Kings County
## 46809 New York, Jersey City, White Plains - NY, NJ      Queens County
## 46869 New York, Jersey City, White Plains - NY, NJ    New York County
## 46890           Nassau County, Suffolk County - NY      Nassau County
## 46936     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 46938           Nassau County, Suffolk County - NY      Nassau County
## 46959 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47030 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 47040           Nassau County, Suffolk County - NY      Nassau County
## 47092 New York, Jersey City, White Plains - NY, NJ       Kings County
## 47115 New York, Jersey City, White Plains - NY, NJ    New York County
## 47187               Albany, Schenectady, Troy - NY  Rensselaer County
## 47261 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47343           Nassau County, Suffolk County - NY      Nassau County
## 47356 New York, Jersey City, White Plains - NY, NJ       Kings County
## 47445 New York, Jersey City, White Plains - NY, NJ    New York County
## 47517 New York, Jersey City, White Plains - NY, NJ    New York County
## 47556           Nassau County, Suffolk County - NY      Nassau County
## 47568           Nassau County, Suffolk County - NY      Nassau County
## 47574           Nassau County, Suffolk County - NY      Nassau County
## 47584                                                 Columbia County
## 47606 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 47610           Nassau County, Suffolk County - NY      Nassau County
## 47616           Nassau County, Suffolk County - NY      Nassau County
## 47644                                                   Cayuga County
## 47646           Nassau County, Suffolk County - NY      Nassau County
## 47683     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 47706           Nassau County, Suffolk County - NY      Nassau County
## 47713 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47718           Nassau County, Suffolk County - NY      Nassau County
## 47724           Nassau County, Suffolk County - NY      Nassau County
## 47736           Nassau County, Suffolk County - NY      Nassau County
## 47742           Nassau County, Suffolk County - NY      Nassau County
## 47755 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47756                               Rochester - NY      Monroe County
## 47777 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47778           Nassau County, Suffolk County - NY      Nassau County
## 47784           Nassau County, Suffolk County - NY      Nassau County
## 47796           Nassau County, Suffolk County - NY      Nassau County
## 47805           Nassau County, Suffolk County - NY      Nassau County
## 47824                                                    Essex County
## 47839 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47844           Nassau County, Suffolk County - NY      Nassau County
## 47875 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47899     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 47929 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47955 New York, Jersey City, White Plains - NY, NJ    Rockland County
## 47975 New York, Jersey City, White Plains - NY, NJ      Queens County
## 47983 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48033 New York, Jersey City, White Plains - NY, NJ    New York County
## 48062 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 48095 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48161     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 48192           Nassau County, Suffolk County - NY      Nassau County
## 48204           Nassau County, Suffolk County - NY      Nassau County
## 48225 New York, Jersey City, White Plains - NY, NJ    New York County
## 48288           Nassau County, Suffolk County - NY      Nassau County
## 48295 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48315           Nassau County, Suffolk County - NY      Nassau County
## 48316 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48317 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48339           Nassau County, Suffolk County - NY      Nassau County
## 48340     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 48425 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48532                                               Chautauqua County
## 48553 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48586 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48682                                                 Franklin County
## 48743 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48748 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48759          Dutchess County, Putnam County - NY    Dutchess County
## 48766 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48778 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48788                               Rochester - NY      Monroe County
## 48793 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48799 New York, Jersey City, White Plains - NY, NJ    New York County
## 48811 New York, Jersey City, White Plains - NY, NJ      Queens County
## 48814 New York, Jersey City, White Plains - NY, NJ       Kings County
## 48834           Nassau County, Suffolk County - NY      Nassau County
## 48844                    Watertown, Fort Drum - NY   Jefferson County
## 48988                              Binghamton - NY      Broome County
## 49015 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49045     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49054          Dutchess County, Putnam County - NY    Dutchess County
## 49055 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49069 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49091     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49146           Nassau County, Suffolk County - NY      Nassau County
## 49161 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 49165 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49177     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49222 New York, Jersey City, White Plains - NY, NJ       Kings County
## 49229 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49235     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49243     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49253 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49297     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49389 New York, Jersey City, White Plains - NY, NJ       Kings County
## 49398           Nassau County, Suffolk County - NY      Nassau County
## 49416           Nassau County, Suffolk County - NY      Nassau County
## 49419           Nassau County, Suffolk County - NY      Nassau County
## 49425               Albany, Schenectady, Troy - NY  Rensselaer County
## 49431 New York, Jersey City, White Plains - NY, NJ    New York County
## 49452           Nassau County, Suffolk County - NY      Nassau County
## 49469     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49498                              Binghamton - NY      Broome County
## 49559 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49576 New York, Jersey City, White Plains - NY, NJ       Kings County
## 49589 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49594 New York, Jersey City, White Plains - NY, NJ       Kings County
## 49602           Nassau County, Suffolk County - NY      Nassau County
## 49685 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49705 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49717 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49749           Nassau County, Suffolk County - NY      Nassau County
## 49763     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 49769 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49771 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49779 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 49785 New York, Jersey City, White Plains - NY, NJ    Richmond County
## 49877 New York, Jersey City, White Plains - NY, NJ      Queens County
## 49923 New York, Jersey City, White Plains - NY, NJ    New York County
## 49924 New York, Jersey City, White Plains - NY, NJ       Kings County
## 49926           Nassau County, Suffolk County - NY      Nassau County
## 50012               Albany, Schenectady, Troy - NY  Rensselaer County
## 50047 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50055           Nassau County, Suffolk County - NY      Nassau County
## 50060               Albany, Schenectady, Troy - NY  Rensselaer County
## 50062 New York, Jersey City, White Plains - NY, NJ       Kings County
## 50079 New York, Jersey City, White Plains - NY, NJ    New York County
## 50092                                                    Essex County
## 50098 New York, Jersey City, White Plains - NY, NJ       Kings County
## 50105 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50124           Nassau County, Suffolk County - NY      Nassau County
## 50130           Nassau County, Suffolk County - NY      Nassau County
## 50142           Nassau County, Suffolk County - NY      Nassau County
## 50145               Albany, Schenectady, Troy - NY  Rensselaer County
## 50148           Nassau County, Suffolk County - NY      Nassau County
## 50158 New York, Jersey City, White Plains - NY, NJ       Kings County
## 50160           Nassau County, Suffolk County - NY      Nassau County
## 50166           Nassau County, Suffolk County - NY      Nassau County
## 50172           Nassau County, Suffolk County - NY      Nassau County
## 50200     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 50220           Nassau County, Suffolk County - NY      Nassau County
## 50224                                                 Columbia County
## 50227 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50302 New York, Jersey City, White Plains - NY, NJ       Kings County
## 50340           Nassau County, Suffolk County - NY      Nassau County
## 50352           Nassau County, Suffolk County - NY      Nassau County
## 50358           Nassau County, Suffolk County - NY      Nassau County
## 50364           Nassau County, Suffolk County - NY      Nassau County
## 50371 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50376           Nassau County, Suffolk County - NY      Nassau County
## 50377 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50382           Nassau County, Suffolk County - NY      Nassau County
## 50385               Albany, Schenectady, Troy - NY  Rensselaer County
## 50394           Nassau County, Suffolk County - NY      Nassau County
## 50400           Nassau County, Suffolk County - NY      Nassau County
## 50412           Nassau County, Suffolk County - NY      Nassau County
## 50424           Nassau County, Suffolk County - NY      Nassau County
## 50443 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50454           Nassau County, Suffolk County - NY      Nassau County
## 50469 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50472           Nassau County, Suffolk County - NY      Nassau County
## 50481               Albany, Schenectady, Troy - NY  Rensselaer County
## 50484           Nassau County, Suffolk County - NY      Nassau County
## 50490           Nassau County, Suffolk County - NY      Nassau County
## 50495 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50502           Nassau County, Suffolk County - NY      Nassau County
## 50526           Nassau County, Suffolk County - NY      Nassau County
## 50538           Nassau County, Suffolk County - NY      Nassau County
## 50556           Nassau County, Suffolk County - NY      Nassau County
## 50573 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50574           Nassau County, Suffolk County - NY      Nassau County
## 50580           Nassau County, Suffolk County - NY      Nassau County
## 50586           Nassau County, Suffolk County - NY      Nassau County
## 50598           Nassau County, Suffolk County - NY      Nassau County
## 50604           Nassau County, Suffolk County - NY      Nassau County
## 50610           Nassau County, Suffolk County - NY      Nassau County
## 50622           Nassau County, Suffolk County - NY      Nassau County
## 50633     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 50634           Nassau County, Suffolk County - NY      Nassau County
## 50646           Nassau County, Suffolk County - NY      Nassau County
## 50658           Nassau County, Suffolk County - NY      Nassau County
## 50659 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50668     Buffalo, Cheektowaga, Niagara Falls - NY        Erie County
## 50682           Nassau County, Suffolk County - NY      Nassau County
## 50736           Nassau County, Suffolk County - NY      Nassau County
## 50743 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50748           Nassau County, Suffolk County - NY      Nassau County
## 50760           Nassau County, Suffolk County - NY      Nassau County
## 50772           Nassau County, Suffolk County - NY      Nassau County
## 50808           Nassau County, Suffolk County - NY      Nassau County
## 50815 New York, Jersey City, White Plains - NY, NJ      Queens County
## 50862           Nassau County, Suffolk County - NY      Nassau County
##                                                                applicant_ethnicity_name
## 1     Information not provided by applicant in mail, Internet, or telephone application
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9     Information not provided by applicant in mail, Internet, or telephone application
## 37    Information not provided by applicant in mail, Internet, or telephone application
## 51                                                               Not Hispanic or Latino
## 87                                                               Not Hispanic or Latino
## 112                                                              Not Hispanic or Latino
## 154                                                                  Hispanic or Latino
## 171                                                              Not Hispanic or Latino
## 177   Information not provided by applicant in mail, Internet, or telephone application
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                              Not Hispanic or Latino
## 250                                                              Not Hispanic or Latino
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                              Not Hispanic or Latino
## 334                                                              Not Hispanic or Latino
## 336                                                              Not Hispanic or Latino
## 361                                                              Not Hispanic or Latino
## 399   Information not provided by applicant in mail, Internet, or telephone application
## 454                                                              Not Hispanic or Latino
## 458                                                              Not Hispanic or Latino
## 472                                                              Not Hispanic or Latino
## 482                                                              Not Hispanic or Latino
## 515                                                                  Hispanic or Latino
## 544                                                                      Not applicable
## 555   Information not provided by applicant in mail, Internet, or telephone application
## 628                                                              Not Hispanic or Latino
## 639                                                              Not Hispanic or Latino
## 652                                                              Not Hispanic or Latino
## 676                                                              Not Hispanic or Latino
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693   Information not provided by applicant in mail, Internet, or telephone application
## 697   Information not provided by applicant in mail, Internet, or telephone application
## 711   Information not provided by applicant in mail, Internet, or telephone application
## 712                                                              Not Hispanic or Latino
## 723   Information not provided by applicant in mail, Internet, or telephone application
## 728                                                              Not Hispanic or Latino
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                              Not Hispanic or Latino
## 769   Information not provided by applicant in mail, Internet, or telephone application
## 790                                                              Not Hispanic or Latino
## 795   Information not provided by applicant in mail, Internet, or telephone application
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                              Not Hispanic or Latino
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850   Information not provided by applicant in mail, Internet, or telephone application
## 856                                                              Not Hispanic or Latino
## 886                                                              Not Hispanic or Latino
## 888                                                              Not Hispanic or Latino
## 916                                                              Not Hispanic or Latino
## 933                                                              Not Hispanic or Latino
## 952                                                              Not Hispanic or Latino
## 976   Information not provided by applicant in mail, Internet, or telephone application
## 988                                                              Not Hispanic or Latino
## 1000  Information not provided by applicant in mail, Internet, or telephone application
## 1004                                                             Not Hispanic or Latino
## 1006                                                             Not Hispanic or Latino
## 1024                                                             Not Hispanic or Latino
## 1051                                                             Not Hispanic or Latino
## 1059                                                             Not Hispanic or Latino
## 1084  Information not provided by applicant in mail, Internet, or telephone application
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                             Not Hispanic or Latino
## 1131  Information not provided by applicant in mail, Internet, or telephone application
## 1133                                                             Not Hispanic or Latino
## 1168                                                             Not Hispanic or Latino
## 1186                                                             Not Hispanic or Latino
## 1192  Information not provided by applicant in mail, Internet, or telephone application
## 1204                                                             Not Hispanic or Latino
## 1214                                                             Not Hispanic or Latino
## 1294                                                             Not Hispanic or Latino
## 1306                                                             Not Hispanic or Latino
## 1307                                                             Not Hispanic or Latino
## 1311  Information not provided by applicant in mail, Internet, or telephone application
## 1327                                                             Not Hispanic or Latino
## 1353                                                             Not Hispanic or Latino
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                             Not Hispanic or Latino
## 1390                                                             Not Hispanic or Latino
## 1395                                                             Not Hispanic or Latino
## 1461                                                             Not Hispanic or Latino
## 1486                                                             Not Hispanic or Latino
## 1491  Information not provided by applicant in mail, Internet, or telephone application
## 1498                                                             Not Hispanic or Latino
## 1510  Information not provided by applicant in mail, Internet, or telephone application
## 1533                                                                 Hispanic or Latino
## 1578                                                             Not Hispanic or Latino
## 1588  Information not provided by applicant in mail, Internet, or telephone application
## 1594  Information not provided by applicant in mail, Internet, or telephone application
## 1612                                                             Not Hispanic or Latino
## 1623                                                                 Hispanic or Latino
## 1636                                                             Not Hispanic or Latino
## 1647                                                             Not Hispanic or Latino
## 1660                                                             Not Hispanic or Latino
## 1679                                                             Not Hispanic or Latino
## 1702                                                             Not Hispanic or Latino
## 1725                                                             Not Hispanic or Latino
## 1731                                                             Not Hispanic or Latino
## 1737                                                             Not Hispanic or Latino
## 1756                                                             Not Hispanic or Latino
## 1761                                                             Not Hispanic or Latino
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                             Not Hispanic or Latino
## 1798                                                             Not Hispanic or Latino
## 1803                                                             Not Hispanic or Latino
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                             Not Hispanic or Latino
## 1839  Information not provided by applicant in mail, Internet, or telephone application
## 1892                                                             Not Hispanic or Latino
## 1898                                                             Not Hispanic or Latino
## 1906                                                             Not Hispanic or Latino
## 1910                                                             Not Hispanic or Latino
## 1916  Information not provided by applicant in mail, Internet, or telephone application
## 1924                                                             Not Hispanic or Latino
## 1936                                                             Not Hispanic or Latino
## 1953                                                             Not Hispanic or Latino
## 1954                                                             Not Hispanic or Latino
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                             Not Hispanic or Latino
## 1983                                                             Not Hispanic or Latino
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050  Information not provided by applicant in mail, Internet, or telephone application
## 2055  Information not provided by applicant in mail, Internet, or telephone application
## 2110                                                             Not Hispanic or Latino
## 2164  Information not provided by applicant in mail, Internet, or telephone application
## 2187                                                             Not Hispanic or Latino
## 2194                                                             Not Hispanic or Latino
## 2218                                                             Not Hispanic or Latino
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                             Not Hispanic or Latino
## 2290                                                             Not Hispanic or Latino
## 2318                                                             Not Hispanic or Latino
## 2332                                                             Not Hispanic or Latino
## 2335                                                             Not Hispanic or Latino
## 2343                                                             Not Hispanic or Latino
## 2349                                                             Not Hispanic or Latino
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                             Not Hispanic or Latino
## 2380                                                             Not Hispanic or Latino
## 2386                                                             Not Hispanic or Latino
## 2410  Information not provided by applicant in mail, Internet, or telephone application
## 2440                                                             Not Hispanic or Latino
## 2451                                                             Not Hispanic or Latino
## 2487                                                             Not Hispanic or Latino
## 2491                                                             Not Hispanic or Latino
## 2505                                                             Not Hispanic or Latino
## 2516                                                             Not Hispanic or Latino
## 2523  Information not provided by applicant in mail, Internet, or telephone application
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                             Not Hispanic or Latino
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                             Not Hispanic or Latino
## 2566                                                             Not Hispanic or Latino
## 2590                                                             Not Hispanic or Latino
## 2625  Information not provided by applicant in mail, Internet, or telephone application
## 2626                                                             Not Hispanic or Latino
## 2643  Information not provided by applicant in mail, Internet, or telephone application
## 2656  Information not provided by applicant in mail, Internet, or telephone application
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                             Not Hispanic or Latino
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747  Information not provided by applicant in mail, Internet, or telephone application
## 2774                                                             Not Hispanic or Latino
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                 Hispanic or Latino
## 2806                                                             Not Hispanic or Latino
## 2818  Information not provided by applicant in mail, Internet, or telephone application
## 2836                                                             Not Hispanic or Latino
## 2860                                                             Not Hispanic or Latino
## 2872                                                             Not Hispanic or Latino
## 2884  Information not provided by applicant in mail, Internet, or telephone application
## 2890                                                             Not Hispanic or Latino
## 2900                                                             Not Hispanic or Latino
## 2902  Information not provided by applicant in mail, Internet, or telephone application
## 2949                                                             Not Hispanic or Latino
## 2951                                                             Not Hispanic or Latino
## 2956  Information not provided by applicant in mail, Internet, or telephone application
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                             Not Hispanic or Latino
## 3053                                                             Not Hispanic or Latino
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                             Not Hispanic or Latino
## 3123                                                             Not Hispanic or Latino
## 3166                                                             Not Hispanic or Latino
## 3213  Information not provided by applicant in mail, Internet, or telephone application
## 3232                                                             Not Hispanic or Latino
## 3247  Information not provided by applicant in mail, Internet, or telephone application
## 3267                                                             Not Hispanic or Latino
## 3274                                                             Not Hispanic or Latino
## 3280                                                             Not Hispanic or Latino
## 3286                                                             Not Hispanic or Latino
## 3292                                                             Not Hispanic or Latino
## 3334  Information not provided by applicant in mail, Internet, or telephone application
## 3339  Information not provided by applicant in mail, Internet, or telephone application
## 3380                                                             Not Hispanic or Latino
## 3381  Information not provided by applicant in mail, Internet, or telephone application
## 3387                                                             Not Hispanic or Latino
## 3429  Information not provided by applicant in mail, Internet, or telephone application
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                             Not Hispanic or Latino
## 3470  Information not provided by applicant in mail, Internet, or telephone application
## 3495                                                             Not Hispanic or Latino
## 3520                                                             Not Hispanic or Latino
## 3542  Information not provided by applicant in mail, Internet, or telephone application
## 3544                                                             Not Hispanic or Latino
## 3575                                                             Not Hispanic or Latino
## 3580                                                             Not Hispanic or Latino
## 3586                                                             Not Hispanic or Latino
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592  Information not provided by applicant in mail, Internet, or telephone application
## 3615                                                             Not Hispanic or Latino
## 3630  Information not provided by applicant in mail, Internet, or telephone application
## 3660                                                             Not Hispanic or Latino
## 3664                                                             Not Hispanic or Latino
## 3690                                                             Not Hispanic or Latino
## 3736  Information not provided by applicant in mail, Internet, or telephone application
## 3743                                                             Not Hispanic or Latino
## 3749  Information not provided by applicant in mail, Internet, or telephone application
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                             Not Hispanic or Latino
## 3790                                                             Not Hispanic or Latino
## 3796                                                             Not Hispanic or Latino
## 3797                                                             Not Hispanic or Latino
## 3837  Information not provided by applicant in mail, Internet, or telephone application
## 3862                                                             Not Hispanic or Latino
## 3874                                                             Not Hispanic or Latino
## 3887                                                             Not Hispanic or Latino
## 3899                                                             Not Hispanic or Latino
## 3904  Information not provided by applicant in mail, Internet, or telephone application
## 3921                                                                 Hispanic or Latino
## 3922                                                             Not Hispanic or Latino
## 3934  Information not provided by applicant in mail, Internet, or telephone application
## 3975                                                             Not Hispanic or Latino
## 3982                                                             Not Hispanic or Latino
## 4018                                                             Not Hispanic or Latino
## 4054  Information not provided by applicant in mail, Internet, or telephone application
## 4072                                                             Not Hispanic or Latino
## 4108                                                             Not Hispanic or Latino
## 4126                                                             Not Hispanic or Latino
## 4174                                                                 Hispanic or Latino
## 4178                                                             Not Hispanic or Latino
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                             Not Hispanic or Latino
## 4233                                                             Not Hispanic or Latino
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251                                                             Not Hispanic or Latino
## 4253  Information not provided by applicant in mail, Internet, or telephone application
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                             Not Hispanic or Latino
## 4276                                                             Not Hispanic or Latino
## 4283                                                             Not Hispanic or Latino
## 4293                                                             Not Hispanic or Latino
## 4295  Information not provided by applicant in mail, Internet, or telephone application
## 4299                                                             Not Hispanic or Latino
## 4301                                                             Not Hispanic or Latino
## 4305                                                             Not Hispanic or Latino
## 4306                                                             Not Hispanic or Latino
## 4310                                                             Not Hispanic or Latino
## 4319                                                             Not Hispanic or Latino
## 4325                                                             Not Hispanic or Latino
## 4330  Information not provided by applicant in mail, Internet, or telephone application
## 4331                                                             Not Hispanic or Latino
## 4341                                                             Not Hispanic or Latino
## 4345                                                             Not Hispanic or Latino
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                             Not Hispanic or Latino
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371  Information not provided by applicant in mail, Internet, or telephone application
## 4375                                                             Not Hispanic or Latino
## 4378                                                             Not Hispanic or Latino
## 4388                                                             Not Hispanic or Latino
## 4402                                                             Not Hispanic or Latino
## 4408                                                                 Hispanic or Latino
## 4415                                                             Not Hispanic or Latino
## 4433                                                             Not Hispanic or Latino
## 4438                                                             Not Hispanic or Latino
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                             Not Hispanic or Latino
## 4527                                                             Not Hispanic or Latino
## 4528                                                                 Hispanic or Latino
## 4534  Information not provided by applicant in mail, Internet, or telephone application
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558  Information not provided by applicant in mail, Internet, or telephone application
## 4560                                                             Not Hispanic or Latino
## 4582                                                             Not Hispanic or Latino
## 4597                                                             Not Hispanic or Latino
## 4606                                                             Not Hispanic or Latino
## 4621                                                             Not Hispanic or Latino
## 4627                                                             Not Hispanic or Latino
## 4650                                                             Not Hispanic or Latino
## 4662                                                             Not Hispanic or Latino
## 4672                                                             Not Hispanic or Latino
## 4701                                                             Not Hispanic or Latino
## 4737  Information not provided by applicant in mail, Internet, or telephone application
## 4743                                                             Not Hispanic or Latino
## 4756  Information not provided by applicant in mail, Internet, or telephone application
## 4762                                                             Not Hispanic or Latino
## 4771                                                             Not Hispanic or Latino
## 4776                                                             Not Hispanic or Latino
## 4785  Information not provided by applicant in mail, Internet, or telephone application
## 4791                                                             Not Hispanic or Latino
## 4792                                                             Not Hispanic or Latino
## 4811  Information not provided by applicant in mail, Internet, or telephone application
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823  Information not provided by applicant in mail, Internet, or telephone application
## 4848                                                             Not Hispanic or Latino
## 4849                                                             Not Hispanic or Latino
## 4852                                                             Not Hispanic or Latino
## 4859                                                             Not Hispanic or Latino
## 4866                                                             Not Hispanic or Latino
## 4869  Information not provided by applicant in mail, Internet, or telephone application
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                             Not Hispanic or Latino
## 4899                                                             Not Hispanic or Latino
## 4912                                                             Not Hispanic or Latino
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                             Not Hispanic or Latino
## 4942                                                             Not Hispanic or Latino
## 4944                                                             Not Hispanic or Latino
## 4945  Information not provided by applicant in mail, Internet, or telephone application
## 4946                                                             Not Hispanic or Latino
## 4947                                                             Not Hispanic or Latino
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                             Not Hispanic or Latino
## 4978  Information not provided by applicant in mail, Internet, or telephone application
## 4980                                                             Not Hispanic or Latino
## 4987  Information not provided by applicant in mail, Internet, or telephone application
## 5008                                                             Not Hispanic or Latino
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042  Information not provided by applicant in mail, Internet, or telephone application
## 5071  Information not provided by applicant in mail, Internet, or telephone application
## 5073  Information not provided by applicant in mail, Internet, or telephone application
## 5080                                                             Not Hispanic or Latino
## 5105                                                             Not Hispanic or Latino
## 5110                                                             Not Hispanic or Latino
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133  Information not provided by applicant in mail, Internet, or telephone application
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158  Information not provided by applicant in mail, Internet, or telephone application
## 5200  Information not provided by applicant in mail, Internet, or telephone application
## 5202                                                             Not Hispanic or Latino
## 5218                                                                     Not applicable
## 5229                                                             Not Hispanic or Latino
## 5253                                                             Not Hispanic or Latino
## 5260                                                             Not Hispanic or Latino
## 5272                                                             Not Hispanic or Latino
## 5280                                                             Not Hispanic or Latino
## 5302                                                             Not Hispanic or Latino
## 5331  Information not provided by applicant in mail, Internet, or telephone application
## 5335                                                             Not Hispanic or Latino
## 5374                                                             Not Hispanic or Latino
## 5398                                                             Not Hispanic or Latino
## 5403  Information not provided by applicant in mail, Internet, or telephone application
## 5434                                                             Not Hispanic or Latino
## 5439                                                             Not Hispanic or Latino
## 5443  Information not provided by applicant in mail, Internet, or telephone application
## 5445                                                             Not Hispanic or Latino
## 5451  Information not provided by applicant in mail, Internet, or telephone application
## 5458                                                             Not Hispanic or Latino
## 5463                                                                 Hispanic or Latino
## 5481                                                             Not Hispanic or Latino
## 5500                                                                 Hispanic or Latino
## 5524                                                             Not Hispanic or Latino
## 5529  Information not provided by applicant in mail, Internet, or telephone application
## 5541  Information not provided by applicant in mail, Internet, or telephone application
## 5548                                                                     Not applicable
## 5551                                                             Not Hispanic or Latino
## 5560                                                             Not Hispanic or Latino
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578  Information not provided by applicant in mail, Internet, or telephone application
## 5581  Information not provided by applicant in mail, Internet, or telephone application
## 5587                                                             Not Hispanic or Latino
## 5606                                                             Not Hispanic or Latino
## 5620  Information not provided by applicant in mail, Internet, or telephone application
## 5631  Information not provided by applicant in mail, Internet, or telephone application
## 5633                                                             Not Hispanic or Latino
## 5637                                                             Not Hispanic or Latino
## 5644                                                             Not Hispanic or Latino
## 5645                                                             Not Hispanic or Latino
## 5659                                                             Not Hispanic or Latino
## 5665                                                             Not Hispanic or Latino
## 5667                                                             Not Hispanic or Latino
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691  Information not provided by applicant in mail, Internet, or telephone application
## 5692  Information not provided by applicant in mail, Internet, or telephone application
## 5697                                                             Not Hispanic or Latino
## 5700                                                             Not Hispanic or Latino
## 5710                                                             Not Hispanic or Latino
## 5711                                                             Not Hispanic or Latino
## 5722                                                             Not Hispanic or Latino
## 5727                                                             Not Hispanic or Latino
## 5733  Information not provided by applicant in mail, Internet, or telephone application
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                             Not Hispanic or Latino
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786  Information not provided by applicant in mail, Internet, or telephone application
## 5795                                                             Not Hispanic or Latino
## 5807                                                             Not Hispanic or Latino
## 5810                                                             Not Hispanic or Latino
## 5821                                                             Not Hispanic or Latino
## 5824                                                             Not Hispanic or Latino
## 5860                                                             Not Hispanic or Latino
## 5878                                                             Not Hispanic or Latino
## 5956                                                             Not Hispanic or Latino
## 5974                                                             Not Hispanic or Latino
## 5980                                                             Not Hispanic or Latino
## 5986                                                             Not Hispanic or Latino
## 5988                                                                 Hispanic or Latino
## 5991                                                             Not Hispanic or Latino
## 6004  Information not provided by applicant in mail, Internet, or telephone application
## 6030                                                             Not Hispanic or Latino
## 6042                                                             Not Hispanic or Latino
## 6051                                                             Not Hispanic or Latino
## 6058                                                             Not Hispanic or Latino
## 6070  Information not provided by applicant in mail, Internet, or telephone application
## 6075                                                             Not Hispanic or Latino
## 6083                                                             Not Hispanic or Latino
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088  Information not provided by applicant in mail, Internet, or telephone application
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                             Not Hispanic or Latino
## 6110                                                             Not Hispanic or Latino
## 6142                                                             Not Hispanic or Latino
## 6178  Information not provided by applicant in mail, Internet, or telephone application
## 6184                                                             Not Hispanic or Latino
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                             Not Hispanic or Latino
## 6207                                                             Not Hispanic or Latino
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226  Information not provided by applicant in mail, Internet, or telephone application
## 6237                                                             Not Hispanic or Latino
## 6244                                                             Not Hispanic or Latino
## 6256  Information not provided by applicant in mail, Internet, or telephone application
## 6328                                                             Not Hispanic or Latino
## 6334                                                             Not Hispanic or Latino
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355  Information not provided by applicant in mail, Internet, or telephone application
## 6358                                                             Not Hispanic or Latino
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376  Information not provided by applicant in mail, Internet, or telephone application
## 6379                                                             Not Hispanic or Latino
## 6385                                                             Not Hispanic or Latino
## 6399                                                             Not Hispanic or Latino
## 6401                                                             Not Hispanic or Latino
## 6413                                                             Not Hispanic or Latino
## 6421                                                             Not Hispanic or Latino
## 6425                                                             Not Hispanic or Latino
## 6431                                                             Not Hispanic or Latino
## 6438                                                             Not Hispanic or Latino
## 6459                                                             Not Hispanic or Latino
## 6464                                                             Not Hispanic or Latino
## 6467  Information not provided by applicant in mail, Internet, or telephone application
## 6485                                                             Not Hispanic or Latino
## 6492                                                             Not Hispanic or Latino
## 6495  Information not provided by applicant in mail, Internet, or telephone application
## 6503                                                             Not Hispanic or Latino
## 6512                                                             Not Hispanic or Latino
## 6517                                                             Not Hispanic or Latino
## 6525                                                             Not Hispanic or Latino
## 6526                                                             Not Hispanic or Latino
## 6533                                                             Not Hispanic or Latino
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                             Not Hispanic or Latino
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556  Information not provided by applicant in mail, Internet, or telephone application
## 6575                                                             Not Hispanic or Latino
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595                                                             Not Hispanic or Latino
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                             Not Hispanic or Latino
## 6609                                                             Not Hispanic or Latino
## 6615                                                             Not Hispanic or Latino
## 6620                                                             Not Hispanic or Latino
## 6628  Information not provided by applicant in mail, Internet, or telephone application
## 6634                                                             Not Hispanic or Latino
## 6641                                                             Not Hispanic or Latino
## 6663  Information not provided by applicant in mail, Internet, or telephone application
## 6689                                                             Not Hispanic or Latino
## 6696                                                             Not Hispanic or Latino
## 6705                                                             Not Hispanic or Latino
## 6726                                                                 Hispanic or Latino
## 6730                                                             Not Hispanic or Latino
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                             Not Hispanic or Latino
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                             Not Hispanic or Latino
## 6805                                                             Not Hispanic or Latino
## 6819                                                             Not Hispanic or Latino
## 6826                                                             Not Hispanic or Latino
## 6844  Information not provided by applicant in mail, Internet, or telephone application
## 6862  Information not provided by applicant in mail, Internet, or telephone application
## 6865  Information not provided by applicant in mail, Internet, or telephone application
## 6871  Information not provided by applicant in mail, Internet, or telephone application
## 6886  Information not provided by applicant in mail, Internet, or telephone application
## 6892                                                             Not Hispanic or Latino
## 6906                                                             Not Hispanic or Latino
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                             Not Hispanic or Latino
## 6927                                                             Not Hispanic or Latino
## 6928                                                             Not Hispanic or Latino
## 6943                                                             Not Hispanic or Latino
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                             Not Hispanic or Latino
## 6973                                                             Not Hispanic or Latino
## 7012                                                             Not Hispanic or Latino
## 7021                                                             Not Hispanic or Latino
## 7024  Information not provided by applicant in mail, Internet, or telephone application
## 7031                                                             Not Hispanic or Latino
## 7033                                                                 Hispanic or Latino
## 7034  Information not provided by applicant in mail, Internet, or telephone application
## 7035                                                             Not Hispanic or Latino
## 7036                                                             Not Hispanic or Latino
## 7045  Information not provided by applicant in mail, Internet, or telephone application
## 7066                                                             Not Hispanic or Latino
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                             Not Hispanic or Latino
## 7087                                                             Not Hispanic or Latino
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                             Not Hispanic or Latino
## 7120                                                             Not Hispanic or Latino
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                             Not Hispanic or Latino
## 7168                                                             Not Hispanic or Latino
## 7171                                                             Not Hispanic or Latino
## 7175                                                             Not Hispanic or Latino
## 7180                                                             Not Hispanic or Latino
## 7183                                                             Not Hispanic or Latino
## 7189                                                             Not Hispanic or Latino
## 7196                                                                 Hispanic or Latino
## 7197                                                             Not Hispanic or Latino
## 7198  Information not provided by applicant in mail, Internet, or telephone application
## 7207                                                             Not Hispanic or Latino
## 7215  Information not provided by applicant in mail, Internet, or telephone application
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                             Not Hispanic or Latino
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233  Information not provided by applicant in mail, Internet, or telephone application
## 7237  Information not provided by applicant in mail, Internet, or telephone application
## 7239                                                             Not Hispanic or Latino
## 7240                                                                 Hispanic or Latino
## 7251                                                             Not Hispanic or Latino
## 7252  Information not provided by applicant in mail, Internet, or telephone application
## 7255                                                             Not Hispanic or Latino
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                             Not Hispanic or Latino
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303  Information not provided by applicant in mail, Internet, or telephone application
## 7306                                                             Not Hispanic or Latino
## 7318                                                             Not Hispanic or Latino
## 7319                                                             Not Hispanic or Latino
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                             Not Hispanic or Latino
## 7381                                                             Not Hispanic or Latino
## 7387                                                             Not Hispanic or Latino
## 7388                                                             Not Hispanic or Latino
## 7393                                                             Not Hispanic or Latino
## 7402                                                             Not Hispanic or Latino
## 7403  Information not provided by applicant in mail, Internet, or telephone application
## 7405  Information not provided by applicant in mail, Internet, or telephone application
## 7411  Information not provided by applicant in mail, Internet, or telephone application
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                             Not Hispanic or Latino
## 7457  Information not provided by applicant in mail, Internet, or telephone application
## 7469                                                             Not Hispanic or Latino
## 7498  Information not provided by applicant in mail, Internet, or telephone application
## 7516  Information not provided by applicant in mail, Internet, or telephone application
## 7522                                                             Not Hispanic or Latino
## 7530                                                             Not Hispanic or Latino
## 7531                                                             Not Hispanic or Latino
## 7540                                                             Not Hispanic or Latino
## 7541                                                             Not Hispanic or Latino
## 7547                                                             Not Hispanic or Latino
## 7568                                                             Not Hispanic or Latino
## 7577                                                             Not Hispanic or Latino
## 7578                                                             Not Hispanic or Latino
## 7579                                                             Not Hispanic or Latino
## 7588                                                             Not Hispanic or Latino
## 7591  Information not provided by applicant in mail, Internet, or telephone application
## 7594                                                             Not Hispanic or Latino
## 7601                                                             Not Hispanic or Latino
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607                                                             Not Hispanic or Latino
## 7612  Information not provided by applicant in mail, Internet, or telephone application
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                             Not Hispanic or Latino
## 7637  Information not provided by applicant in mail, Internet, or telephone application
## 7641                                                             Not Hispanic or Latino
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664  Information not provided by applicant in mail, Internet, or telephone application
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                             Not Hispanic or Latino
## 7677                                                             Not Hispanic or Latino
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                             Not Hispanic or Latino
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                             Not Hispanic or Latino
## 7786  Information not provided by applicant in mail, Internet, or telephone application
## 7805                                                             Not Hispanic or Latino
## 7809                                                             Not Hispanic or Latino
## 7816  Information not provided by applicant in mail, Internet, or telephone application
## 7817                                                             Not Hispanic or Latino
## 7828                                                             Not Hispanic or Latino
## 7829                                                             Not Hispanic or Latino
## 7846                                                             Not Hispanic or Latino
## 7856  Information not provided by applicant in mail, Internet, or telephone application
## 7864                                                             Not Hispanic or Latino
## 7894                                                             Not Hispanic or Latino
## 7909                                                             Not Hispanic or Latino
## 7915  Information not provided by applicant in mail, Internet, or telephone application
## 7940                                                             Not Hispanic or Latino
## 7966                                                             Not Hispanic or Latino
## 7991                                                             Not Hispanic or Latino
## 7996                                                             Not Hispanic or Latino
## 8007                                                             Not Hispanic or Latino
## 8015  Information not provided by applicant in mail, Internet, or telephone application
## 8035                                                             Not Hispanic or Latino
## 8038                                                             Not Hispanic or Latino
## 8042                                                             Not Hispanic or Latino
## 8044                                                             Not Hispanic or Latino
## 8056                                                             Not Hispanic or Latino
## 8081  Information not provided by applicant in mail, Internet, or telephone application
## 8086                                                             Not Hispanic or Latino
## 8104  Information not provided by applicant in mail, Internet, or telephone application
## 8122                                                             Not Hispanic or Latino
## 8150                                                             Not Hispanic or Latino
## 8152                                                             Not Hispanic or Latino
## 8206  Information not provided by applicant in mail, Internet, or telephone application
## 8210                                                             Not Hispanic or Latino
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266  Information not provided by applicant in mail, Internet, or telephone application
## 8267  Information not provided by applicant in mail, Internet, or telephone application
## 8272                                                             Not Hispanic or Latino
## 8282                                                             Not Hispanic or Latino
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                             Not Hispanic or Latino
## 8344                                                             Not Hispanic or Latino
## 8353                                                             Not Hispanic or Latino
## 8359                                                             Not Hispanic or Latino
## 8374                                                             Not Hispanic or Latino
## 8398                                                             Not Hispanic or Latino
## 8401                                                             Not Hispanic or Latino
## 8404                                                             Not Hispanic or Latino
## 8439                                                             Not Hispanic or Latino
## 8489                                                             Not Hispanic or Latino
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                             Not Hispanic or Latino
## 8542                                                             Not Hispanic or Latino
## 8545                                                             Not Hispanic or Latino
## 8561                                                             Not Hispanic or Latino
## 8596                                                             Not Hispanic or Latino
## 8614  Information not provided by applicant in mail, Internet, or telephone application
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                             Not Hispanic or Latino
## 8669                                                             Not Hispanic or Latino
## 8686                                                             Not Hispanic or Latino
## 8692                                                             Not Hispanic or Latino
## 8697  Information not provided by applicant in mail, Internet, or telephone application
## 8698                                                             Not Hispanic or Latino
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                             Not Hispanic or Latino
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                             Not Hispanic or Latino
## 8783                                                             Not Hispanic or Latino
## 8788                                                             Not Hispanic or Latino
## 8797  Information not provided by applicant in mail, Internet, or telephone application
## 8806                                                             Not Hispanic or Latino
## 8812                                                             Not Hispanic or Latino
## 8818                                                             Not Hispanic or Latino
## 8821  Information not provided by applicant in mail, Internet, or telephone application
## 8896                                                             Not Hispanic or Latino
## 8932                                                             Not Hispanic or Latino
## 9004                                                             Not Hispanic or Latino
## 9022                                                             Not Hispanic or Latino
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                             Not Hispanic or Latino
## 9052                                                             Not Hispanic or Latino
## 9058                                                             Not Hispanic or Latino
## 9082                                                             Not Hispanic or Latino
## 9088                                                             Not Hispanic or Latino
## 9113                                                             Not Hispanic or Latino
## 9119  Information not provided by applicant in mail, Internet, or telephone application
## 9141  Information not provided by applicant in mail, Internet, or telephone application
## 9148                                                             Not Hispanic or Latino
## 9149  Information not provided by applicant in mail, Internet, or telephone application
## 9155  Information not provided by applicant in mail, Internet, or telephone application
## 9160                                                                 Hispanic or Latino
## 9181                                                             Not Hispanic or Latino
## 9184                                                             Not Hispanic or Latino
## 9191                                                             Not Hispanic or Latino
## 9196                                                             Not Hispanic or Latino
## 9197  Information not provided by applicant in mail, Internet, or telephone application
## 9199  Information not provided by applicant in mail, Internet, or telephone application
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205  Information not provided by applicant in mail, Internet, or telephone application
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247  Information not provided by applicant in mail, Internet, or telephone application
## 9253                                                             Not Hispanic or Latino
## 9256                                                             Not Hispanic or Latino
## 9271                                                             Not Hispanic or Latino
## 9279                                                             Not Hispanic or Latino
## 9280                                                             Not Hispanic or Latino
## 9289                                                             Not Hispanic or Latino
## 9295                                                             Not Hispanic or Latino
## 9317                                                             Not Hispanic or Latino
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                             Not Hispanic or Latino
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359                                                             Not Hispanic or Latino
## 9361  Information not provided by applicant in mail, Internet, or telephone application
## 9365                                                             Not Hispanic or Latino
## 9371                                                             Not Hispanic or Latino
## 9376                                                             Not Hispanic or Latino
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                             Not Hispanic or Latino
## 9429                                                             Not Hispanic or Latino
## 9436                                                             Not Hispanic or Latino
## 9484                                                             Not Hispanic or Latino
## 9496                                                             Not Hispanic or Latino
## 9502                                                             Not Hispanic or Latino
## 9526                                                             Not Hispanic or Latino
## 9532                                                             Not Hispanic or Latino
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                             Not Hispanic or Latino
## 9563                                                             Not Hispanic or Latino
## 9574                                                             Not Hispanic or Latino
## 9580                                                             Not Hispanic or Latino
## 9586                                                             Not Hispanic or Latino
## 9625                                                             Not Hispanic or Latino
## 9641  Information not provided by applicant in mail, Internet, or telephone application
## 9646  Information not provided by applicant in mail, Internet, or telephone application
## 9655  Information not provided by applicant in mail, Internet, or telephone application
## 9658                                                             Not Hispanic or Latino
## 9661                                                             Not Hispanic or Latino
## 9688  Information not provided by applicant in mail, Internet, or telephone application
## 9700                                                             Not Hispanic or Latino
## 9701                                                             Not Hispanic or Latino
## 9707                                                             Not Hispanic or Latino
## 9713  Information not provided by applicant in mail, Internet, or telephone application
## 9717                                                             Not Hispanic or Latino
## 9732                                                             Not Hispanic or Latino
## 9754                                                             Not Hispanic or Latino
## 9756                                                             Not Hispanic or Latino
## 9768                                                             Not Hispanic or Latino
## 9773                                                             Not Hispanic or Latino
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                             Not Hispanic or Latino
## 9865                                                             Not Hispanic or Latino
## 9880                                                             Not Hispanic or Latino
## 9882                                                             Not Hispanic or Latino
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                             Not Hispanic or Latino
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913  Information not provided by applicant in mail, Internet, or telephone application
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940  Information not provided by applicant in mail, Internet, or telephone application
## 9955                                                             Not Hispanic or Latino
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                             Not Hispanic or Latino
## 9971  Information not provided by applicant in mail, Internet, or telephone application
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024 Information not provided by applicant in mail, Internet, or telephone application
## 10048                                                            Not Hispanic or Latino
## 10054                                                            Not Hispanic or Latino
## 10078                                                            Not Hispanic or Latino
## 10114                                                            Not Hispanic or Latino
## 10123                                                            Not Hispanic or Latino
## 10128                                                            Not Hispanic or Latino
## 10145                                                            Not Hispanic or Latino
## 10152                                                            Not Hispanic or Latino
## 10176                                                            Not Hispanic or Latino
## 10188                                                            Not Hispanic or Latino
## 10193                                                            Not Hispanic or Latino
## 10222                                                            Not Hispanic or Latino
## 10234                                                                    Not applicable
## 10253                                                            Not Hispanic or Latino
## 10273                                                            Not Hispanic or Latino
## 10280                                                            Not Hispanic or Latino
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297 Information not provided by applicant in mail, Internet, or telephone application
## 10303                                                            Not Hispanic or Latino
## 10306                                                            Not Hispanic or Latino
## 10312                                                            Not Hispanic or Latino
## 10318                                                            Not Hispanic or Latino
## 10369                                                            Not Hispanic or Latino
## 10379 Information not provided by applicant in mail, Internet, or telephone application
## 10388                                                                Hispanic or Latino
## 10390 Information not provided by applicant in mail, Internet, or telephone application
## 10420                                                            Not Hispanic or Latino
## 10467                                                            Not Hispanic or Latino
## 10486                                                            Not Hispanic or Latino
## 10515                                                                    Not applicable
## 10531                                                            Not Hispanic or Latino
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                            Not Hispanic or Latino
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                            Not Hispanic or Latino
## 10541                                                            Not Hispanic or Latino
## 10551                                                            Not Hispanic or Latino
## 10554                                                            Not Hispanic or Latino
## 10566                                                            Not Hispanic or Latino
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                            Not Hispanic or Latino
## 10591                                                            Not Hispanic or Latino
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                            Not Hispanic or Latino
## 10623                                                            Not Hispanic or Latino
## 10631                                                            Not Hispanic or Latino
## 10637                                                            Not Hispanic or Latino
## 10641                                                            Not Hispanic or Latino
## 10648                                                            Not Hispanic or Latino
## 10663                                                            Not Hispanic or Latino
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711 Information not provided by applicant in mail, Internet, or telephone application
## 10747 Information not provided by applicant in mail, Internet, or telephone application
## 10759                                                            Not Hispanic or Latino
## 10781                                                            Not Hispanic or Latino
## 10789 Information not provided by applicant in mail, Internet, or telephone application
## 10795 Information not provided by applicant in mail, Internet, or telephone application
## 10804                                                            Not Hispanic or Latino
## 10805 Information not provided by applicant in mail, Internet, or telephone application
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                            Not Hispanic or Latino
## 10852                                                            Not Hispanic or Latino
## 10853                                                            Not Hispanic or Latino
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892 Information not provided by applicant in mail, Internet, or telephone application
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                            Not Hispanic or Latino
## 10919                                                            Not Hispanic or Latino
## 10924 Information not provided by applicant in mail, Internet, or telephone application
## 10939 Information not provided by applicant in mail, Internet, or telephone application
## 10945                                                            Not Hispanic or Latino
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023 Information not provided by applicant in mail, Internet, or telephone application
## 11026                                                                Hispanic or Latino
## 11044 Information not provided by applicant in mail, Internet, or telephone application
## 11053                                                            Not Hispanic or Latino
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                            Not Hispanic or Latino
## 11065                                                            Not Hispanic or Latino
## 11068                                                            Not Hispanic or Latino
## 11071 Information not provided by applicant in mail, Internet, or telephone application
## 11074                                                            Not Hispanic or Latino
## 11095                                                            Not Hispanic or Latino
## 11098                                                            Not Hispanic or Latino
## 11099                                                                    Not applicable
## 11102                                                            Not Hispanic or Latino
## 11111                                                            Not Hispanic or Latino
## 11119                                                            Not Hispanic or Latino
## 11151                                                            Not Hispanic or Latino
## 11165                                                            Not Hispanic or Latino
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185 Information not provided by applicant in mail, Internet, or telephone application
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215 Information not provided by applicant in mail, Internet, or telephone application
## 11224 Information not provided by applicant in mail, Internet, or telephone application
## 11230                                                            Not Hispanic or Latino
## 11242                                                            Not Hispanic or Latino
## 11253                                                            Not Hispanic or Latino
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                            Not Hispanic or Latino
## 11291                                                            Not Hispanic or Latino
## 11297                                                            Not Hispanic or Latino
## 11302 Information not provided by applicant in mail, Internet, or telephone application
## 11309                                                            Not Hispanic or Latino
## 11318                                                            Not Hispanic or Latino
## 11329 Information not provided by applicant in mail, Internet, or telephone application
## 11341 Information not provided by applicant in mail, Internet, or telephone application
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                            Not Hispanic or Latino
## 11372                                                                Hispanic or Latino
## 11389                                                            Not Hispanic or Latino
## 11395                                                            Not Hispanic or Latino
## 11404                                                            Not Hispanic or Latino
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                            Not Hispanic or Latino
## 11415 Information not provided by applicant in mail, Internet, or telephone application
## 11425                                                            Not Hispanic or Latino
## 11452                                                            Not Hispanic or Latino
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                            Not Hispanic or Latino
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                            Not Hispanic or Latino
## 11499 Information not provided by applicant in mail, Internet, or telephone application
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533 Information not provided by applicant in mail, Internet, or telephone application
## 11536 Information not provided by applicant in mail, Internet, or telephone application
## 11551 Information not provided by applicant in mail, Internet, or telephone application
## 11560 Information not provided by applicant in mail, Internet, or telephone application
## 11562                                                            Not Hispanic or Latino
## 11576                                                            Not Hispanic or Latino
## 11581                                                                Hispanic or Latino
## 11593 Information not provided by applicant in mail, Internet, or telephone application
## 11596                                                            Not Hispanic or Latino
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                            Not Hispanic or Latino
## 11611                                                            Not Hispanic or Latino
## 11620                                                            Not Hispanic or Latino
## 11629                                                            Not Hispanic or Latino
## 11638                                                            Not Hispanic or Latino
## 11650 Information not provided by applicant in mail, Internet, or telephone application
## 11656                                                            Not Hispanic or Latino
## 11684                                                            Not Hispanic or Latino
## 11704                                                            Not Hispanic or Latino
## 11708 Information not provided by applicant in mail, Internet, or telephone application
## 11710 Information not provided by applicant in mail, Internet, or telephone application
## 11714                                                            Not Hispanic or Latino
## 11725                                                            Not Hispanic or Latino
## 11749                                                            Not Hispanic or Latino
## 11761 Information not provided by applicant in mail, Internet, or telephone application
## 11764                                                            Not Hispanic or Latino
## 11767                                                            Not Hispanic or Latino
## 11769                                                            Not Hispanic or Latino
## 11773                                                            Not Hispanic or Latino
## 11794                                                            Not Hispanic or Latino
## 11797                                                            Not Hispanic or Latino
## 11802                                                            Not Hispanic or Latino
## 11807                                                            Not Hispanic or Latino
## 11809                                                            Not Hispanic or Latino
## 11810                                                            Not Hispanic or Latino
## 11825                                                            Not Hispanic or Latino
## 11830                                                            Not Hispanic or Latino
## 11839                                                            Not Hispanic or Latino
## 11854                                                            Not Hispanic or Latino
## 11869 Information not provided by applicant in mail, Internet, or telephone application
## 11893                                                            Not Hispanic or Latino
## 11927                                                            Not Hispanic or Latino
## 11929                                                            Not Hispanic or Latino
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                            Not Hispanic or Latino
## 11950                                                            Not Hispanic or Latino
## 11951                                                            Not Hispanic or Latino
## 11958                                                            Not Hispanic or Latino
## 11983 Information not provided by applicant in mail, Internet, or telephone application
## 12013                                                            Not Hispanic or Latino
## 12014                                                            Not Hispanic or Latino
## 12019                                                            Not Hispanic or Latino
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033 Information not provided by applicant in mail, Internet, or telephone application
## 12035                                                            Not Hispanic or Latino
## 12041                                                            Not Hispanic or Latino
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                            Not Hispanic or Latino
## 12091                                                            Not Hispanic or Latino
## 12092 Information not provided by applicant in mail, Internet, or telephone application
## 12101                                                            Not Hispanic or Latino
## 12113 Information not provided by applicant in mail, Internet, or telephone application
## 12121                                                            Not Hispanic or Latino
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                            Not Hispanic or Latino
## 12131                                                            Not Hispanic or Latino
## 12133                                                            Not Hispanic or Latino
## 12139                                                            Not Hispanic or Latino
## 12145                                                            Not Hispanic or Latino
## 12168                                                                Hispanic or Latino
## 12169 Information not provided by applicant in mail, Internet, or telephone application
## 12187                                                            Not Hispanic or Latino
## 12194 Information not provided by applicant in mail, Internet, or telephone application
## 12199                                                            Not Hispanic or Latino
## 12232                                                            Not Hispanic or Latino
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250 Information not provided by applicant in mail, Internet, or telephone application
## 12253 Information not provided by applicant in mail, Internet, or telephone application
## 12271 Information not provided by applicant in mail, Internet, or telephone application
## 12293 Information not provided by applicant in mail, Internet, or telephone application
## 12295                                                            Not Hispanic or Latino
## 12301                                                            Not Hispanic or Latino
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                            Not Hispanic or Latino
## 12343                                                            Not Hispanic or Latino
## 12347                                                            Not Hispanic or Latino
## 12371                                                            Not Hispanic or Latino
## 12376 Information not provided by applicant in mail, Internet, or telephone application
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                            Not Hispanic or Latino
## 12397                                                            Not Hispanic or Latino
## 12406                                                            Not Hispanic or Latino
## 12418                                                            Not Hispanic or Latino
## 12421 Information not provided by applicant in mail, Internet, or telephone application
## 12424 Information not provided by applicant in mail, Internet, or telephone application
## 12427 Information not provided by applicant in mail, Internet, or telephone application
## 12445 Information not provided by applicant in mail, Internet, or telephone application
## 12447 Information not provided by applicant in mail, Internet, or telephone application
## 12454                                                            Not Hispanic or Latino
## 12468                                                            Not Hispanic or Latino
## 12469                                                            Not Hispanic or Latino
## 12481                                                                Hispanic or Latino
## 12487                                                            Not Hispanic or Latino
## 12493 Information not provided by applicant in mail, Internet, or telephone application
## 12496 Information not provided by applicant in mail, Internet, or telephone application
## 12502                                                            Not Hispanic or Latino
## 12507                                                            Not Hispanic or Latino
## 12511 Information not provided by applicant in mail, Internet, or telephone application
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                            Not Hispanic or Latino
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                            Not Hispanic or Latino
## 12538                                                            Not Hispanic or Latino
## 12541                                                            Not Hispanic or Latino
## 12547 Information not provided by applicant in mail, Internet, or telephone application
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559 Information not provided by applicant in mail, Internet, or telephone application
## 12565 Information not provided by applicant in mail, Internet, or telephone application
## 12586                                                            Not Hispanic or Latino
## 12592                                                            Not Hispanic or Latino
## 12600                                                            Not Hispanic or Latino
## 12605 Information not provided by applicant in mail, Internet, or telephone application
## 12607                                                            Not Hispanic or Latino
## 12610 Information not provided by applicant in mail, Internet, or telephone application
## 12613 Information not provided by applicant in mail, Internet, or telephone application
## 12616                                                            Not Hispanic or Latino
## 12617                                                            Not Hispanic or Latino
## 12623                                                            Not Hispanic or Latino
## 12638                                                            Not Hispanic or Latino
## 12640                                                            Not Hispanic or Latino
## 12643 Information not provided by applicant in mail, Internet, or telephone application
## 12646 Information not provided by applicant in mail, Internet, or telephone application
## 12677                                                            Not Hispanic or Latino
## 12685                                                            Not Hispanic or Latino
## 12700                                                            Not Hispanic or Latino
## 12703 Information not provided by applicant in mail, Internet, or telephone application
## 12706 Information not provided by applicant in mail, Internet, or telephone application
## 12739 Information not provided by applicant in mail, Internet, or telephone application
## 12745 Information not provided by applicant in mail, Internet, or telephone application
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                            Not Hispanic or Latino
## 12823                                                            Not Hispanic or Latino
## 12826                                                            Not Hispanic or Latino
## 12833                                                            Not Hispanic or Latino
## 12835 Information not provided by applicant in mail, Internet, or telephone application
## 12842                                                            Not Hispanic or Latino
## 12847                                                            Not Hispanic or Latino
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                            Not Hispanic or Latino
## 12882                                                            Not Hispanic or Latino
## 12886                                                            Not Hispanic or Latino
## 12892 Information not provided by applicant in mail, Internet, or telephone application
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                            Not Hispanic or Latino
## 12940                                                            Not Hispanic or Latino
## 12946                                                            Not Hispanic or Latino
## 12958 Information not provided by applicant in mail, Internet, or telephone application
## 12981                                                            Not Hispanic or Latino
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                            Not Hispanic or Latino
## 13020                                                                Hispanic or Latino
## 13039                                                            Not Hispanic or Latino
## 13048                                                            Not Hispanic or Latino
## 13073                                                            Not Hispanic or Latino
## 13075                                                            Not Hispanic or Latino
## 13078                                                            Not Hispanic or Latino
## 13081                                                            Not Hispanic or Latino
## 13087 Information not provided by applicant in mail, Internet, or telephone application
## 13093 Information not provided by applicant in mail, Internet, or telephone application
## 13114                                                            Not Hispanic or Latino
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                            Not Hispanic or Latino
## 13141 Information not provided by applicant in mail, Internet, or telephone application
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                            Not Hispanic or Latino
## 13155                                                            Not Hispanic or Latino
## 13171                                                            Not Hispanic or Latino
## 13180                                                            Not Hispanic or Latino
## 13189 Information not provided by applicant in mail, Internet, or telephone application
## 13192                                                            Not Hispanic or Latino
## 13198                                                                    Not applicable
## 13207 Information not provided by applicant in mail, Internet, or telephone application
## 13209                                                            Not Hispanic or Latino
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                            Not Hispanic or Latino
## 13228                                                            Not Hispanic or Latino
## 13231                                                            Not Hispanic or Latino
## 13246 Information not provided by applicant in mail, Internet, or telephone application
## 13249                                                            Not Hispanic or Latino
## 13273                                                            Not Hispanic or Latino
## 13285 Information not provided by applicant in mail, Internet, or telephone application
## 13289                                                            Not Hispanic or Latino
## 13315 Information not provided by applicant in mail, Internet, or telephone application
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                            Not Hispanic or Latino
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                            Not Hispanic or Latino
## 13393                                                            Not Hispanic or Latino
## 13406                                                            Not Hispanic or Latino
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                            Not Hispanic or Latino
## 13414                                                            Not Hispanic or Latino
## 13420                                                            Not Hispanic or Latino
## 13421                                                            Not Hispanic or Latino
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                            Not Hispanic or Latino
## 13447                                                            Not Hispanic or Latino
## 13453 Information not provided by applicant in mail, Internet, or telephone application
## 13457 Information not provided by applicant in mail, Internet, or telephone application
## 13477                                                            Not Hispanic or Latino
## 13483 Information not provided by applicant in mail, Internet, or telephone application
## 13492                                                            Not Hispanic or Latino
## 13495                                                            Not Hispanic or Latino
## 13504                                                            Not Hispanic or Latino
## 13513                                                            Not Hispanic or Latino
## 13522 Information not provided by applicant in mail, Internet, or telephone application
## 13525                                                            Not Hispanic or Latino
## 13540                                                            Not Hispanic or Latino
## 13543                                                            Not Hispanic or Latino
## 13552 Information not provided by applicant in mail, Internet, or telephone application
## 13561 Information not provided by applicant in mail, Internet, or telephone application
## 13570                                                            Not Hispanic or Latino
## 13579                                                            Not Hispanic or Latino
## 13597 Information not provided by applicant in mail, Internet, or telephone application
## 13612 Information not provided by applicant in mail, Internet, or telephone application
## 13621                                                            Not Hispanic or Latino
## 13627                                                            Not Hispanic or Latino
## 13630                                                            Not Hispanic or Latino
## 13636 Information not provided by applicant in mail, Internet, or telephone application
## 13646                                                            Not Hispanic or Latino
## 13651 Information not provided by applicant in mail, Internet, or telephone application
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                            Not Hispanic or Latino
## 13669 Information not provided by applicant in mail, Internet, or telephone application
## 13680                                                            Not Hispanic or Latino
## 13708                                                            Not Hispanic or Latino
## 13720                                                            Not Hispanic or Latino
## 13723                                                            Not Hispanic or Latino
## 13727 Information not provided by applicant in mail, Internet, or telephone application
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                            Not Hispanic or Latino
## 13745 Information not provided by applicant in mail, Internet, or telephone application
## 13755                                                            Not Hispanic or Latino
## 13771                                                            Not Hispanic or Latino
## 13789                                                            Not Hispanic or Latino
## 13803                                                            Not Hispanic or Latino
## 13832                                                            Not Hispanic or Latino
## 13836                                                            Not Hispanic or Latino
## 13852                                                                Hispanic or Latino
## 13861                                                            Not Hispanic or Latino
## 13907                                                            Not Hispanic or Latino
## 13913                                                            Not Hispanic or Latino
## 13915                                                            Not Hispanic or Latino
## 13936 Information not provided by applicant in mail, Internet, or telephone application
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                            Not Hispanic or Latino
## 13975                                                            Not Hispanic or Latino
## 13984 Information not provided by applicant in mail, Internet, or telephone application
## 13993 Information not provided by applicant in mail, Internet, or telephone application
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011 Information not provided by applicant in mail, Internet, or telephone application
## 14053 Information not provided by applicant in mail, Internet, or telephone application
## 14065                                                            Not Hispanic or Latino
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                                            Not Hispanic or Latino
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107 Information not provided by applicant in mail, Internet, or telephone application
## 14113                                                            Not Hispanic or Latino
## 14114                                                            Not Hispanic or Latino
## 14131                                                            Not Hispanic or Latino
## 14152                                                            Not Hispanic or Latino
## 14155                                                            Not Hispanic or Latino
## 14161 Information not provided by applicant in mail, Internet, or telephone application
## 14194                                                            Not Hispanic or Latino
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203                                                            Not Hispanic or Latino
## 14221 Information not provided by applicant in mail, Internet, or telephone application
## 14224                                                                Hispanic or Latino
## 14236                                                            Not Hispanic or Latino
## 14239 Information not provided by applicant in mail, Internet, or telephone application
## 14243                                                            Not Hispanic or Latino
## 14245                                                            Not Hispanic or Latino
## 14248                                                            Not Hispanic or Latino
## 14257                                                            Not Hispanic or Latino
## 14259                                                            Not Hispanic or Latino
## 14278 Information not provided by applicant in mail, Internet, or telephone application
## 14290                                                            Not Hispanic or Latino
## 14293 Information not provided by applicant in mail, Internet, or telephone application
## 14298                                                            Not Hispanic or Latino
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                            Not Hispanic or Latino
## 14323                                                            Not Hispanic or Latino
## 14335 Information not provided by applicant in mail, Internet, or telephone application
## 14338                                                                Hispanic or Latino
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                            Not Hispanic or Latino
## 14362                                                            Not Hispanic or Latino
## 14367                                                            Not Hispanic or Latino
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380 Information not provided by applicant in mail, Internet, or telephone application
## 14389 Information not provided by applicant in mail, Internet, or telephone application
## 14392                                                            Not Hispanic or Latino
## 14398                                                            Not Hispanic or Latino
## 14401 Information not provided by applicant in mail, Internet, or telephone application
## 14404                                                            Not Hispanic or Latino
## 14411                                                            Not Hispanic or Latino
## 14414                                                            Not Hispanic or Latino
## 14419 Information not provided by applicant in mail, Internet, or telephone application
## 14425 Information not provided by applicant in mail, Internet, or telephone application
## 14434                                                            Not Hispanic or Latino
## 14437                                                            Not Hispanic or Latino
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449 Information not provided by applicant in mail, Internet, or telephone application
## 14455 Information not provided by applicant in mail, Internet, or telephone application
## 14464                                                            Not Hispanic or Latino
## 14471                                                            Not Hispanic or Latino
## 14473                                                            Not Hispanic or Latino
## 14491                                                            Not Hispanic or Latino
## 14533 Information not provided by applicant in mail, Internet, or telephone application
## 14536                                                            Not Hispanic or Latino
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555 Information not provided by applicant in mail, Internet, or telephone application
## 14568                                                                Hispanic or Latino
## 14591                                                                    Not applicable
## 14601                                                            Not Hispanic or Latino
## 14617 Information not provided by applicant in mail, Internet, or telephone application
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                            Not Hispanic or Latino
## 14660 Information not provided by applicant in mail, Internet, or telephone application
## 14664                                                            Not Hispanic or Latino
## 14668                                                            Not Hispanic or Latino
## 14690                                                            Not Hispanic or Latino
## 14692                                                            Not Hispanic or Latino
## 14695                                                            Not Hispanic or Latino
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713                                                                Hispanic or Latino
## 14725 Information not provided by applicant in mail, Internet, or telephone application
## 14731 Information not provided by applicant in mail, Internet, or telephone application
## 14743                                                            Not Hispanic or Latino
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                            Not Hispanic or Latino
## 14767                                                            Not Hispanic or Latino
## 14794                                                            Not Hispanic or Latino
## 14806                                                            Not Hispanic or Latino
## 14815                                                            Not Hispanic or Latino
## 14816                                                            Not Hispanic or Latino
## 14825                                                            Not Hispanic or Latino
## 14833                                                            Not Hispanic or Latino
## 14896 Information not provided by applicant in mail, Internet, or telephone application
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                            Not Hispanic or Latino
## 14932                                                            Not Hispanic or Latino
## 14956                                                            Not Hispanic or Latino
## 14974                                                                Hispanic or Latino
## 14983                                                            Not Hispanic or Latino
## 14992                                                            Not Hispanic or Latino
## 14995                                                            Not Hispanic or Latino
## 15012                                                            Not Hispanic or Latino
## 15038                                                            Not Hispanic or Latino
## 15043 Information not provided by applicant in mail, Internet, or telephone application
## 15082                                                            Not Hispanic or Latino
## 15103 Information not provided by applicant in mail, Internet, or telephone application
## 15112                                                            Not Hispanic or Latino
## 15127                                                            Not Hispanic or Latino
## 15154                                                            Not Hispanic or Latino
## 15175                                                            Not Hispanic or Latino
## 15177                                                            Not Hispanic or Latino
## 15191                                                            Not Hispanic or Latino
## 15211                                                            Not Hispanic or Latino
## 15229 Information not provided by applicant in mail, Internet, or telephone application
## 15232                                                                Hispanic or Latino
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244 Information not provided by applicant in mail, Internet, or telephone application
## 15253                                                            Not Hispanic or Latino
## 15262                                                            Not Hispanic or Latino
## 15265                                                            Not Hispanic or Latino
## 15286                                                            Not Hispanic or Latino
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                            Not Hispanic or Latino
## 15315                                                            Not Hispanic or Latino
## 15317                                                            Not Hispanic or Latino
## 15319                                                            Not Hispanic or Latino
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                            Not Hispanic or Latino
## 15334 Information not provided by applicant in mail, Internet, or telephone application
## 15339                                                            Not Hispanic or Latino
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                            Not Hispanic or Latino
## 15367                                                            Not Hispanic or Latino
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                            Not Hispanic or Latino
## 15403                                                                Hispanic or Latino
## 15410                                                            Not Hispanic or Latino
## 15441                                                            Not Hispanic or Latino
## 15446 Information not provided by applicant in mail, Internet, or telephone application
## 15508                                                            Not Hispanic or Latino
## 15520 Information not provided by applicant in mail, Internet, or telephone application
## 15532                                                            Not Hispanic or Latino
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                            Not Hispanic or Latino
## 15556                                                            Not Hispanic or Latino
## 15565                                                            Not Hispanic or Latino
## 15573                                                            Not Hispanic or Latino
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                            Not Hispanic or Latino
## 15600                                                            Not Hispanic or Latino
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617 Information not provided by applicant in mail, Internet, or telephone application
## 15628                                                            Not Hispanic or Latino
## 15631                                                            Not Hispanic or Latino
## 15641                                                            Not Hispanic or Latino
## 15646                                                            Not Hispanic or Latino
## 15661                                                            Not Hispanic or Latino
## 15667                                                            Not Hispanic or Latino
## 15680                                                            Not Hispanic or Latino
## 15699                                                            Not Hispanic or Latino
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                            Not Hispanic or Latino
## 15730                                                            Not Hispanic or Latino
## 15735 Information not provided by applicant in mail, Internet, or telephone application
## 15736                                                            Not Hispanic or Latino
## 15751 Information not provided by applicant in mail, Internet, or telephone application
## 15753 Information not provided by applicant in mail, Internet, or telephone application
## 15770                                                                    Not applicable
## 15774                                                            Not Hispanic or Latino
## 15775                                                            Not Hispanic or Latino
## 15781                                                            Not Hispanic or Latino
## 15784                                                            Not Hispanic or Latino
## 15804                                                            Not Hispanic or Latino
## 15805                                                            Not Hispanic or Latino
## 15809                                                            Not Hispanic or Latino
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                                Hispanic or Latino
## 15856                                                            Not Hispanic or Latino
## 15863                                                                Hispanic or Latino
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                            Not Hispanic or Latino
## 15871 Information not provided by applicant in mail, Internet, or telephone application
## 15877                                                            Not Hispanic or Latino
## 15883                                                            Not Hispanic or Latino
## 15910                                                            Not Hispanic or Latino
## 15915 Information not provided by applicant in mail, Internet, or telephone application
## 15983                                                            Not Hispanic or Latino
## 15988                                                            Not Hispanic or Latino
## 15991                                                            Not Hispanic or Latino
## 16000                                                            Not Hispanic or Latino
## 16024                                                            Not Hispanic or Latino
## 16033 Information not provided by applicant in mail, Internet, or telephone application
## 16039 Information not provided by applicant in mail, Internet, or telephone application
## 16045 Information not provided by applicant in mail, Internet, or telephone application
## 16048                                                            Not Hispanic or Latino
## 16057                                                            Not Hispanic or Latino
## 16060                                                            Not Hispanic or Latino
## 16066                                                            Not Hispanic or Latino
## 16081                                                            Not Hispanic or Latino
## 16090                                                            Not Hispanic or Latino
## 16100                                                                Hispanic or Latino
## 16101                                                            Not Hispanic or Latino
## 16129                                                            Not Hispanic or Latino
## 16137                                                            Not Hispanic or Latino
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                            Not Hispanic or Latino
## 16162                                                            Not Hispanic or Latino
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                            Not Hispanic or Latino
## 16176                                                            Not Hispanic or Latino
## 16180                                                            Not Hispanic or Latino
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201                                                            Not Hispanic or Latino
## 16203                                                            Not Hispanic or Latino
## 16209                                                            Not Hispanic or Latino
## 16222                                                            Not Hispanic or Latino
## 16228                                                            Not Hispanic or Latino
## 16243                                                            Not Hispanic or Latino
## 16248                                                            Not Hispanic or Latino
## 16256 Information not provided by applicant in mail, Internet, or telephone application
## 16261                                                            Not Hispanic or Latino
## 16267 Information not provided by applicant in mail, Internet, or telephone application
## 16273                                                            Not Hispanic or Latino
## 16281                                                            Not Hispanic or Latino
## 16285                                                            Not Hispanic or Latino
## 16287 Information not provided by applicant in mail, Internet, or telephone application
## 16293 Information not provided by applicant in mail, Internet, or telephone application
## 16294                                                            Not Hispanic or Latino
## 16309                                                            Not Hispanic or Latino
## 16312 Information not provided by applicant in mail, Internet, or telephone application
## 16321                                                            Not Hispanic or Latino
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                            Not Hispanic or Latino
## 16362                                                            Not Hispanic or Latino
## 16365 Information not provided by applicant in mail, Internet, or telephone application
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405 Information not provided by applicant in mail, Internet, or telephone application
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414 Information not provided by applicant in mail, Internet, or telephone application
## 16423 Information not provided by applicant in mail, Internet, or telephone application
## 16437                                                            Not Hispanic or Latino
## 16459                                                            Not Hispanic or Latino
## 16462                                                            Not Hispanic or Latino
## 16468                                                            Not Hispanic or Latino
## 16519 Information not provided by applicant in mail, Internet, or telephone application
## 16525 Information not provided by applicant in mail, Internet, or telephone application
## 16531 Information not provided by applicant in mail, Internet, or telephone application
## 16549                                                            Not Hispanic or Latino
## 16555 Information not provided by applicant in mail, Internet, or telephone application
## 16556                                                            Not Hispanic or Latino
## 16573                                                                    Not applicable
## 16576                                                            Not Hispanic or Latino
## 16582                                                            Not Hispanic or Latino
## 16597 Information not provided by applicant in mail, Internet, or telephone application
## 16601                                                            Not Hispanic or Latino
## 16611                                                            Not Hispanic or Latino
## 16624                                                            Not Hispanic or Latino
## 16631                                                            Not Hispanic or Latino
## 16635 Information not provided by applicant in mail, Internet, or telephone application
## 16643                                                            Not Hispanic or Latino
## 16648                                                            Not Hispanic or Latino
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684 Information not provided by applicant in mail, Internet, or telephone application
## 16695                                                            Not Hispanic or Latino
## 16702 Information not provided by applicant in mail, Internet, or telephone application
## 16705                                                            Not Hispanic or Latino
## 16710                                                            Not Hispanic or Latino
## 16711 Information not provided by applicant in mail, Internet, or telephone application
## 16715                                                            Not Hispanic or Latino
## 16720                                                            Not Hispanic or Latino
## 16722                                                            Not Hispanic or Latino
## 16732                                                            Not Hispanic or Latino
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                            Not Hispanic or Latino
## 16755                                                            Not Hispanic or Latino
## 16756                                                            Not Hispanic or Latino
## 16758                                                            Not Hispanic or Latino
## 16759                                                            Not Hispanic or Latino
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                            Not Hispanic or Latino
## 16791 Information not provided by applicant in mail, Internet, or telephone application
## 16800                                                            Not Hispanic or Latino
## 16810                                                            Not Hispanic or Latino
## 16827 Information not provided by applicant in mail, Internet, or telephone application
## 16843                                                            Not Hispanic or Latino
## 16847                                                            Not Hispanic or Latino
## 16861 Information not provided by applicant in mail, Internet, or telephone application
## 16869 Information not provided by applicant in mail, Internet, or telephone application
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                            Not Hispanic or Latino
## 16879                                                            Not Hispanic or Latino
## 16889 Information not provided by applicant in mail, Internet, or telephone application
## 16891 Information not provided by applicant in mail, Internet, or telephone application
## 16894                                                            Not Hispanic or Latino
## 16903 Information not provided by applicant in mail, Internet, or telephone application
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                            Not Hispanic or Latino
## 16933                                                            Not Hispanic or Latino
## 16951                                                                Hispanic or Latino
## 16955                                                            Not Hispanic or Latino
## 16989                                                            Not Hispanic or Latino
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                            Not Hispanic or Latino
## 17044                                                            Not Hispanic or Latino
## 17045                                                            Not Hispanic or Latino
## 17059                                                            Not Hispanic or Latino
## 17071 Information not provided by applicant in mail, Internet, or telephone application
## 17074                                                            Not Hispanic or Latino
## 17080 Information not provided by applicant in mail, Internet, or telephone application
## 17086 Information not provided by applicant in mail, Internet, or telephone application
## 17088                                                            Not Hispanic or Latino
## 17094                                                            Not Hispanic or Latino
## 17102                                                            Not Hispanic or Latino
## 17113 Information not provided by applicant in mail, Internet, or telephone application
## 17116                                                            Not Hispanic or Latino
## 17117 Information not provided by applicant in mail, Internet, or telephone application
## 17130                                                            Not Hispanic or Latino
## 17133 Information not provided by applicant in mail, Internet, or telephone application
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                            Not Hispanic or Latino
## 17149                                                            Not Hispanic or Latino
## 17151                                                            Not Hispanic or Latino
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                            Not Hispanic or Latino
## 17166                                                            Not Hispanic or Latino
## 17167                                                            Not Hispanic or Latino
## 17179 Information not provided by applicant in mail, Internet, or telephone application
## 17183                                                            Not Hispanic or Latino
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                            Not Hispanic or Latino
## 17197 Information not provided by applicant in mail, Internet, or telephone application
## 17206                                                            Not Hispanic or Latino
## 17212                                                            Not Hispanic or Latino
## 17215                                                            Not Hispanic or Latino
## 17221 Information not provided by applicant in mail, Internet, or telephone application
## 17233                                                            Not Hispanic or Latino
## 17238                                                            Not Hispanic or Latino
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                            Not Hispanic or Latino
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263 Information not provided by applicant in mail, Internet, or telephone application
## 17272                                                            Not Hispanic or Latino
## 17278                                                                Hispanic or Latino
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                            Not Hispanic or Latino
## 17317                                                            Not Hispanic or Latino
## 17320 Information not provided by applicant in mail, Internet, or telephone application
## 17322                                                            Not Hispanic or Latino
## 17335                                                            Not Hispanic or Latino
## 17368                                                            Not Hispanic or Latino
## 17388                                                            Not Hispanic or Latino
## 17392 Information not provided by applicant in mail, Internet, or telephone application
## 17424                                                            Not Hispanic or Latino
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                            Not Hispanic or Latino
## 17440                                                            Not Hispanic or Latino
## 17465                                                            Not Hispanic or Latino
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497 Information not provided by applicant in mail, Internet, or telephone application
## 17514                                                            Not Hispanic or Latino
## 17531                                                            Not Hispanic or Latino
## 17532                                                            Not Hispanic or Latino
## 17536                                                            Not Hispanic or Latino
## 17539                                                            Not Hispanic or Latino
## 17541                                                            Not Hispanic or Latino
## 17545                                                            Not Hispanic or Latino
## 17557                                                            Not Hispanic or Latino
## 17560                                                            Not Hispanic or Latino
## 17562                                                            Not Hispanic or Latino
## 17578                                                            Not Hispanic or Latino
## 17584                                                            Not Hispanic or Latino
## 17587 Information not provided by applicant in mail, Internet, or telephone application
## 17591                                                            Not Hispanic or Latino
## 17592                                                            Not Hispanic or Latino
## 17594 Information not provided by applicant in mail, Internet, or telephone application
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                            Not Hispanic or Latino
## 17630                                                            Not Hispanic or Latino
## 17635 Information not provided by applicant in mail, Internet, or telephone application
## 17643                                                            Not Hispanic or Latino
## 17644                                                            Not Hispanic or Latino
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647 Information not provided by applicant in mail, Internet, or telephone application
## 17650 Information not provided by applicant in mail, Internet, or telephone application
## 17656                                                            Not Hispanic or Latino
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665                                                            Not Hispanic or Latino
## 17674                                                            Not Hispanic or Latino
## 17675 Information not provided by applicant in mail, Internet, or telephone application
## 17683 Information not provided by applicant in mail, Internet, or telephone application
## 17689                                                            Not Hispanic or Latino
## 17698                                                            Not Hispanic or Latino
## 17701                                                            Not Hispanic or Latino
## 17707                                                            Not Hispanic or Latino
## 17713 Information not provided by applicant in mail, Internet, or telephone application
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                            Not Hispanic or Latino
## 17746                                                            Not Hispanic or Latino
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765 Information not provided by applicant in mail, Internet, or telephone application
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                            Not Hispanic or Latino
## 17800                                                            Not Hispanic or Latino
## 17804                                                            Not Hispanic or Latino
## 17807 Information not provided by applicant in mail, Internet, or telephone application
## 17819 Information not provided by applicant in mail, Internet, or telephone application
## 17830                                                            Not Hispanic or Latino
## 17833 Information not provided by applicant in mail, Internet, or telephone application
## 17836                                                            Not Hispanic or Latino
## 17837                                                            Not Hispanic or Latino
## 17849                                                            Not Hispanic or Latino
## 17851 Information not provided by applicant in mail, Internet, or telephone application
## 17855 Information not provided by applicant in mail, Internet, or telephone application
## 17859                                                            Not Hispanic or Latino
## 17863                                                            Not Hispanic or Latino
## 17869                                                            Not Hispanic or Latino
## 17872                                                            Not Hispanic or Latino
## 17877                                                            Not Hispanic or Latino
## 17890 Information not provided by applicant in mail, Internet, or telephone application
## 17893                                                            Not Hispanic or Latino
## 17911                                                            Not Hispanic or Latino
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                            Not Hispanic or Latino
## 17932                                                            Not Hispanic or Latino
## 17939                                                            Not Hispanic or Latino
## 17983 Information not provided by applicant in mail, Internet, or telephone application
## 17986                                                            Not Hispanic or Latino
## 18016                                                            Not Hispanic or Latino
## 18034 Information not provided by applicant in mail, Internet, or telephone application
## 18045 Information not provided by applicant in mail, Internet, or telephone application
## 18057 Information not provided by applicant in mail, Internet, or telephone application
## 18082                                                            Not Hispanic or Latino
## 18085 Information not provided by applicant in mail, Internet, or telephone application
## 18091 Information not provided by applicant in mail, Internet, or telephone application
## 18095                                                            Not Hispanic or Latino
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108                                                            Not Hispanic or Latino
## 18113                                                            Not Hispanic or Latino
## 18115                                                            Not Hispanic or Latino
## 18124                                                            Not Hispanic or Latino
## 18130 Information not provided by applicant in mail, Internet, or telephone application
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142 Information not provided by applicant in mail, Internet, or telephone application
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                            Not Hispanic or Latino
## 18165 Information not provided by applicant in mail, Internet, or telephone application
## 18175                                                            Not Hispanic or Latino
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178                                                            Not Hispanic or Latino
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                            Not Hispanic or Latino
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                            Not Hispanic or Latino
## 18208                                                            Not Hispanic or Latino
## 18209 Information not provided by applicant in mail, Internet, or telephone application
## 18211 Information not provided by applicant in mail, Internet, or telephone application
## 18227                                                            Not Hispanic or Latino
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265 Information not provided by applicant in mail, Internet, or telephone application
## 18271                                                            Not Hispanic or Latino
## 18277 Information not provided by applicant in mail, Internet, or telephone application
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                            Not Hispanic or Latino
## 18305                                                            Not Hispanic or Latino
## 18325                                                            Not Hispanic or Latino
## 18331 Information not provided by applicant in mail, Internet, or telephone application
## 18334                                                            Not Hispanic or Latino
## 18345                                                            Not Hispanic or Latino
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                            Not Hispanic or Latino
## 18371                                                            Not Hispanic or Latino
## 18373                                                            Not Hispanic or Latino
## 18379 Information not provided by applicant in mail, Internet, or telephone application
## 18381                                                            Not Hispanic or Latino
## 18385                                                            Not Hispanic or Latino
## 18389                                                            Not Hispanic or Latino
## 18412                                                            Not Hispanic or Latino
## 18442                                                            Not Hispanic or Latino
## 18447                                                            Not Hispanic or Latino
## 18470                                                            Not Hispanic or Latino
## 18478                                                            Not Hispanic or Latino
## 18495                                                            Not Hispanic or Latino
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                            Not Hispanic or Latino
## 18516 Information not provided by applicant in mail, Internet, or telephone application
## 18517                                                            Not Hispanic or Latino
## 18521                                                            Not Hispanic or Latino
## 18538                                                            Not Hispanic or Latino
## 18539 Information not provided by applicant in mail, Internet, or telephone application
## 18541 Information not provided by applicant in mail, Internet, or telephone application
## 18549                                                                Hispanic or Latino
## 18550                                                            Not Hispanic or Latino
## 18555                                                            Not Hispanic or Latino
## 18579                                                            Not Hispanic or Latino
## 18585                                                            Not Hispanic or Latino
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595                                                            Not Hispanic or Latino
## 18603                                                            Not Hispanic or Latino
## 18615 Information not provided by applicant in mail, Internet, or telephone application
## 18623                                                            Not Hispanic or Latino
## 18626                                                            Not Hispanic or Latino
## 18627                                                            Not Hispanic or Latino
## 18647                                                            Not Hispanic or Latino
## 18652                                                            Not Hispanic or Latino
## 18658 Information not provided by applicant in mail, Internet, or telephone application
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673 Information not provided by applicant in mail, Internet, or telephone application
## 18682 Information not provided by applicant in mail, Internet, or telephone application
## 18688                                                            Not Hispanic or Latino
## 18703                                                            Not Hispanic or Latino
## 18712 Information not provided by applicant in mail, Internet, or telephone application
## 18717                                                            Not Hispanic or Latino
## 18718                                                            Not Hispanic or Latino
## 18724                                                                Hispanic or Latino
## 18753 Information not provided by applicant in mail, Internet, or telephone application
## 18759                                                            Not Hispanic or Latino
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                            Not Hispanic or Latino
## 18787 Information not provided by applicant in mail, Internet, or telephone application
## 18793 Information not provided by applicant in mail, Internet, or telephone application
## 18795 Information not provided by applicant in mail, Internet, or telephone application
## 18811                                                            Not Hispanic or Latino
## 18820                                                            Not Hispanic or Latino
## 18838                                                            Not Hispanic or Latino
## 18844                                                            Not Hispanic or Latino
## 18850                                                            Not Hispanic or Latino
## 18865 Information not provided by applicant in mail, Internet, or telephone application
## 18878                                                                    Not applicable
## 18898                                                            Not Hispanic or Latino
## 18909                                                            Not Hispanic or Latino
## 18915                                                            Not Hispanic or Latino
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991 Information not provided by applicant in mail, Internet, or telephone application
## 18992                                                                Hispanic or Latino
## 18993 Information not provided by applicant in mail, Internet, or telephone application
## 18999 Information not provided by applicant in mail, Internet, or telephone application
## 19000                                                            Not Hispanic or Latino
## 19006                                                                    Not applicable
## 19024 Information not provided by applicant in mail, Internet, or telephone application
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037 Information not provided by applicant in mail, Internet, or telephone application
## 19053                                                            Not Hispanic or Latino
## 19060                                                            Not Hispanic or Latino
## 19061                                                            Not Hispanic or Latino
## 19069                                                            Not Hispanic or Latino
## 19073                                                            Not Hispanic or Latino
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091                                                            Not Hispanic or Latino
## 19096                                                            Not Hispanic or Latino
## 19105 Information not provided by applicant in mail, Internet, or telephone application
## 19120 Information not provided by applicant in mail, Internet, or telephone application
## 19123 Information not provided by applicant in mail, Internet, or telephone application
## 19129 Information not provided by applicant in mail, Internet, or telephone application
## 19141                                                            Not Hispanic or Latino
## 19142                                                            Not Hispanic or Latino
## 19168                                                            Not Hispanic or Latino
## 19177                                                            Not Hispanic or Latino
## 19198                                                            Not Hispanic or Latino
## 19204                                                            Not Hispanic or Latino
## 19219                                                            Not Hispanic or Latino
## 19225 Information not provided by applicant in mail, Internet, or telephone application
## 19228                                                            Not Hispanic or Latino
## 19249                                                            Not Hispanic or Latino
## 19263                                                                    Not applicable
## 19267 Information not provided by applicant in mail, Internet, or telephone application
## 19269                                                            Not Hispanic or Latino
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                            Not Hispanic or Latino
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                            Not Hispanic or Latino
## 19334                                                            Not Hispanic or Latino
## 19348                                                            Not Hispanic or Latino
## 19367                                                            Not Hispanic or Latino
## 19369                                                            Not Hispanic or Latino
## 19384                                                            Not Hispanic or Latino
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                            Not Hispanic or Latino
## 19405                                                            Not Hispanic or Latino
## 19411 Information not provided by applicant in mail, Internet, or telephone application
## 19414                                                            Not Hispanic or Latino
## 19423                                                            Not Hispanic or Latino
## 19437                                                            Not Hispanic or Latino
## 19438 Information not provided by applicant in mail, Internet, or telephone application
## 19441                                                            Not Hispanic or Latino
## 19447                                                            Not Hispanic or Latino
## 19451                                                            Not Hispanic or Latino
## 19454                                                            Not Hispanic or Latino
## 19486 Information not provided by applicant in mail, Internet, or telephone application
## 19489                                                            Not Hispanic or Latino
## 19516                                                            Not Hispanic or Latino
## 19519                                                            Not Hispanic or Latino
## 19546 Information not provided by applicant in mail, Internet, or telephone application
## 19587 Information not provided by applicant in mail, Internet, or telephone application
## 19602                                                                Hispanic or Latino
## 19603                                                            Not Hispanic or Latino
## 19611                                                            Not Hispanic or Latino
## 19629                                                            Not Hispanic or Latino
## 19655                                                            Not Hispanic or Latino
## 19657                                                            Not Hispanic or Latino
## 19675 Information not provided by applicant in mail, Internet, or telephone application
## 19682                                                            Not Hispanic or Latino
## 19691 Information not provided by applicant in mail, Internet, or telephone application
## 19701                                                            Not Hispanic or Latino
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                            Not Hispanic or Latino
## 19720                                                            Not Hispanic or Latino
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                            Not Hispanic or Latino
## 19735                                                            Not Hispanic or Latino
## 19753                                                            Not Hispanic or Latino
## 19754                                                            Not Hispanic or Latino
## 19756                                                            Not Hispanic or Latino
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762 Information not provided by applicant in mail, Internet, or telephone application
## 19763                                                                Hispanic or Latino
## 19765                                                            Not Hispanic or Latino
## 19786                                                            Not Hispanic or Latino
## 19789 Information not provided by applicant in mail, Internet, or telephone application
## 19801                                                            Not Hispanic or Latino
## 19807                                                            Not Hispanic or Latino
## 19811                                                            Not Hispanic or Latino
## 19816                                                            Not Hispanic or Latino
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819                                                            Not Hispanic or Latino
## 19823 Information not provided by applicant in mail, Internet, or telephone application
## 19835                                                            Not Hispanic or Latino
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855                                                            Not Hispanic or Latino
## 19859 Information not provided by applicant in mail, Internet, or telephone application
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                            Not Hispanic or Latino
## 19895                                                            Not Hispanic or Latino
## 19899 Information not provided by applicant in mail, Internet, or telephone application
## 19901 Information not provided by applicant in mail, Internet, or telephone application
## 19909 Information not provided by applicant in mail, Internet, or telephone application
## 19925                                                            Not Hispanic or Latino
## 19939                                                            Not Hispanic or Latino
## 19940                                                            Not Hispanic or Latino
## 19945 Information not provided by applicant in mail, Internet, or telephone application
## 19981 Information not provided by applicant in mail, Internet, or telephone application
## 19999                                                            Not Hispanic or Latino
## 20027 Information not provided by applicant in mail, Internet, or telephone application
## 20032 Information not provided by applicant in mail, Internet, or telephone application
## 20035                                                            Not Hispanic or Latino
## 20044 Information not provided by applicant in mail, Internet, or telephone application
## 20060                                                            Not Hispanic or Latino
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063 Information not provided by applicant in mail, Internet, or telephone application
## 20072                                                            Not Hispanic or Latino
## 20080                                                            Not Hispanic or Latino
## 20081 Information not provided by applicant in mail, Internet, or telephone application
## 20104                                                            Not Hispanic or Latino
## 20116                                                            Not Hispanic or Latino
## 20136                                                            Not Hispanic or Latino
## 20166                                                            Not Hispanic or Latino
## 20167 Information not provided by applicant in mail, Internet, or telephone application
## 20175                                                            Not Hispanic or Latino
## 20181                                                            Not Hispanic or Latino
## 20184                                                            Not Hispanic or Latino
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                            Not Hispanic or Latino
## 20198                                                            Not Hispanic or Latino
## 20203 Information not provided by applicant in mail, Internet, or telephone application
## 20206                                                            Not Hispanic or Latino
## 20218                                                            Not Hispanic or Latino
## 20227                                                            Not Hispanic or Latino
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                            Not Hispanic or Latino
## 20236                                                            Not Hispanic or Latino
## 20237 Information not provided by applicant in mail, Internet, or telephone application
## 20250                                                            Not Hispanic or Latino
## 20299                                                            Not Hispanic or Latino
## 20301                                                            Not Hispanic or Latino
## 20302 Information not provided by applicant in mail, Internet, or telephone application
## 20308                                                            Not Hispanic or Latino
## 20326                                                            Not Hispanic or Latino
## 20332                                                            Not Hispanic or Latino
## 20339                                                                Hispanic or Latino
## 20341                                                            Not Hispanic or Latino
## 20367 Information not provided by applicant in mail, Internet, or telephone application
## 20393                                                            Not Hispanic or Latino
## 20395                                                            Not Hispanic or Latino
## 20398                                                            Not Hispanic or Latino
## 20399                                                            Not Hispanic or Latino
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409                                                            Not Hispanic or Latino
## 20410                                                            Not Hispanic or Latino
## 20416                                                            Not Hispanic or Latino
## 20418                                                            Not Hispanic or Latino
## 20428                                                            Not Hispanic or Latino
## 20433                                                            Not Hispanic or Latino
## 20439 Information not provided by applicant in mail, Internet, or telephone application
## 20449                                                            Not Hispanic or Latino
## 20459 Information not provided by applicant in mail, Internet, or telephone application
## 20469                                                            Not Hispanic or Latino
## 20488                                                            Not Hispanic or Latino
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511 Information not provided by applicant in mail, Internet, or telephone application
## 20516 Information not provided by applicant in mail, Internet, or telephone application
## 20517 Information not provided by applicant in mail, Internet, or telephone application
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                            Not Hispanic or Latino
## 20524                                                            Not Hispanic or Latino
## 20545                                                            Not Hispanic or Latino
## 20560                                                            Not Hispanic or Latino
## 20561                                                            Not Hispanic or Latino
## 20579                                                            Not Hispanic or Latino
## 20592                                                            Not Hispanic or Latino
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                            Not Hispanic or Latino
## 20621 Information not provided by applicant in mail, Internet, or telephone application
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                            Not Hispanic or Latino
## 20653 Information not provided by applicant in mail, Internet, or telephone application
## 20685                                                            Not Hispanic or Latino
## 20686 Information not provided by applicant in mail, Internet, or telephone application
## 20701                                                            Not Hispanic or Latino
## 20703                                                            Not Hispanic or Latino
## 20716                                                            Not Hispanic or Latino
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                            Not Hispanic or Latino
## 20740                                                            Not Hispanic or Latino
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                            Not Hispanic or Latino
## 20795                                                            Not Hispanic or Latino
## 20812                                                            Not Hispanic or Latino
## 20815                                                            Not Hispanic or Latino
## 20824                                                            Not Hispanic or Latino
## 20836                                                            Not Hispanic or Latino
## 20841 Information not provided by applicant in mail, Internet, or telephone application
## 20845 Information not provided by applicant in mail, Internet, or telephone application
## 20849                                                            Not Hispanic or Latino
## 20853                                                            Not Hispanic or Latino
## 20872 Information not provided by applicant in mail, Internet, or telephone application
## 20886                                                            Not Hispanic or Latino
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                            Not Hispanic or Latino
## 20920                                                            Not Hispanic or Latino
## 20926                                                            Not Hispanic or Latino
## 20944 Information not provided by applicant in mail, Internet, or telephone application
## 20962                                                            Not Hispanic or Latino
## 20968                                                            Not Hispanic or Latino
## 20980                                                                    Not applicable
## 20992                                                            Not Hispanic or Latino
## 21003                                                            Not Hispanic or Latino
## 21013 Information not provided by applicant in mail, Internet, or telephone application
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                            Not Hispanic or Latino
## 21046 Information not provided by applicant in mail, Internet, or telephone application
## 21049                                                            Not Hispanic or Latino
## 21056                                                            Not Hispanic or Latino
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                            Not Hispanic or Latino
## 21115                                                            Not Hispanic or Latino
## 21117                                                            Not Hispanic or Latino
## 21127                                                            Not Hispanic or Latino
## 21141 Information not provided by applicant in mail, Internet, or telephone application
## 21148 Information not provided by applicant in mail, Internet, or telephone application
## 21153                                                            Not Hispanic or Latino
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                            Not Hispanic or Latino
## 21172                                                            Not Hispanic or Latino
## 21173                                                                Hispanic or Latino
## 21178                                                            Not Hispanic or Latino
## 21185                                                            Not Hispanic or Latino
## 21202                                                            Not Hispanic or Latino
## 21208                                                            Not Hispanic or Latino
## 21217 Information not provided by applicant in mail, Internet, or telephone application
## 21219                                                            Not Hispanic or Latino
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                            Not Hispanic or Latino
## 21255                                                            Not Hispanic or Latino
## 21256                                                            Not Hispanic or Latino
## 21261                                                            Not Hispanic or Latino
## 21269                                                            Not Hispanic or Latino
## 21271                                                            Not Hispanic or Latino
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                            Not Hispanic or Latino
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295                                                            Not Hispanic or Latino
## 21305                                                            Not Hispanic or Latino
## 21319                                                            Not Hispanic or Latino
## 21327                                                            Not Hispanic or Latino
## 21328                                                            Not Hispanic or Latino
## 21346                                                            Not Hispanic or Latino
## 21364                                                            Not Hispanic or Latino
## 21377 Information not provided by applicant in mail, Internet, or telephone application
## 21391                                                            Not Hispanic or Latino
## 21415                                                            Not Hispanic or Latino
## 21429                                                            Not Hispanic or Latino
## 21439                                                            Not Hispanic or Latino
## 21445                                                            Not Hispanic or Latino
## 21457 Information not provided by applicant in mail, Internet, or telephone application
## 21487                                                            Not Hispanic or Latino
## 21505 Information not provided by applicant in mail, Internet, or telephone application
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                            Not Hispanic or Latino
## 21532                                                            Not Hispanic or Latino
## 21533                                                            Not Hispanic or Latino
## 21538                                                            Not Hispanic or Latino
## 21545                                                            Not Hispanic or Latino
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563 Information not provided by applicant in mail, Internet, or telephone application
## 21571                                                            Not Hispanic or Latino
## 21574                                                            Not Hispanic or Latino
## 21575                                                            Not Hispanic or Latino
## 21587 Information not provided by applicant in mail, Internet, or telephone application
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                            Not Hispanic or Latino
## 21597 Information not provided by applicant in mail, Internet, or telephone application
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                            Not Hispanic or Latino
## 21622                                                            Not Hispanic or Latino
## 21635                                                            Not Hispanic or Latino
## 21638                                                                Hispanic or Latino
## 21643                                                            Not Hispanic or Latino
## 21664                                                            Not Hispanic or Latino
## 21679 Information not provided by applicant in mail, Internet, or telephone application
## 21712                                                            Not Hispanic or Latino
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718                                                            Not Hispanic or Latino
## 21721                                                            Not Hispanic or Latino
## 21723                                                            Not Hispanic or Latino
## 21725                                                            Not Hispanic or Latino
## 21727 Information not provided by applicant in mail, Internet, or telephone application
## 21733                                                            Not Hispanic or Latino
## 21736 Information not provided by applicant in mail, Internet, or telephone application
## 21739 Information not provided by applicant in mail, Internet, or telephone application
## 21743                                                            Not Hispanic or Latino
## 21745                                                            Not Hispanic or Latino
## 21751                                                            Not Hispanic or Latino
## 21760 Information not provided by applicant in mail, Internet, or telephone application
## 21778                                                            Not Hispanic or Latino
## 21787 Information not provided by applicant in mail, Internet, or telephone application
## 21797 Information not provided by applicant in mail, Internet, or telephone application
## 21808                                                            Not Hispanic or Latino
## 21822                                                            Not Hispanic or Latino
## 21839                                                            Not Hispanic or Latino
## 21856                                                            Not Hispanic or Latino
## 21871                                                            Not Hispanic or Latino
## 21877                                                            Not Hispanic or Latino
## 21881                                                            Not Hispanic or Latino
## 21886                                                            Not Hispanic or Latino
## 21903                                                            Not Hispanic or Latino
## 21905                                                            Not Hispanic or Latino
## 21909 Information not provided by applicant in mail, Internet, or telephone application
## 21921 Information not provided by applicant in mail, Internet, or telephone application
## 21931                                                            Not Hispanic or Latino
## 21940                                                            Not Hispanic or Latino
## 21969                                                            Not Hispanic or Latino
## 21975 Information not provided by applicant in mail, Internet, or telephone application
## 21995                                                            Not Hispanic or Latino
## 21996                                                            Not Hispanic or Latino
## 22054                                                            Not Hispanic or Latino
## 22066 Information not provided by applicant in mail, Internet, or telephone application
## 22095                                                            Not Hispanic or Latino
## 22102                                                            Not Hispanic or Latino
## 22105                                                            Not Hispanic or Latino
## 22108                                                            Not Hispanic or Latino
## 22153                                                            Not Hispanic or Latino
## 22204                                                            Not Hispanic or Latino
## 22215                                                            Not Hispanic or Latino
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271                                                            Not Hispanic or Latino
## 22291                                                            Not Hispanic or Latino
## 22294                                                            Not Hispanic or Latino
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                            Not Hispanic or Latino
## 22333                                                            Not Hispanic or Latino
## 22336                                                            Not Hispanic or Latino
## 22339                                                            Not Hispanic or Latino
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347 Information not provided by applicant in mail, Internet, or telephone application
## 22348 Information not provided by applicant in mail, Internet, or telephone application
## 22355 Information not provided by applicant in mail, Internet, or telephone application
## 22361 Information not provided by applicant in mail, Internet, or telephone application
## 22373                                                            Not Hispanic or Latino
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                            Not Hispanic or Latino
## 22411                                                            Not Hispanic or Latino
## 22413 Information not provided by applicant in mail, Internet, or telephone application
## 22414                                                            Not Hispanic or Latino
## 22427                                                            Not Hispanic or Latino
## 22433 Information not provided by applicant in mail, Internet, or telephone application
## 22435 Information not provided by applicant in mail, Internet, or telephone application
## 22453                                                            Not Hispanic or Latino
## 22455                                                                Hispanic or Latino
## 22463 Information not provided by applicant in mail, Internet, or telephone application
## 22468                                                            Not Hispanic or Latino
## 22475                                                            Not Hispanic or Latino
## 22492                                                            Not Hispanic or Latino
## 22497                                                            Not Hispanic or Latino
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                            Not Hispanic or Latino
## 22517 Information not provided by applicant in mail, Internet, or telephone application
## 22522 Information not provided by applicant in mail, Internet, or telephone application
## 22526                                                            Not Hispanic or Latino
## 22528 Information not provided by applicant in mail, Internet, or telephone application
## 22535                                                            Not Hispanic or Latino
## 22537                                                                Hispanic or Latino
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                            Not Hispanic or Latino
## 22552                                                            Not Hispanic or Latino
## 22558                                                            Not Hispanic or Latino
## 22567 Information not provided by applicant in mail, Internet, or telephone application
## 22576                                                            Not Hispanic or Latino
## 22579 Information not provided by applicant in mail, Internet, or telephone application
## 22583 Information not provided by applicant in mail, Internet, or telephone application
## 22589 Information not provided by applicant in mail, Internet, or telephone application
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                            Not Hispanic or Latino
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                            Not Hispanic or Latino
## 22624 Information not provided by applicant in mail, Internet, or telephone application
## 22636 Information not provided by applicant in mail, Internet, or telephone application
## 22637                                                            Not Hispanic or Latino
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                            Not Hispanic or Latino
## 22665 Information not provided by applicant in mail, Internet, or telephone application
## 22666                                                            Not Hispanic or Latino
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                            Not Hispanic or Latino
## 22681 Information not provided by applicant in mail, Internet, or telephone application
## 22684                                                            Not Hispanic or Latino
## 22685                                                            Not Hispanic or Latino
## 22695                                                            Not Hispanic or Latino
## 22696                                                            Not Hispanic or Latino
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                            Not Hispanic or Latino
## 22715                                                            Not Hispanic or Latino
## 22717 Information not provided by applicant in mail, Internet, or telephone application
## 22723 Information not provided by applicant in mail, Internet, or telephone application
## 22735                                                            Not Hispanic or Latino
## 22738 Information not provided by applicant in mail, Internet, or telephone application
## 22741                                                            Not Hispanic or Latino
## 22744                                                                Hispanic or Latino
## 22745 Information not provided by applicant in mail, Internet, or telephone application
## 22756                                                            Not Hispanic or Latino
## 22762                                                                    Not applicable
## 22763                                                            Not Hispanic or Latino
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                            Not Hispanic or Latino
## 22792                                                            Not Hispanic or Latino
## 22803 Information not provided by applicant in mail, Internet, or telephone application
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                            Not Hispanic or Latino
## 22815                                                            Not Hispanic or Latino
## 22823                                                            Not Hispanic or Latino
## 22834                                                            Not Hispanic or Latino
## 22846                                                            Not Hispanic or Latino
## 22852                                                            Not Hispanic or Latino
## 22855                                                            Not Hispanic or Latino
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                            Not Hispanic or Latino
## 22981                                                            Not Hispanic or Latino
## 22996                                                            Not Hispanic or Latino
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                            Not Hispanic or Latino
## 23029                                                            Not Hispanic or Latino
## 23038 Information not provided by applicant in mail, Internet, or telephone application
## 23039                                                            Not Hispanic or Latino
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066 Information not provided by applicant in mail, Internet, or telephone application
## 23071                                                                    Not applicable
## 23078 Information not provided by applicant in mail, Internet, or telephone application
## 23079 Information not provided by applicant in mail, Internet, or telephone application
## 23089                                                            Not Hispanic or Latino
## 23095 Information not provided by applicant in mail, Internet, or telephone application
## 23104                                                            Not Hispanic or Latino
## 23107                                                            Not Hispanic or Latino
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                            Not Hispanic or Latino
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                            Not Hispanic or Latino
## 23151                                                            Not Hispanic or Latino
## 23155                                                            Not Hispanic or Latino
## 23157 Information not provided by applicant in mail, Internet, or telephone application
## 23158                                                            Not Hispanic or Latino
## 23167 Information not provided by applicant in mail, Internet, or telephone application
## 23173                                                            Not Hispanic or Latino
## 23182                                                                Hispanic or Latino
## 23224 Information not provided by applicant in mail, Internet, or telephone application
## 23230 Information not provided by applicant in mail, Internet, or telephone application
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                            Not Hispanic or Latino
## 23257 Information not provided by applicant in mail, Internet, or telephone application
## 23265                                                            Not Hispanic or Latino
## 23299                                                            Not Hispanic or Latino
## 23302                                                            Not Hispanic or Latino
## 23321 Information not provided by applicant in mail, Internet, or telephone application
## 23325                                                            Not Hispanic or Latino
## 23329                                                            Not Hispanic or Latino
## 23337                                                            Not Hispanic or Latino
## 23356                                                            Not Hispanic or Latino
## 23369 Information not provided by applicant in mail, Internet, or telephone application
## 23387 Information not provided by applicant in mail, Internet, or telephone application
## 23407                                                            Not Hispanic or Latino
## 23416                                                            Not Hispanic or Latino
## 23423 Information not provided by applicant in mail, Internet, or telephone application
## 23432 Information not provided by applicant in mail, Internet, or telephone application
## 23435                                                            Not Hispanic or Latino
## 23446                                                            Not Hispanic or Latino
## 23449                                                            Not Hispanic or Latino
## 23452                                                            Not Hispanic or Latino
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479 Information not provided by applicant in mail, Internet, or telephone application
## 23480                                                            Not Hispanic or Latino
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485                                                            Not Hispanic or Latino
## 23507 Information not provided by applicant in mail, Internet, or telephone application
## 23522                                                            Not Hispanic or Latino
## 23539 Information not provided by applicant in mail, Internet, or telephone application
## 23545                                                            Not Hispanic or Latino
## 23547 Information not provided by applicant in mail, Internet, or telephone application
## 23563                                                            Not Hispanic or Latino
## 23566                                                            Not Hispanic or Latino
## 23573                                                            Not Hispanic or Latino
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                            Not Hispanic or Latino
## 23593                                                            Not Hispanic or Latino
## 23596                                                            Not Hispanic or Latino
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606                                                            Not Hispanic or Latino
## 23607                                                            Not Hispanic or Latino
## 23608                                                            Not Hispanic or Latino
## 23619                                                            Not Hispanic or Latino
## 23629 Information not provided by applicant in mail, Internet, or telephone application
## 23631                                                            Not Hispanic or Latino
## 23648                                                            Not Hispanic or Latino
## 23656                                                            Not Hispanic or Latino
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                            Not Hispanic or Latino
## 23671                                                            Not Hispanic or Latino
## 23677                                                            Not Hispanic or Latino
## 23683                                                            Not Hispanic or Latino
## 23689 Information not provided by applicant in mail, Internet, or telephone application
## 23707                                                            Not Hispanic or Latino
## 23714                                                            Not Hispanic or Latino
## 23741 Information not provided by applicant in mail, Internet, or telephone application
## 23755                                                            Not Hispanic or Latino
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                            Not Hispanic or Latino
## 23788                                                            Not Hispanic or Latino
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                            Not Hispanic or Latino
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824                                                            Not Hispanic or Latino
## 23836                                                            Not Hispanic or Latino
## 23848                                                            Not Hispanic or Latino
## 23853                                                            Not Hispanic or Latino
## 23871 Information not provided by applicant in mail, Internet, or telephone application
## 23883                                                            Not Hispanic or Latino
## 23890                                                            Not Hispanic or Latino
## 23909 Information not provided by applicant in mail, Internet, or telephone application
## 23914                                                            Not Hispanic or Latino
## 23918                                                            Not Hispanic or Latino
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                            Not Hispanic or Latino
## 23930                                                            Not Hispanic or Latino
## 23931                                                            Not Hispanic or Latino
## 23943 Information not provided by applicant in mail, Internet, or telephone application
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                            Not Hispanic or Latino
## 23979                                                                Hispanic or Latino
## 23984                                                            Not Hispanic or Latino
## 23987 Information not provided by applicant in mail, Internet, or telephone application
## 24004                                                            Not Hispanic or Latino
## 24014                                                            Not Hispanic or Latino
## 24023                                                            Not Hispanic or Latino
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040 Information not provided by applicant in mail, Internet, or telephone application
## 24046                                                            Not Hispanic or Latino
## 24050                                                            Not Hispanic or Latino
## 24051                                                            Not Hispanic or Latino
## 24081                                                            Not Hispanic or Latino
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                            Not Hispanic or Latino
## 24107                                                            Not Hispanic or Latino
## 24122                                                            Not Hispanic or Latino
## 24128 Information not provided by applicant in mail, Internet, or telephone application
## 24140 Information not provided by applicant in mail, Internet, or telephone application
## 24145                                                            Not Hispanic or Latino
## 24147                                                            Not Hispanic or Latino
## 24164                                                            Not Hispanic or Latino
## 24165                                                            Not Hispanic or Latino
## 24172                                                            Not Hispanic or Latino
## 24182                                                            Not Hispanic or Latino
## 24185                                                            Not Hispanic or Latino
## 24210                                                            Not Hispanic or Latino
## 24213 Information not provided by applicant in mail, Internet, or telephone application
## 24217 Information not provided by applicant in mail, Internet, or telephone application
## 24223                                                            Not Hispanic or Latino
## 24225                                                            Not Hispanic or Latino
## 24232                                                            Not Hispanic or Latino
## 24233                                                            Not Hispanic or Latino
## 24236                                                            Not Hispanic or Latino
## 24245                                                            Not Hispanic or Latino
## 24248                                                            Not Hispanic or Latino
## 24254                                                            Not Hispanic or Latino
## 24272 Information not provided by applicant in mail, Internet, or telephone application
## 24280                                                            Not Hispanic or Latino
## 24284 Information not provided by applicant in mail, Internet, or telephone application
## 24290                                                            Not Hispanic or Latino
## 24292                                                            Not Hispanic or Latino
## 24310                                                            Not Hispanic or Latino
## 24311                                                            Not Hispanic or Latino
## 24313 Information not provided by applicant in mail, Internet, or telephone application
## 24314                                                            Not Hispanic or Latino
## 24325 Information not provided by applicant in mail, Internet, or telephone application
## 24334 Information not provided by applicant in mail, Internet, or telephone application
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350 Information not provided by applicant in mail, Internet, or telephone application
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                            Not Hispanic or Latino
## 24371                                                            Not Hispanic or Latino
## 24377                                                            Not Hispanic or Latino
## 24389                                                            Not Hispanic or Latino
## 24395 Information not provided by applicant in mail, Internet, or telephone application
## 24410 Information not provided by applicant in mail, Internet, or telephone application
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425                                                            Not Hispanic or Latino
## 24449                                                            Not Hispanic or Latino
## 24454 Information not provided by applicant in mail, Internet, or telephone application
## 24464                                                            Not Hispanic or Latino
## 24466                                                            Not Hispanic or Latino
## 24472                                                            Not Hispanic or Latino
## 24473 Information not provided by applicant in mail, Internet, or telephone application
## 24488                                                            Not Hispanic or Latino
## 24490                                                            Not Hispanic or Latino
## 24506                                                            Not Hispanic or Latino
## 24524                                                            Not Hispanic or Latino
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554                                                            Not Hispanic or Latino
## 24566                                                            Not Hispanic or Latino
## 24572 Information not provided by applicant in mail, Internet, or telephone application
## 24578                                                            Not Hispanic or Latino
## 24584                                                            Not Hispanic or Latino
## 24590                                                            Not Hispanic or Latino
## 24596 Information not provided by applicant in mail, Internet, or telephone application
## 24602                                                            Not Hispanic or Latino
## 24608                                                            Not Hispanic or Latino
## 24610                                                            Not Hispanic or Latino
## 24614                                                            Not Hispanic or Latino
## 24658                                                            Not Hispanic or Latino
## 24670                                                            Not Hispanic or Latino
## 24675                                                            Not Hispanic or Latino
## 24682                                                            Not Hispanic or Latino
## 24700                                                            Not Hispanic or Latino
## 24722 Information not provided by applicant in mail, Internet, or telephone application
## 24723                                                            Not Hispanic or Latino
## 24724                                                            Not Hispanic or Latino
## 24740 Information not provided by applicant in mail, Internet, or telephone application
## 24748                                                            Not Hispanic or Latino
## 24785                                                            Not Hispanic or Latino
## 24788                                                            Not Hispanic or Latino
## 24795 Information not provided by applicant in mail, Internet, or telephone application
## 24796                                                            Not Hispanic or Latino
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835 Information not provided by applicant in mail, Internet, or telephone application
## 24837                                                            Not Hispanic or Latino
## 24843 Information not provided by applicant in mail, Internet, or telephone application
## 24854 Information not provided by applicant in mail, Internet, or telephone application
## 24860 Information not provided by applicant in mail, Internet, or telephone application
## 24865                                                            Not Hispanic or Latino
## 24886                                                            Not Hispanic or Latino
## 24892                                                            Not Hispanic or Latino
## 24927 Information not provided by applicant in mail, Internet, or telephone application
## 24928                                                            Not Hispanic or Latino
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                            Not Hispanic or Latino
## 24950 Information not provided by applicant in mail, Internet, or telephone application
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956 Information not provided by applicant in mail, Internet, or telephone application
## 24965                                                            Not Hispanic or Latino
## 24975                                                            Not Hispanic or Latino
## 24976                                                            Not Hispanic or Latino
## 24982                                                            Not Hispanic or Latino
## 24999                                                            Not Hispanic or Latino
## 25011 Information not provided by applicant in mail, Internet, or telephone application
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046                                                            Not Hispanic or Latino
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                            Not Hispanic or Latino
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172 Information not provided by applicant in mail, Internet, or telephone application
## 25173 Information not provided by applicant in mail, Internet, or telephone application
## 25185 Information not provided by applicant in mail, Internet, or telephone application
## 25196                                                            Not Hispanic or Latino
## 25210                                                            Not Hispanic or Latino
## 25222                                                            Not Hispanic or Latino
## 25240 Information not provided by applicant in mail, Internet, or telephone application
## 25294                                                            Not Hispanic or Latino
## 25304                                                            Not Hispanic or Latino
## 25305                                                            Not Hispanic or Latino
## 25318                                                            Not Hispanic or Latino
## 25336                                                            Not Hispanic or Latino
## 25365                                                            Not Hispanic or Latino
## 25400 Information not provided by applicant in mail, Internet, or telephone application
## 25406                                                            Not Hispanic or Latino
## 25426                                                            Not Hispanic or Latino
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                            Not Hispanic or Latino
## 25461                                                            Not Hispanic or Latino
## 25491                                                            Not Hispanic or Latino
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                            Not Hispanic or Latino
## 25540                                                            Not Hispanic or Latino
## 25577                                                            Not Hispanic or Latino
## 25588                                                            Not Hispanic or Latino
## 25612 Information not provided by applicant in mail, Internet, or telephone application
## 25654                                                            Not Hispanic or Latino
## 25660 Information not provided by applicant in mail, Internet, or telephone application
## 25675                                                            Not Hispanic or Latino
## 25681 Information not provided by applicant in mail, Internet, or telephone application
## 25696                                                            Not Hispanic or Latino
## 25702                                                            Not Hispanic or Latino
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                            Not Hispanic or Latino
## 25774 Information not provided by applicant in mail, Internet, or telephone application
## 25796                                                            Not Hispanic or Latino
## 25803                                                            Not Hispanic or Latino
## 25810                                                            Not Hispanic or Latino
## 25885 Information not provided by applicant in mail, Internet, or telephone application
## 25894 Information not provided by applicant in mail, Internet, or telephone application
## 25906                                                            Not Hispanic or Latino
## 25912                                                            Not Hispanic or Latino
## 25931                                                            Not Hispanic or Latino
## 25937                                                            Not Hispanic or Latino
## 25939                                                            Not Hispanic or Latino
## 25945                                                            Not Hispanic or Latino
## 25948                                                            Not Hispanic or Latino
## 25957 Information not provided by applicant in mail, Internet, or telephone application
## 25971                                                            Not Hispanic or Latino
## 26038                                                            Not Hispanic or Latino
## 26067                                                            Not Hispanic or Latino
## 26068 Information not provided by applicant in mail, Internet, or telephone application
## 26077                                                            Not Hispanic or Latino
## 26080                                                            Not Hispanic or Latino
## 26126                                                            Not Hispanic or Latino
## 26131 Information not provided by applicant in mail, Internet, or telephone application
## 26143                                                                    Not applicable
## 26155                                                            Not Hispanic or Latino
## 26184                                                                Hispanic or Latino
## 26188                                                            Not Hispanic or Latino
## 26194                                                            Not Hispanic or Latino
## 26296                                                            Not Hispanic or Latino
## 26314                                                            Not Hispanic or Latino
## 26321                                                            Not Hispanic or Latino
## 26327                                                                    Not applicable
## 26365                                                            Not Hispanic or Latino
## 26371                                                            Not Hispanic or Latino
## 26385                                                            Not Hispanic or Latino
## 26393                                                            Not Hispanic or Latino
## 26398                                                            Not Hispanic or Latino
## 26401                                                            Not Hispanic or Latino
## 26431 Information not provided by applicant in mail, Internet, or telephone application
## 26432                                                            Not Hispanic or Latino
## 26443                                                            Not Hispanic or Latino
## 26455                                                            Not Hispanic or Latino
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                            Not Hispanic or Latino
## 26485 Information not provided by applicant in mail, Internet, or telephone application
## 26488                                                            Not Hispanic or Latino
## 26506                                                            Not Hispanic or Latino
## 26521                                                            Not Hispanic or Latino
## 26527                                                            Not Hispanic or Latino
## 26530                                                            Not Hispanic or Latino
## 26542                                                                Hispanic or Latino
## 26557                                                            Not Hispanic or Latino
## 26563                                                                    Not applicable
## 26572 Information not provided by applicant in mail, Internet, or telephone application
## 26575                                                            Not Hispanic or Latino
## 26596 Information not provided by applicant in mail, Internet, or telephone application
## 26601                                                            Not Hispanic or Latino
## 26608                                                            Not Hispanic or Latino
## 26609                                                            Not Hispanic or Latino
## 26620                                                            Not Hispanic or Latino
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                            Not Hispanic or Latino
## 26651                                                            Not Hispanic or Latino
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708 Information not provided by applicant in mail, Internet, or telephone application
## 26725                                                            Not Hispanic or Latino
## 26737                                                            Not Hispanic or Latino
## 26770                                                            Not Hispanic or Latino
## 26776 Information not provided by applicant in mail, Internet, or telephone application
## 26782                                                            Not Hispanic or Latino
## 26794 Information not provided by applicant in mail, Internet, or telephone application
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                            Not Hispanic or Latino
## 26851                                                            Not Hispanic or Latino
## 26869                                                            Not Hispanic or Latino
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                            Not Hispanic or Latino
## 26956                                                            Not Hispanic or Latino
## 26983 Information not provided by applicant in mail, Internet, or telephone application
## 27000                                                            Not Hispanic or Latino
## 27055 Information not provided by applicant in mail, Internet, or telephone application
## 27075 Information not provided by applicant in mail, Internet, or telephone application
## 27077                                                            Not Hispanic or Latino
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                            Not Hispanic or Latino
## 27111                                                            Not Hispanic or Latino
## 27136 Information not provided by applicant in mail, Internet, or telephone application
## 27163 Information not provided by applicant in mail, Internet, or telephone application
## 27184                                                            Not Hispanic or Latino
## 27190                                                            Not Hispanic or Latino
## 27191                                                            Not Hispanic or Latino
## 27196                                                            Not Hispanic or Latino
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                            Not Hispanic or Latino
## 27227                                                            Not Hispanic or Latino
## 27245                                                            Not Hispanic or Latino
## 27249                                                            Not Hispanic or Latino
## 27265 Information not provided by applicant in mail, Internet, or telephone application
## 27293                                                            Not Hispanic or Latino
## 27301 Information not provided by applicant in mail, Internet, or telephone application
## 27304                                                            Not Hispanic or Latino
## 27309                                                            Not Hispanic or Latino
## 27316                                                            Not Hispanic or Latino
## 27322                                                            Not Hispanic or Latino
## 27328 Information not provided by applicant in mail, Internet, or telephone application
## 27334                                                            Not Hispanic or Latino
## 27338 Information not provided by applicant in mail, Internet, or telephone application
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                            Not Hispanic or Latino
## 27439 Information not provided by applicant in mail, Internet, or telephone application
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                            Not Hispanic or Latino
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508 Information not provided by applicant in mail, Internet, or telephone application
## 27511                                                            Not Hispanic or Latino
## 27520                                                            Not Hispanic or Latino
## 27528                                                            Not Hispanic or Latino
## 27592                                                                Hispanic or Latino
## 27602                                                            Not Hispanic or Latino
## 27623                                                            Not Hispanic or Latino
## 27625                                                            Not Hispanic or Latino
## 27637                                                                Hispanic or Latino
## 27640                                                            Not Hispanic or Latino
## 27643 Information not provided by applicant in mail, Internet, or telephone application
## 27652                                                                    Not applicable
## 27745                                                            Not Hispanic or Latino
## 27778 Information not provided by applicant in mail, Internet, or telephone application
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                            Not Hispanic or Latino
## 27811 Information not provided by applicant in mail, Internet, or telephone application
## 27814                                                            Not Hispanic or Latino
## 27826                                                            Not Hispanic or Latino
## 27856                                                                    Not applicable
## 27861                                                            Not Hispanic or Latino
## 27874                                                            Not Hispanic or Latino
## 27875                                                            Not Hispanic or Latino
## 27880                                                            Not Hispanic or Latino
## 27886                                                            Not Hispanic or Latino
## 27922                                                            Not Hispanic or Latino
## 27934                                                            Not Hispanic or Latino
## 27944                                                            Not Hispanic or Latino
## 27946                                                            Not Hispanic or Latino
## 27952                                                            Not Hispanic or Latino
## 27956                                                            Not Hispanic or Latino
## 27968 Information not provided by applicant in mail, Internet, or telephone application
## 27981                                                            Not Hispanic or Latino
## 27991 Information not provided by applicant in mail, Internet, or telephone application
## 27992 Information not provided by applicant in mail, Internet, or telephone application
## 27998 Information not provided by applicant in mail, Internet, or telephone application
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                            Not Hispanic or Latino
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                Hispanic or Latino
## 28034 Information not provided by applicant in mail, Internet, or telephone application
## 28040 Information not provided by applicant in mail, Internet, or telephone application
## 28044                                                            Not Hispanic or Latino
## 28052 Information not provided by applicant in mail, Internet, or telephone application
## 28084                                                            Not Hispanic or Latino
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                            Not Hispanic or Latino
## 28108 Information not provided by applicant in mail, Internet, or telephone application
## 28129 Information not provided by applicant in mail, Internet, or telephone application
## 28132                                                            Not Hispanic or Latino
## 28136                                                            Not Hispanic or Latino
## 28147                                                            Not Hispanic or Latino
## 28156                                                            Not Hispanic or Latino
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196 Information not provided by applicant in mail, Internet, or telephone application
## 28198                                                            Not Hispanic or Latino
## 28201                                                            Not Hispanic or Latino
## 28223                                                            Not Hispanic or Latino
## 28225                                                                Hispanic or Latino
## 28276                                                                    Not applicable
## 28315                                                            Not Hispanic or Latino
## 28330                                                            Not Hispanic or Latino
## 28334                                                            Not Hispanic or Latino
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                            Not Hispanic or Latino
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                            Not Hispanic or Latino
## 28396                                                            Not Hispanic or Latino
## 28432                                                            Not Hispanic or Latino
## 28444                                                            Not Hispanic or Latino
## 28454 Information not provided by applicant in mail, Internet, or telephone application
## 28462                                                            Not Hispanic or Latino
## 28486                                                            Not Hispanic or Latino
## 28487                                                            Not Hispanic or Latino
## 28504                                                            Not Hispanic or Latino
## 28517                                                            Not Hispanic or Latino
## 28522                                                            Not Hispanic or Latino
## 28523                                                                    Not applicable
## 28529                                                            Not Hispanic or Latino
## 28544 Information not provided by applicant in mail, Internet, or telephone application
## 28547                                                            Not Hispanic or Latino
## 28552 Information not provided by applicant in mail, Internet, or telephone application
## 28553                                                            Not Hispanic or Latino
## 28556 Information not provided by applicant in mail, Internet, or telephone application
## 28558                                                            Not Hispanic or Latino
## 28574 Information not provided by applicant in mail, Internet, or telephone application
## 28582                                                            Not Hispanic or Latino
## 28587                                                            Not Hispanic or Latino
## 28588                                                            Not Hispanic or Latino
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                                Hispanic or Latino
## 28604                                                            Not Hispanic or Latino
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                            Not Hispanic or Latino
## 28627 Information not provided by applicant in mail, Internet, or telephone application
## 28657 Information not provided by applicant in mail, Internet, or telephone application
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677 Information not provided by applicant in mail, Internet, or telephone application
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                            Not Hispanic or Latino
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730 Information not provided by applicant in mail, Internet, or telephone application
## 28737                                                            Not Hispanic or Latino
## 28748                                                            Not Hispanic or Latino
## 28822 Information not provided by applicant in mail, Internet, or telephone application
## 28833                                                            Not Hispanic or Latino
## 28838                                                            Not Hispanic or Latino
## 28843 Information not provided by applicant in mail, Internet, or telephone application
## 28868 Information not provided by applicant in mail, Internet, or telephone application
## 28885                                                            Not Hispanic or Latino
## 28889                                                            Not Hispanic or Latino
## 28918 Information not provided by applicant in mail, Internet, or telephone application
## 28936 Information not provided by applicant in mail, Internet, or telephone application
## 28938                                                            Not Hispanic or Latino
## 28954                                                            Not Hispanic or Latino
## 28989                                                            Not Hispanic or Latino
## 29013                                                            Not Hispanic or Latino
## 29021                                                            Not Hispanic or Latino
## 29032 Information not provided by applicant in mail, Internet, or telephone application
## 29050 Information not provided by applicant in mail, Internet, or telephone application
## 29069                                                            Not Hispanic or Latino
## 29099                                                            Not Hispanic or Latino
## 29109                                                            Not Hispanic or Latino
## 29116                                                            Not Hispanic or Latino
## 29122                                                            Not Hispanic or Latino
## 29127 Information not provided by applicant in mail, Internet, or telephone application
## 29128                                                            Not Hispanic or Latino
## 29134 Information not provided by applicant in mail, Internet, or telephone application
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146 Information not provided by applicant in mail, Internet, or telephone application
## 29170                                                            Not Hispanic or Latino
## 29181                                                            Not Hispanic or Latino
## 29188 Information not provided by applicant in mail, Internet, or telephone application
## 29200                                                            Not Hispanic or Latino
## 29212                                                            Not Hispanic or Latino
## 29216                                                            Not Hispanic or Latino
## 29242                                                            Not Hispanic or Latino
## 29269                                                            Not Hispanic or Latino
## 29272                                                            Not Hispanic or Latino
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                            Not Hispanic or Latino
## 29303                                                            Not Hispanic or Latino
## 29311                                                            Not Hispanic or Latino
## 29331                                                            Not Hispanic or Latino
## 29381                                                            Not Hispanic or Latino
## 29415                                                            Not Hispanic or Latino
## 29460                                                            Not Hispanic or Latino
## 29483                                                            Not Hispanic or Latino
## 29503 Information not provided by applicant in mail, Internet, or telephone application
## 29514                                                            Not Hispanic or Latino
## 29515                                                            Not Hispanic or Latino
## 29523                                                                Hispanic or Latino
## 29526                                                            Not Hispanic or Latino
## 29533                                                            Not Hispanic or Latino
## 29555                                                            Not Hispanic or Latino
## 29575                                                            Not Hispanic or Latino
## 29592                                                                Hispanic or Latino
## 29604                                                            Not Hispanic or Latino
## 29622                                                            Not Hispanic or Latino
## 29674                                                            Not Hispanic or Latino
## 29678                                                            Not Hispanic or Latino
## 29683                                                                Hispanic or Latino
## 29689 Information not provided by applicant in mail, Internet, or telephone application
## 29700                                                            Not Hispanic or Latino
## 29706                                                            Not Hispanic or Latino
## 29713                                                            Not Hispanic or Latino
## 29715 Information not provided by applicant in mail, Internet, or telephone application
## 29730                                                            Not Hispanic or Latino
## 29736                                                            Not Hispanic or Latino
## 29745                                                            Not Hispanic or Latino
## 29754                                                            Not Hispanic or Latino
## 29760                                                            Not Hispanic or Latino
## 29761                                                            Not Hispanic or Latino
## 29779 Information not provided by applicant in mail, Internet, or telephone application
## 29814                                                            Not Hispanic or Latino
## 29829 Information not provided by applicant in mail, Internet, or telephone application
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                            Not Hispanic or Latino
## 29868                                                            Not Hispanic or Latino
## 29889                                                            Not Hispanic or Latino
## 29903                                                            Not Hispanic or Latino
## 29936                                                            Not Hispanic or Latino
## 29937                                                            Not Hispanic or Latino
## 29947 Information not provided by applicant in mail, Internet, or telephone application
## 29959 Information not provided by applicant in mail, Internet, or telephone application
## 29964                                                            Not Hispanic or Latino
## 29983 Information not provided by applicant in mail, Internet, or telephone application
## 30000                                                            Not Hispanic or Latino
## 30015                                                            Not Hispanic or Latino
## 30018                                                            Not Hispanic or Latino
## 30030                                                            Not Hispanic or Latino
## 30034                                                                Hispanic or Latino
## 30045                                                            Not Hispanic or Latino
## 30054                                                            Not Hispanic or Latino
## 30060                                                            Not Hispanic or Latino
## 30085 Information not provided by applicant in mail, Internet, or telephone application
## 30093                                                            Not Hispanic or Latino
## 30138                                                            Not Hispanic or Latino
## 30144                                                            Not Hispanic or Latino
## 30162                                                            Not Hispanic or Latino
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                            Not Hispanic or Latino
## 30221                                                            Not Hispanic or Latino
## 30225                                                            Not Hispanic or Latino
## 30226                                                            Not Hispanic or Latino
## 30235                                                            Not Hispanic or Latino
## 30237                                                            Not Hispanic or Latino
## 30246                                                            Not Hispanic or Latino
## 30252                                                            Not Hispanic or Latino
## 30253                                                            Not Hispanic or Latino
## 30270                                                            Not Hispanic or Latino
## 30282                                                            Not Hispanic or Latino
## 30294                                                            Not Hispanic or Latino
## 30300                                                            Not Hispanic or Latino
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                            Not Hispanic or Latino
## 30318                                                            Not Hispanic or Latino
## 30342                                                            Not Hispanic or Latino
## 30343                                                            Not Hispanic or Latino
## 30353                                                            Not Hispanic or Latino
## 30354                                                            Not Hispanic or Latino
## 30359                                                            Not Hispanic or Latino
## 30381                                                            Not Hispanic or Latino
## 30408                                                            Not Hispanic or Latino
## 30414                                                            Not Hispanic or Latino
## 30426                                                            Not Hispanic or Latino
## 30429                                                            Not Hispanic or Latino
## 30444                                                                Hispanic or Latino
## 30453                                                            Not Hispanic or Latino
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                            Not Hispanic or Latino
## 30484                                                            Not Hispanic or Latino
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                            Not Hispanic or Latino
## 30511                                                            Not Hispanic or Latino
## 30517                                                                Hispanic or Latino
## 30519                                                            Not Hispanic or Latino
## 30533                                                            Not Hispanic or Latino
## 30534                                                            Not Hispanic or Latino
## 30540                                                            Not Hispanic or Latino
## 30558                                                            Not Hispanic or Latino
## 30564                                                            Not Hispanic or Latino
## 30576                                                            Not Hispanic or Latino
## 30588                                                            Not Hispanic or Latino
## 30594                                                            Not Hispanic or Latino
## 30605 Information not provided by applicant in mail, Internet, or telephone application
## 30648                                                            Not Hispanic or Latino
## 30654                                                            Not Hispanic or Latino
## 30666                                                            Not Hispanic or Latino
## 30678                                                            Not Hispanic or Latino
## 30684                                                            Not Hispanic or Latino
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715                                                            Not Hispanic or Latino
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                            Not Hispanic or Latino
## 30738                                                            Not Hispanic or Latino
## 30744                                                            Not Hispanic or Latino
## 30756                                                            Not Hispanic or Latino
## 30762                                                            Not Hispanic or Latino
## 30768                                                            Not Hispanic or Latino
## 30774                                                            Not Hispanic or Latino
## 30780                                                            Not Hispanic or Latino
## 30786                                                            Not Hispanic or Latino
## 30809                                                            Not Hispanic or Latino
## 30835                                                            Not Hispanic or Latino
## 30840                                                            Not Hispanic or Latino
## 30845                                                            Not Hispanic or Latino
## 30846                                                            Not Hispanic or Latino
## 30852                                                            Not Hispanic or Latino
## 30858                                                            Not Hispanic or Latino
## 30872                                                            Not Hispanic or Latino
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                            Not Hispanic or Latino
## 30894                                                            Not Hispanic or Latino
## 30900                                                                Hispanic or Latino
## 30923                                                            Not Hispanic or Latino
## 30960                                                            Not Hispanic or Latino
## 30967                                                            Not Hispanic or Latino
## 30972                                                            Not Hispanic or Latino
## 30978                                                            Not Hispanic or Latino
## 30984                                                            Not Hispanic or Latino
## 30985                                                            Not Hispanic or Latino
## 30990                                                            Not Hispanic or Latino
## 30992                                                            Not Hispanic or Latino
## 30996                                                            Not Hispanic or Latino
## 31002                                                            Not Hispanic or Latino
## 31005 Information not provided by applicant in mail, Internet, or telephone application
## 31008                                                            Not Hispanic or Latino
## 31014                                                            Not Hispanic or Latino
## 31017                                                            Not Hispanic or Latino
## 31043                                                            Not Hispanic or Latino
## 31044                                                            Not Hispanic or Latino
## 31048                                                            Not Hispanic or Latino
## 31050                                                            Not Hispanic or Latino
## 31056                                                            Not Hispanic or Latino
## 31057                                                            Not Hispanic or Latino
## 31062                                                            Not Hispanic or Latino
## 31084 Information not provided by applicant in mail, Internet, or telephone application
## 31086                                                            Not Hispanic or Latino
## 31092                                                            Not Hispanic or Latino
## 31093                                                            Not Hispanic or Latino
## 31104                                                            Not Hispanic or Latino
## 31117                                                            Not Hispanic or Latino
## 31122                                                            Not Hispanic or Latino
## 31128                                                            Not Hispanic or Latino
## 31134                                                            Not Hispanic or Latino
## 31140                                                            Not Hispanic or Latino
## 31152                                                            Not Hispanic or Latino
## 31158                                                            Not Hispanic or Latino
## 31170                                                            Not Hispanic or Latino
## 31176                                                            Not Hispanic or Latino
## 31188                                                            Not Hispanic or Latino
## 31194                                                            Not Hispanic or Latino
## 31200                                                            Not Hispanic or Latino
## 31206                                                            Not Hispanic or Latino
## 31213                                                            Not Hispanic or Latino
## 31224                                                            Not Hispanic or Latino
## 31230                                                            Not Hispanic or Latino
## 31248                                                            Not Hispanic or Latino
## 31254                                                            Not Hispanic or Latino
## 31260                                                            Not Hispanic or Latino
## 31271                                                            Not Hispanic or Latino
## 31276                                                            Not Hispanic or Latino
## 31284                                                            Not Hispanic or Latino
## 31296                                                            Not Hispanic or Latino
## 31301                                                            Not Hispanic or Latino
## 31314                                                            Not Hispanic or Latino
## 31344                                                            Not Hispanic or Latino
## 31350                                                            Not Hispanic or Latino
## 31359                                                            Not Hispanic or Latino
## 31362                                                            Not Hispanic or Latino
## 31368                                                            Not Hispanic or Latino
## 31371                                                            Not Hispanic or Latino
## 31374                                                            Not Hispanic or Latino
## 31380                                                            Not Hispanic or Latino
## 31390                                                            Not Hispanic or Latino
## 31392                                                            Not Hispanic or Latino
## 31398                                                            Not Hispanic or Latino
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411 Information not provided by applicant in mail, Internet, or telephone application
## 31421                                                            Not Hispanic or Latino
## 31422                                                            Not Hispanic or Latino
## 31428                                                            Not Hispanic or Latino
## 31434                                                            Not Hispanic or Latino
## 31440                                                            Not Hispanic or Latino
## 31443                                                            Not Hispanic or Latino
## 31446                                                            Not Hispanic or Latino
## 31458                                                            Not Hispanic or Latino
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                            Not Hispanic or Latino
## 31494                                                            Not Hispanic or Latino
## 31500                                                            Not Hispanic or Latino
## 31503 Information not provided by applicant in mail, Internet, or telephone application
## 31506                                                            Not Hispanic or Latino
## 31517                                                            Not Hispanic or Latino
## 31519 Information not provided by applicant in mail, Internet, or telephone application
## 31524                                                            Not Hispanic or Latino
## 31542                                                            Not Hispanic or Latino
## 31554                                                            Not Hispanic or Latino
## 31566                                                            Not Hispanic or Latino
## 31572                                                            Not Hispanic or Latino
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                            Not Hispanic or Latino
## 31590                                                            Not Hispanic or Latino
## 31608                                                            Not Hispanic or Latino
## 31609 Information not provided by applicant in mail, Internet, or telephone application
## 31614                                                            Not Hispanic or Latino
## 31620                                                            Not Hispanic or Latino
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                            Not Hispanic or Latino
## 31638                                                            Not Hispanic or Latino
## 31647                                                            Not Hispanic or Latino
## 31655                                                            Not Hispanic or Latino
## 31668                                                            Not Hispanic or Latino
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                            Not Hispanic or Latino
## 31692                                                            Not Hispanic or Latino
## 31705 Information not provided by applicant in mail, Internet, or telephone application
## 31710                                                            Not Hispanic or Latino
## 31722                                                            Not Hispanic or Latino
## 31728                                                            Not Hispanic or Latino
## 31734                                                            Not Hispanic or Latino
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                            Not Hispanic or Latino
## 31758                                                            Not Hispanic or Latino
## 31776                                                            Not Hispanic or Latino
## 31788                                                            Not Hispanic or Latino
## 31800                                                            Not Hispanic or Latino
## 31807                                                            Not Hispanic or Latino
## 31824                                                            Not Hispanic or Latino
## 31830                                                            Not Hispanic or Latino
## 31836                                                            Not Hispanic or Latino
## 31843 Information not provided by applicant in mail, Internet, or telephone application
## 31848                                                            Not Hispanic or Latino
## 31849 Information not provided by applicant in mail, Internet, or telephone application
## 31866                                                            Not Hispanic or Latino
## 31872                                                            Not Hispanic or Latino
## 31878                                                            Not Hispanic or Latino
## 31884                                                            Not Hispanic or Latino
## 31890                                                            Not Hispanic or Latino
## 31896                                                            Not Hispanic or Latino
## 31902                                                            Not Hispanic or Latino
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                            Not Hispanic or Latino
## 31932                                                            Not Hispanic or Latino
## 31936                                                            Not Hispanic or Latino
## 31938                                                            Not Hispanic or Latino
## 31944                                                            Not Hispanic or Latino
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                            Not Hispanic or Latino
## 31956                                                            Not Hispanic or Latino
## 31957                                                            Not Hispanic or Latino
## 31962                                                            Not Hispanic or Latino
## 31968                                                            Not Hispanic or Latino
## 31974                                                            Not Hispanic or Latino
## 32010                                                            Not Hispanic or Latino
## 32015                                                            Not Hispanic or Latino
## 32023 Information not provided by applicant in mail, Internet, or telephone application
## 32027                                                            Not Hispanic or Latino
## 32046                                                            Not Hispanic or Latino
## 32051                                                            Not Hispanic or Latino
## 32052                                                            Not Hispanic or Latino
## 32058                                                            Not Hispanic or Latino
## 32064                                                            Not Hispanic or Latino
## 32070                                                            Not Hispanic or Latino
## 32082                                                            Not Hispanic or Latino
## 32088                                                            Not Hispanic or Latino
## 32094                                                            Not Hispanic or Latino
## 32096 Information not provided by applicant in mail, Internet, or telephone application
## 32100                                                            Not Hispanic or Latino
## 32117                                                            Not Hispanic or Latino
## 32118                                                            Not Hispanic or Latino
## 32125 Information not provided by applicant in mail, Internet, or telephone application
## 32130                                                            Not Hispanic or Latino
## 32136                                                                Hispanic or Latino
## 32148                                                            Not Hispanic or Latino
## 32154                                                            Not Hispanic or Latino
## 32155 Information not provided by applicant in mail, Internet, or telephone application
## 32160                                                            Not Hispanic or Latino
## 32172                                                            Not Hispanic or Latino
## 32178                                                            Not Hispanic or Latino
## 32190                                                            Not Hispanic or Latino
## 32196                                                            Not Hispanic or Latino
## 32201                                                            Not Hispanic or Latino
## 32202                                                            Not Hispanic or Latino
## 32207                                                            Not Hispanic or Latino
## 32208                                                            Not Hispanic or Latino
## 32212                                                            Not Hispanic or Latino
## 32226                                                            Not Hispanic or Latino
## 32232                                                            Not Hispanic or Latino
## 32238                                                            Not Hispanic or Latino
## 32246                                                            Not Hispanic or Latino
## 32256                                                            Not Hispanic or Latino
## 32270 Information not provided by applicant in mail, Internet, or telephone application
## 32292                                                            Not Hispanic or Latino
## 32304                                                            Not Hispanic or Latino
## 32306                                                            Not Hispanic or Latino
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                            Not Hispanic or Latino
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                            Not Hispanic or Latino
## 32323                                                            Not Hispanic or Latino
## 32324 Information not provided by applicant in mail, Internet, or telephone application
## 32334                                                            Not Hispanic or Latino
## 32336                                                            Not Hispanic or Latino
## 32354                                                            Not Hispanic or Latino
## 32356                                                            Not Hispanic or Latino
## 32358                                                            Not Hispanic or Latino
## 32360 Information not provided by applicant in mail, Internet, or telephone application
## 32365 Information not provided by applicant in mail, Internet, or telephone application
## 32366 Information not provided by applicant in mail, Internet, or telephone application
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                            Not Hispanic or Latino
## 32388                                                            Not Hispanic or Latino
## 32394                                                            Not Hispanic or Latino
## 32406                                                            Not Hispanic or Latino
## 32418                                                            Not Hispanic or Latino
## 32424                                                            Not Hispanic or Latino
## 32430                                                            Not Hispanic or Latino
## 32436                                                            Not Hispanic or Latino
## 32448                                                            Not Hispanic or Latino
## 32454                                                                Hispanic or Latino
## 32457 Information not provided by applicant in mail, Internet, or telephone application
## 32496                                                            Not Hispanic or Latino
## 32514                                                            Not Hispanic or Latino
## 32520                                                            Not Hispanic or Latino
## 32532                                                            Not Hispanic or Latino
## 32544                                                            Not Hispanic or Latino
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                            Not Hispanic or Latino
## 32562                                                                Hispanic or Latino
## 32568                                                            Not Hispanic or Latino
## 32580                                                            Not Hispanic or Latino
## 32592                                                            Not Hispanic or Latino
## 32601 Information not provided by applicant in mail, Internet, or telephone application
## 32604                                                            Not Hispanic or Latino
## 32622                                                            Not Hispanic or Latino
## 32634                                                            Not Hispanic or Latino
## 32640                                                            Not Hispanic or Latino
## 32646                                                            Not Hispanic or Latino
## 32647 Information not provided by applicant in mail, Internet, or telephone application
## 32652                                                            Not Hispanic or Latino
## 32653 Information not provided by applicant in mail, Internet, or telephone application
## 32659                                                            Not Hispanic or Latino
## 32664                                                            Not Hispanic or Latino
## 32676                                                            Not Hispanic or Latino
## 32678 Information not provided by applicant in mail, Internet, or telephone application
## 32685                                                                Hispanic or Latino
## 32694                                                            Not Hispanic or Latino
## 32705                                                            Not Hispanic or Latino
## 32706                                                            Not Hispanic or Latino
## 32708 Information not provided by applicant in mail, Internet, or telephone application
## 32713                                                            Not Hispanic or Latino
## 32717                                                            Not Hispanic or Latino
## 32736                                                            Not Hispanic or Latino
## 32742                                                            Not Hispanic or Latino
## 32745                                                            Not Hispanic or Latino
## 32748                                                            Not Hispanic or Latino
## 32760                                                            Not Hispanic or Latino
## 32764 Information not provided by applicant in mail, Internet, or telephone application
## 32765                                                            Not Hispanic or Latino
## 32766                                                            Not Hispanic or Latino
## 32779                                                            Not Hispanic or Latino
## 32784                                                            Not Hispanic or Latino
## 32790                                                            Not Hispanic or Latino
## 32794                                                            Not Hispanic or Latino
## 32807                                                            Not Hispanic or Latino
## 32808                                                            Not Hispanic or Latino
## 32820                                                            Not Hispanic or Latino
## 32826                                                            Not Hispanic or Latino
## 32831                                                            Not Hispanic or Latino
## 32832                                                            Not Hispanic or Latino
## 32838                                                            Not Hispanic or Latino
## 32844                                                            Not Hispanic or Latino
## 32850                                                            Not Hispanic or Latino
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                            Not Hispanic or Latino
## 32871                                                            Not Hispanic or Latino
## 32873                                                            Not Hispanic or Latino
## 32874                                                            Not Hispanic or Latino
## 32892                                                            Not Hispanic or Latino
## 32899 Information not provided by applicant in mail, Internet, or telephone application
## 32909                                                            Not Hispanic or Latino
## 32911 Information not provided by applicant in mail, Internet, or telephone application
## 32916                                                            Not Hispanic or Latino
## 32928                                                            Not Hispanic or Latino
## 32940                                                            Not Hispanic or Latino
## 32941                                                            Not Hispanic or Latino
## 32958                                                            Not Hispanic or Latino
## 32964                                                            Not Hispanic or Latino
## 32970                                                            Not Hispanic or Latino
## 32976                                                            Not Hispanic or Latino
## 32994                                                            Not Hispanic or Latino
## 33000                                                            Not Hispanic or Latino
## 33018                                                            Not Hispanic or Latino
## 33024                                                            Not Hispanic or Latino
## 33027                                                            Not Hispanic or Latino
## 33030                                                            Not Hispanic or Latino
## 33036                                                            Not Hispanic or Latino
## 33048                                                            Not Hispanic or Latino
## 33052                                                            Not Hispanic or Latino
## 33054                                                            Not Hispanic or Latino
## 33057                                                            Not Hispanic or Latino
## 33060                                                            Not Hispanic or Latino
## 33084                                                            Not Hispanic or Latino
## 33090                                                            Not Hispanic or Latino
## 33096                                                            Not Hispanic or Latino
## 33108                                                            Not Hispanic or Latino
## 33109                                                            Not Hispanic or Latino
## 33120                                                            Not Hispanic or Latino
## 33125                                                            Not Hispanic or Latino
## 33131                                                                Hispanic or Latino
## 33138                                                            Not Hispanic or Latino
## 33144                                                            Not Hispanic or Latino
## 33150                                                            Not Hispanic or Latino
## 33157 Information not provided by applicant in mail, Internet, or telephone application
## 33168                                                            Not Hispanic or Latino
## 33180                                                            Not Hispanic or Latino
## 33186                                                            Not Hispanic or Latino
## 33195                                                            Not Hispanic or Latino
## 33204                                                            Not Hispanic or Latino
## 33216                                                            Not Hispanic or Latino
## 33223 Information not provided by applicant in mail, Internet, or telephone application
## 33228                                                            Not Hispanic or Latino
## 33231                                                            Not Hispanic or Latino
## 33246                                                            Not Hispanic or Latino
## 33252                                                            Not Hispanic or Latino
## 33270                                                            Not Hispanic or Latino
## 33282                                                            Not Hispanic or Latino
## 33288                                                            Not Hispanic or Latino
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                            Not Hispanic or Latino
## 33295 Information not provided by applicant in mail, Internet, or telephone application
## 33303 Information not provided by applicant in mail, Internet, or telephone application
## 33306                                                            Not Hispanic or Latino
## 33315 Information not provided by applicant in mail, Internet, or telephone application
## 33318                                                            Not Hispanic or Latino
## 33324                                                            Not Hispanic or Latino
## 33330                                                            Not Hispanic or Latino
## 33348                                                            Not Hispanic or Latino
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                            Not Hispanic or Latino
## 33417                                                            Not Hispanic or Latino
## 33426                                                            Not Hispanic or Latino
## 33432                                                            Not Hispanic or Latino
## 33444                                                            Not Hispanic or Latino
## 33445                                                            Not Hispanic or Latino
## 33456                                                            Not Hispanic or Latino
## 33457 Information not provided by applicant in mail, Internet, or telephone application
## 33469 Information not provided by applicant in mail, Internet, or telephone application
## 33480                                                            Not Hispanic or Latino
## 33486                                                            Not Hispanic or Latino
## 33493                                                            Not Hispanic or Latino
## 33510                                                            Not Hispanic or Latino
## 33528                                                            Not Hispanic or Latino
## 33534                                                            Not Hispanic or Latino
## 33546                                                            Not Hispanic or Latino
## 33558                                                            Not Hispanic or Latino
## 33564                                                            Not Hispanic or Latino
## 33571                                                            Not Hispanic or Latino
## 33576                                                            Not Hispanic or Latino
## 33600                                                            Not Hispanic or Latino
## 33606                                                            Not Hispanic or Latino
## 33618                                                            Not Hispanic or Latino
## 33636                                                            Not Hispanic or Latino
## 33648                                                            Not Hispanic or Latino
## 33663                                                            Not Hispanic or Latino
## 33671                                                            Not Hispanic or Latino
## 33672                                                            Not Hispanic or Latino
## 33678                                                            Not Hispanic or Latino
## 33685                                                            Not Hispanic or Latino
## 33690                                                            Not Hispanic or Latino
## 33708                                                            Not Hispanic or Latino
## 33714                                                            Not Hispanic or Latino
## 33715                                                            Not Hispanic or Latino
## 33738                                                            Not Hispanic or Latino
## 33751 Information not provided by applicant in mail, Internet, or telephone application
## 33773 Information not provided by applicant in mail, Internet, or telephone application
## 33774                                                            Not Hispanic or Latino
## 33786                                                            Not Hispanic or Latino
## 33793                                                            Not Hispanic or Latino
## 33797 Information not provided by applicant in mail, Internet, or telephone application
## 33805 Information not provided by applicant in mail, Internet, or telephone application
## 33816                                                            Not Hispanic or Latino
## 33817                                                            Not Hispanic or Latino
## 33824                                                            Not Hispanic or Latino
## 33882                                                            Not Hispanic or Latino
## 33894                                                            Not Hispanic or Latino
## 33912                                                            Not Hispanic or Latino
## 33918                                                            Not Hispanic or Latino
## 33919 Information not provided by applicant in mail, Internet, or telephone application
## 33920                                                                Hispanic or Latino
## 33924                                                            Not Hispanic or Latino
## 33926 Information not provided by applicant in mail, Internet, or telephone application
## 33930                                                            Not Hispanic or Latino
## 33936                                                            Not Hispanic or Latino
## 33948                                                            Not Hispanic or Latino
## 33954                                                            Not Hispanic or Latino
## 33972                                                            Not Hispanic or Latino
## 33977                                                            Not Hispanic or Latino
## 33984                                                            Not Hispanic or Latino
## 33987 Information not provided by applicant in mail, Internet, or telephone application
## 34020                                                            Not Hispanic or Latino
## 34023                                                            Not Hispanic or Latino
## 34038                                                            Not Hispanic or Latino
## 34050                                                            Not Hispanic or Latino
## 34056                                                            Not Hispanic or Latino
## 34062                                                            Not Hispanic or Latino
## 34068                                                            Not Hispanic or Latino
## 34074                                                            Not Hispanic or Latino
## 34079 Information not provided by applicant in mail, Internet, or telephone application
## 34080                                                            Not Hispanic or Latino
## 34083                                                            Not Hispanic or Latino
## 34086                                                                Hispanic or Latino
## 34092                                                            Not Hispanic or Latino
## 34098                                                            Not Hispanic or Latino
## 34101 Information not provided by applicant in mail, Internet, or telephone application
## 34105 Information not provided by applicant in mail, Internet, or telephone application
## 34110                                                            Not Hispanic or Latino
## 34116                                                            Not Hispanic or Latino
## 34122                                                            Not Hispanic or Latino
## 34131                                                            Not Hispanic or Latino
## 34134                                                            Not Hispanic or Latino
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                            Not Hispanic or Latino
## 34164                                                            Not Hispanic or Latino
## 34174                                                            Not Hispanic or Latino
## 34176                                                            Not Hispanic or Latino
## 34206                                                            Not Hispanic or Latino
## 34208                                                            Not Hispanic or Latino
## 34212                                                            Not Hispanic or Latino
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                            Not Hispanic or Latino
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                            Not Hispanic or Latino
## 34224                                                            Not Hispanic or Latino
## 34225 Information not provided by applicant in mail, Internet, or telephone application
## 34260                                                            Not Hispanic or Latino
## 34266                                                            Not Hispanic or Latino
## 34271                                                            Not Hispanic or Latino
## 34272                                                            Not Hispanic or Latino
## 34278                                                            Not Hispanic or Latino
## 34289                                                            Not Hispanic or Latino
## 34290                                                            Not Hispanic or Latino
## 34292 Information not provided by applicant in mail, Internet, or telephone application
## 34296                                                            Not Hispanic or Latino
## 34308                                                            Not Hispanic or Latino
## 34326                                                            Not Hispanic or Latino
## 34327                                                            Not Hispanic or Latino
## 34338                                                            Not Hispanic or Latino
## 34350                                                            Not Hispanic or Latino
## 34360 Information not provided by applicant in mail, Internet, or telephone application
## 34368                                                            Not Hispanic or Latino
## 34369                                                            Not Hispanic or Latino
## 34392                                                            Not Hispanic or Latino
## 34423 Information not provided by applicant in mail, Internet, or telephone application
## 34428                                                            Not Hispanic or Latino
## 34440                                                            Not Hispanic or Latino
## 34445                                                            Not Hispanic or Latino
## 34452                                                            Not Hispanic or Latino
## 34458                                                            Not Hispanic or Latino
## 34470                                                            Not Hispanic or Latino
## 34477 Information not provided by applicant in mail, Internet, or telephone application
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492 Information not provided by applicant in mail, Internet, or telephone application
## 34494                                                            Not Hispanic or Latino
## 34497                                                            Not Hispanic or Latino
## 34500                                                            Not Hispanic or Latino
## 34502                                                            Not Hispanic or Latino
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                            Not Hispanic or Latino
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                            Not Hispanic or Latino
## 34530                                                            Not Hispanic or Latino
## 34536                                                            Not Hispanic or Latino
## 34547                                                            Not Hispanic or Latino
## 34548                                                            Not Hispanic or Latino
## 34550 Information not provided by applicant in mail, Internet, or telephone application
## 34554                                                            Not Hispanic or Latino
## 34566                                                            Not Hispanic or Latino
## 34568                                                            Not Hispanic or Latino
## 34571                                                            Not Hispanic or Latino
## 34572                                                            Not Hispanic or Latino
## 34600                                                            Not Hispanic or Latino
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616                                                            Not Hispanic or Latino
## 34628                                                            Not Hispanic or Latino
## 34634                                                                Hispanic or Latino
## 34638                                                            Not Hispanic or Latino
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                            Not Hispanic or Latino
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                            Not Hispanic or Latino
## 34677 Information not provided by applicant in mail, Internet, or telephone application
## 34680                                                            Not Hispanic or Latino
## 34687                                                            Not Hispanic or Latino
## 34695 Information not provided by applicant in mail, Internet, or telephone application
## 34700                                                            Not Hispanic or Latino
## 34701 Information not provided by applicant in mail, Internet, or telephone application
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715                                                            Not Hispanic or Latino
## 34722                                                            Not Hispanic or Latino
## 34724                                                            Not Hispanic or Latino
## 34726                                                            Not Hispanic or Latino
## 34730                                                            Not Hispanic or Latino
## 34736                                                            Not Hispanic or Latino
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742 Information not provided by applicant in mail, Internet, or telephone application
## 34748 Information not provided by applicant in mail, Internet, or telephone application
## 34758                                                            Not Hispanic or Latino
## 34770                                                            Not Hispanic or Latino
## 34772                                                            Not Hispanic or Latino
## 34788                                                            Not Hispanic or Latino
## 34790                                                            Not Hispanic or Latino
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                            Not Hispanic or Latino
## 34817                                                            Not Hispanic or Latino
## 34818                                                            Not Hispanic or Latino
## 34820                                                            Not Hispanic or Latino
## 34830                                                            Not Hispanic or Latino
## 34831 Information not provided by applicant in mail, Internet, or telephone application
## 34838                                                            Not Hispanic or Latino
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844 Information not provided by applicant in mail, Internet, or telephone application
## 34848                                                            Not Hispanic or Latino
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                            Not Hispanic or Latino
## 34862                                                            Not Hispanic or Latino
## 34865                                                            Not Hispanic or Latino
## 34868 Information not provided by applicant in mail, Internet, or telephone application
## 34874 Information not provided by applicant in mail, Internet, or telephone application
## 34878                                                            Not Hispanic or Latino
## 34880 Information not provided by applicant in mail, Internet, or telephone application
## 34884                                                            Not Hispanic or Latino
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                            Not Hispanic or Latino
## 34901                                                            Not Hispanic or Latino
## 34904                                                            Not Hispanic or Latino
## 34908                                                            Not Hispanic or Latino
## 34915                                                            Not Hispanic or Latino
## 34920                                                            Not Hispanic or Latino
## 34926                                                            Not Hispanic or Latino
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                            Not Hispanic or Latino
## 34932                                                            Not Hispanic or Latino
## 34938                                                            Not Hispanic or Latino
## 34939                                                            Not Hispanic or Latino
## 34944                                                            Not Hispanic or Latino
## 34950                                                            Not Hispanic or Latino
## 34955                                                            Not Hispanic or Latino
## 34962                                                            Not Hispanic or Latino
## 34968                                                            Not Hispanic or Latino
## 34974                                                            Not Hispanic or Latino
## 34986                                                            Not Hispanic or Latino
## 34992                                                            Not Hispanic or Latino
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999 Information not provided by applicant in mail, Internet, or telephone application
## 35000                                                            Not Hispanic or Latino
## 35004                                                            Not Hispanic or Latino
## 35010                                                            Not Hispanic or Latino
## 35012 Information not provided by applicant in mail, Internet, or telephone application
## 35013                                                            Not Hispanic or Latino
## 35016                                                                Hispanic or Latino
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                            Not Hispanic or Latino
## 35029 Information not provided by applicant in mail, Internet, or telephone application
## 35032                                                            Not Hispanic or Latino
## 35034                                                            Not Hispanic or Latino
## 35036 Information not provided by applicant in mail, Internet, or telephone application
## 35041                                                            Not Hispanic or Latino
## 35046                                                            Not Hispanic or Latino
## 35052                                                            Not Hispanic or Latino
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                            Not Hispanic or Latino
## 35060                                                            Not Hispanic or Latino
## 35064                                                            Not Hispanic or Latino
## 35072 Information not provided by applicant in mail, Internet, or telephone application
## 35076                                                            Not Hispanic or Latino
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                            Not Hispanic or Latino
## 35100                                                            Not Hispanic or Latino
## 35101                                                            Not Hispanic or Latino
## 35106                                                            Not Hispanic or Latino
## 35108                                                            Not Hispanic or Latino
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                            Not Hispanic or Latino
## 35124                                                            Not Hispanic or Latino
## 35126                                                            Not Hispanic or Latino
## 35127                                                            Not Hispanic or Latino
## 35144                                                            Not Hispanic or Latino
## 35148                                                            Not Hispanic or Latino
## 35154                                                            Not Hispanic or Latino
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168                                                            Not Hispanic or Latino
## 35174                                                            Not Hispanic or Latino
## 35184                                                            Not Hispanic or Latino
## 35185 Information not provided by applicant in mail, Internet, or telephone application
## 35208                                                            Not Hispanic or Latino
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                            Not Hispanic or Latino
## 35240                                                            Not Hispanic or Latino
## 35242                                                            Not Hispanic or Latino
## 35244                                                            Not Hispanic or Latino
## 35250                                                            Not Hispanic or Latino
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                            Not Hispanic or Latino
## 35294                                                            Not Hispanic or Latino
## 35298                                                            Not Hispanic or Latino
## 35317                                                            Not Hispanic or Latino
## 35322                                                            Not Hispanic or Latino
## 35328                                                            Not Hispanic or Latino
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335                                                            Not Hispanic or Latino
## 35346                                                            Not Hispanic or Latino
## 35348 Information not provided by applicant in mail, Internet, or telephone application
## 35352                                                            Not Hispanic or Latino
## 35358                                                            Not Hispanic or Latino
## 35370                                                            Not Hispanic or Latino
## 35372                                                            Not Hispanic or Latino
## 35376                                                            Not Hispanic or Latino
## 35382                                                            Not Hispanic or Latino
## 35388                                                            Not Hispanic or Latino
## 35394                                                            Not Hispanic or Latino
## 35400                                                            Not Hispanic or Latino
## 35402 Information not provided by applicant in mail, Internet, or telephone application
## 35406                                                            Not Hispanic or Latino
## 35408 Information not provided by applicant in mail, Internet, or telephone application
## 35412                                                            Not Hispanic or Latino
## 35430                                                            Not Hispanic or Latino
## 35431                                                            Not Hispanic or Latino
## 35448                                                            Not Hispanic or Latino
## 35450 Information not provided by applicant in mail, Internet, or telephone application
## 35454                                                            Not Hispanic or Latino
## 35455                                                            Not Hispanic or Latino
## 35460                                                            Not Hispanic or Latino
## 35466                                                            Not Hispanic or Latino
## 35472                                                            Not Hispanic or Latino
## 35478                                                            Not Hispanic or Latino
## 35484                                                            Not Hispanic or Latino
## 35485 Information not provided by applicant in mail, Internet, or telephone application
## 35490                                                            Not Hispanic or Latino
## 35496                                                            Not Hispanic or Latino
## 35498 Information not provided by applicant in mail, Internet, or telephone application
## 35502                                                            Not Hispanic or Latino
## 35514                                                            Not Hispanic or Latino
## 35516                                                            Not Hispanic or Latino
## 35520                                                            Not Hispanic or Latino
## 35521 Information not provided by applicant in mail, Internet, or telephone application
## 35522                                                            Not Hispanic or Latino
## 35525                                                            Not Hispanic or Latino
## 35528                                                            Not Hispanic or Latino
## 35532                                                            Not Hispanic or Latino
## 35538                                                            Not Hispanic or Latino
## 35544                                                            Not Hispanic or Latino
## 35586                                                            Not Hispanic or Latino
## 35598                                                            Not Hispanic or Latino
## 35601                                                            Not Hispanic or Latino
## 35616                                                            Not Hispanic or Latino
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                            Not Hispanic or Latino
## 35634                                                            Not Hispanic or Latino
## 35640                                                            Not Hispanic or Latino
## 35646                                                            Not Hispanic or Latino
## 35652                                                            Not Hispanic or Latino
## 35653                                                                    Not applicable
## 35664                                                            Not Hispanic or Latino
## 35676                                                            Not Hispanic or Latino
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                            Not Hispanic or Latino
## 35688                                                            Not Hispanic or Latino
## 35703 Information not provided by applicant in mail, Internet, or telephone application
## 35724                                                            Not Hispanic or Latino
## 35730                                                            Not Hispanic or Latino
## 35737 Information not provided by applicant in mail, Internet, or telephone application
## 35742                                                            Not Hispanic or Latino
## 35748                                                            Not Hispanic or Latino
## 35760                                                            Not Hispanic or Latino
## 35784                                                            Not Hispanic or Latino
## 35789                                                            Not Hispanic or Latino
## 35790                                                            Not Hispanic or Latino
## 35802                                                            Not Hispanic or Latino
## 35814                                                            Not Hispanic or Latino
## 35820                                                            Not Hispanic or Latino
## 35910                                                            Not Hispanic or Latino
## 35921                                                                Hispanic or Latino
## 35922                                                            Not Hispanic or Latino
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937 Information not provided by applicant in mail, Internet, or telephone application
## 35946                                                            Not Hispanic or Latino
## 35970                                                            Not Hispanic or Latino
## 35979                                                            Not Hispanic or Latino
## 36006                                                            Not Hispanic or Latino
## 36013                                                            Not Hispanic or Latino
## 36015                                                            Not Hispanic or Latino
## 36043 Information not provided by applicant in mail, Internet, or telephone application
## 36073                                                            Not Hispanic or Latino
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                            Not Hispanic or Latino
## 36174                                                            Not Hispanic or Latino
## 36189                                                            Not Hispanic or Latino
## 36192                                                            Not Hispanic or Latino
## 36226                                                            Not Hispanic or Latino
## 36261                                                            Not Hispanic or Latino
## 36265 Information not provided by applicant in mail, Internet, or telephone application
## 36283 Information not provided by applicant in mail, Internet, or telephone application
## 36304                                                            Not Hispanic or Latino
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                            Not Hispanic or Latino
## 36400                                                            Not Hispanic or Latino
## 36419                                                            Not Hispanic or Latino
## 36432                                                            Not Hispanic or Latino
## 36475 Information not provided by applicant in mail, Internet, or telephone application
## 36492                                                            Not Hispanic or Latino
## 36525                                                            Not Hispanic or Latino
## 36569                                                                Hispanic or Latino
## 36596                                                            Not Hispanic or Latino
## 36600                                                            Not Hispanic or Latino
## 36630                                                            Not Hispanic or Latino
## 36637                                                            Not Hispanic or Latino
## 36641 Information not provided by applicant in mail, Internet, or telephone application
## 36748                                                            Not Hispanic or Latino
## 36789                                                            Not Hispanic or Latino
## 36799                                                            Not Hispanic or Latino
## 36843 Information not provided by applicant in mail, Internet, or telephone application
## 36849                                                            Not Hispanic or Latino
## 36866 Information not provided by applicant in mail, Internet, or telephone application
## 36883 Information not provided by applicant in mail, Internet, or telephone application
## 36901                                                            Not Hispanic or Latino
## 36924                                                            Not Hispanic or Latino
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077 Information not provided by applicant in mail, Internet, or telephone application
## 37113                                                            Not Hispanic or Latino
## 37167                                                            Not Hispanic or Latino
## 37171                                                            Not Hispanic or Latino
## 37201                                                            Not Hispanic or Latino
## 37207 Information not provided by applicant in mail, Internet, or telephone application
## 37262 Information not provided by applicant in mail, Internet, or telephone application
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                            Not Hispanic or Latino
## 37393                                                            Not Hispanic or Latino
## 37402 Information not provided by applicant in mail, Internet, or telephone application
## 37419                                                            Not Hispanic or Latino
## 37435                                                            Not Hispanic or Latino
## 37442 Information not provided by applicant in mail, Internet, or telephone application
## 37448 Information not provided by applicant in mail, Internet, or telephone application
## 37484                                                            Not Hispanic or Latino
## 37579                                                            Not Hispanic or Latino
## 37584                                                            Not Hispanic or Latino
## 37591 Information not provided by applicant in mail, Internet, or telephone application
## 37644                                                            Not Hispanic or Latino
## 37681                                                            Not Hispanic or Latino
## 37692                                                            Not Hispanic or Latino
## 37701                                                            Not Hispanic or Latino
## 37761                                                            Not Hispanic or Latino
## 37783                                                            Not Hispanic or Latino
## 37784                                                            Not Hispanic or Latino
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821                                                            Not Hispanic or Latino
## 37832                                                            Not Hispanic or Latino
## 37862                                                                Hispanic or Latino
## 37868                                                            Not Hispanic or Latino
## 37888                                                            Not Hispanic or Latino
## 37896                                                            Not Hispanic or Latino
## 37968                                                            Not Hispanic or Latino
## 37970                                                            Not Hispanic or Latino
## 38000                                                            Not Hispanic or Latino
## 38014                                                                    Not applicable
## 38036                                                            Not Hispanic or Latino
## 38042                                                            Not Hispanic or Latino
## 38077                                                                    Not applicable
## 38126                                                            Not Hispanic or Latino
## 38145 Information not provided by applicant in mail, Internet, or telephone application
## 38149                                                            Not Hispanic or Latino
## 38164                                                            Not Hispanic or Latino
## 38166                                                            Not Hispanic or Latino
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                            Not Hispanic or Latino
## 38263                                                            Not Hispanic or Latino
## 38280                                                            Not Hispanic or Latino
## 38334                                                            Not Hispanic or Latino
## 38346                                                            Not Hispanic or Latino
## 38440                                                            Not Hispanic or Latino
## 38462                                                                    Not applicable
## 38476                                                            Not Hispanic or Latino
## 38481 Information not provided by applicant in mail, Internet, or telephone application
## 38492                                                            Not Hispanic or Latino
## 38565                                                                Hispanic or Latino
## 38599                                                            Not Hispanic or Latino
## 38605                                                                Hispanic or Latino
## 38673                                                            Not Hispanic or Latino
## 38695                                                            Not Hispanic or Latino
## 38709                                                            Not Hispanic or Latino
## 38717                                                            Not Hispanic or Latino
## 38719                                                            Not Hispanic or Latino
## 38760                                                            Not Hispanic or Latino
## 38777                                                            Not Hispanic or Latino
## 38841                                                            Not Hispanic or Latino
## 38874                                                            Not Hispanic or Latino
## 38921                                                            Not Hispanic or Latino
## 38924                                                            Not Hispanic or Latino
## 38946                                                            Not Hispanic or Latino
## 38970                                                            Not Hispanic or Latino
## 38976                                                            Not Hispanic or Latino
## 38990                                                            Not Hispanic or Latino
## 39011                                                            Not Hispanic or Latino
## 39012                                                            Not Hispanic or Latino
## 39030                                                            Not Hispanic or Latino
## 39036                                                            Not Hispanic or Latino
## 39041                                                            Not Hispanic or Latino
## 39066                                                            Not Hispanic or Latino
## 39078                                                            Not Hispanic or Latino
## 39090                                                            Not Hispanic or Latino
## 39096                                                            Not Hispanic or Latino
## 39124                                                            Not Hispanic or Latino
## 39150                                                            Not Hispanic or Latino
## 39156                                                            Not Hispanic or Latino
## 39172                                                            Not Hispanic or Latino
## 39186                                                            Not Hispanic or Latino
## 39188                                                            Not Hispanic or Latino
## 39192                                                            Not Hispanic or Latino
## 39201                                                            Not Hispanic or Latino
## 39204                                                            Not Hispanic or Latino
## 39210                                                            Not Hispanic or Latino
## 39222                                                            Not Hispanic or Latino
## 39234                                                            Not Hispanic or Latino
## 39237                                                            Not Hispanic or Latino
## 39246                                                            Not Hispanic or Latino
## 39252                                                            Not Hispanic or Latino
## 39258                                                            Not Hispanic or Latino
## 39285 Information not provided by applicant in mail, Internet, or telephone application
## 39288                                                            Not Hispanic or Latino
## 39292                                                            Not Hispanic or Latino
## 39313                                                            Not Hispanic or Latino
## 39348                                                            Not Hispanic or Latino
## 39397                                                                    Not applicable
## 39420                                                            Not Hispanic or Latino
## 39423                                                            Not Hispanic or Latino
## 39432                                                            Not Hispanic or Latino
## 39453 Information not provided by applicant in mail, Internet, or telephone application
## 39486                                                            Not Hispanic or Latino
## 39493 Information not provided by applicant in mail, Internet, or telephone application
## 39498                                                            Not Hispanic or Latino
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                            Not Hispanic or Latino
## 39534                                                            Not Hispanic or Latino
## 39541                                                                Hispanic or Latino
## 39546                                                            Not Hispanic or Latino
## 39555                                                            Not Hispanic or Latino
## 39558                                                            Not Hispanic or Latino
## 39564                                                            Not Hispanic or Latino
## 39570                                                            Not Hispanic or Latino
## 39576                                                            Not Hispanic or Latino
## 39578 Information not provided by applicant in mail, Internet, or telephone application
## 39582                                                            Not Hispanic or Latino
## 39585                                                            Not Hispanic or Latino
## 39588                                                            Not Hispanic or Latino
## 39594                                                            Not Hispanic or Latino
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                            Not Hispanic or Latino
## 39606                                                            Not Hispanic or Latino
## 39618                                                            Not Hispanic or Latino
## 39624                                                            Not Hispanic or Latino
## 39625                                                            Not Hispanic or Latino
## 39627                                                            Not Hispanic or Latino
## 39630                                                            Not Hispanic or Latino
## 39631                                                            Not Hispanic or Latino
## 39636                                                            Not Hispanic or Latino
## 39637                                                            Not Hispanic or Latino
## 39642                                                            Not Hispanic or Latino
## 39647                                                            Not Hispanic or Latino
## 39648                                                            Not Hispanic or Latino
## 39654                                                            Not Hispanic or Latino
## 39660                                                            Not Hispanic or Latino
## 39666                                                            Not Hispanic or Latino
## 39678                                                            Not Hispanic or Latino
## 39686                                                            Not Hispanic or Latino
## 39701                                                            Not Hispanic or Latino
## 39728                                                            Not Hispanic or Latino
## 39732                                                            Not Hispanic or Latino
## 39758                                                            Not Hispanic or Latino
## 39762                                                            Not Hispanic or Latino
## 39768                                                                Hispanic or Latino
## 39780                                                                Hispanic or Latino
## 39798                                                            Not Hispanic or Latino
## 39810                                                                Hispanic or Latino
## 39816                                                            Not Hispanic or Latino
## 39828                                                            Not Hispanic or Latino
## 39829 Information not provided by applicant in mail, Internet, or telephone application
## 39834                                                            Not Hispanic or Latino
## 39851                                                            Not Hispanic or Latino
## 39858                                                            Not Hispanic or Latino
## 39879                                                            Not Hispanic or Latino
## 39889                                                                Hispanic or Latino
## 39906                                                            Not Hispanic or Latino
## 39919                                                            Not Hispanic or Latino
## 39940 Information not provided by applicant in mail, Internet, or telephone application
## 39948                                                            Not Hispanic or Latino
## 39960                                                            Not Hispanic or Latino
## 40034                                                            Not Hispanic or Latino
## 40068                                                            Not Hispanic or Latino
## 40069                                                            Not Hispanic or Latino
## 40073                                                            Not Hispanic or Latino
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                            Not Hispanic or Latino
## 40152                                                            Not Hispanic or Latino
## 40204                                                            Not Hispanic or Latino
## 40218                                                            Not Hispanic or Latino
## 40240                                                            Not Hispanic or Latino
## 40278                                                            Not Hispanic or Latino
## 40282                                                            Not Hispanic or Latino
## 40302                                                            Not Hispanic or Latino
## 40310                                                            Not Hispanic or Latino
## 40317 Information not provided by applicant in mail, Internet, or telephone application
## 40340                                                            Not Hispanic or Latino
## 40345 Information not provided by applicant in mail, Internet, or telephone application
## 40379                                                            Not Hispanic or Latino
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                            Not Hispanic or Latino
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396 Information not provided by applicant in mail, Internet, or telephone application
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                            Not Hispanic or Latino
## 40465                                                            Not Hispanic or Latino
## 40488                                                            Not Hispanic or Latino
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                            Not Hispanic or Latino
## 40529                                                            Not Hispanic or Latino
## 40530                                                            Not Hispanic or Latino
## 40550                                                            Not Hispanic or Latino
## 40567                                                            Not Hispanic or Latino
## 40639                                                            Not Hispanic or Latino
## 40640                                                            Not Hispanic or Latino
## 40645                                                            Not Hispanic or Latino
## 40661                                                            Not Hispanic or Latino
## 40705                                                            Not Hispanic or Latino
## 40707                                                            Not Hispanic or Latino
## 40716                                                            Not Hispanic or Latino
## 40731                                                            Not Hispanic or Latino
## 40740                                                            Not Hispanic or Latino
## 40741                                                            Not Hispanic or Latino
## 40744                                                            Not Hispanic or Latino
## 40762                                                            Not Hispanic or Latino
## 40803                                                            Not Hispanic or Latino
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                            Not Hispanic or Latino
## 40853                                                            Not Hispanic or Latino
## 40877                                                            Not Hispanic or Latino
## 40897                                                            Not Hispanic or Latino
## 40929                                                            Not Hispanic or Latino
## 40978 Information not provided by applicant in mail, Internet, or telephone application
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995 Information not provided by applicant in mail, Internet, or telephone application
## 41037 Information not provided by applicant in mail, Internet, or telephone application
## 41041                                                                Hispanic or Latino
## 41047                                                            Not Hispanic or Latino
## 41119                                                            Not Hispanic or Latino
## 41149 Information not provided by applicant in mail, Internet, or telephone application
## 41176                                                            Not Hispanic or Latino
## 41191                                                            Not Hispanic or Latino
## 41218 Information not provided by applicant in mail, Internet, or telephone application
## 41229 Information not provided by applicant in mail, Internet, or telephone application
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                            Not Hispanic or Latino
## 41320                                                            Not Hispanic or Latino
## 41332 Information not provided by applicant in mail, Internet, or telephone application
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                            Not Hispanic or Latino
## 41368                                                            Not Hispanic or Latino
## 41381                                                            Not Hispanic or Latino
## 41406                                                            Not Hispanic or Latino
## 41448                                                            Not Hispanic or Latino
## 41479                                                            Not Hispanic or Latino
## 41499                                                            Not Hispanic or Latino
## 41515                                                            Not Hispanic or Latino
## 41526                                                            Not Hispanic or Latino
## 41561                                                            Not Hispanic or Latino
## 41574                                                            Not Hispanic or Latino
## 41584                                                            Not Hispanic or Latino
## 41592                                                            Not Hispanic or Latino
## 41602                                                            Not Hispanic or Latino
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                            Not Hispanic or Latino
## 41644                                                            Not Hispanic or Latino
## 41692                                                            Not Hispanic or Latino
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733 Information not provided by applicant in mail, Internet, or telephone application
## 41769 Information not provided by applicant in mail, Internet, or telephone application
## 41822                                                                    Not applicable
## 41828                                                            Not Hispanic or Latino
## 41857                                                            Not Hispanic or Latino
## 41858                                                            Not Hispanic or Latino
## 41865                                                            Not Hispanic or Latino
## 41871                                                            Not Hispanic or Latino
## 41925                                                            Not Hispanic or Latino
## 41931                                                            Not Hispanic or Latino
## 41991 Information not provided by applicant in mail, Internet, or telephone application
## 42039                                                            Not Hispanic or Latino
## 42088                                                            Not Hispanic or Latino
## 42094                                                            Not Hispanic or Latino
## 42173                                                            Not Hispanic or Latino
## 42182                                                            Not Hispanic or Latino
## 42211                                                            Not Hispanic or Latino
## 42222                                                            Not Hispanic or Latino
## 42224                                                                    Not applicable
## 42267                                                            Not Hispanic or Latino
## 42274                                                            Not Hispanic or Latino
## 42278                                                            Not Hispanic or Latino
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                            Not Hispanic or Latino
## 42314                                                            Not Hispanic or Latino
## 42358                                                            Not Hispanic or Latino
## 42359                                                            Not Hispanic or Latino
## 42422                                                            Not Hispanic or Latino
## 42451                                                            Not Hispanic or Latino
## 42454                                                                Hispanic or Latino
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                            Not Hispanic or Latino
## 42584                                                            Not Hispanic or Latino
## 42676                                                            Not Hispanic or Latino
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                            Not Hispanic or Latino
## 42794                                                            Not Hispanic or Latino
## 42825 Information not provided by applicant in mail, Internet, or telephone application
## 42826                                                            Not Hispanic or Latino
## 42858                                                            Not Hispanic or Latino
## 42892                                                            Not Hispanic or Latino
## 42916                                                            Not Hispanic or Latino
## 42920                                                            Not Hispanic or Latino
## 42925                                                            Not Hispanic or Latino
## 43000                                                            Not Hispanic or Latino
## 43021                                                            Not Hispanic or Latino
## 43060                                                            Not Hispanic or Latino
## 43066                                                            Not Hispanic or Latino
## 43072 Information not provided by applicant in mail, Internet, or telephone application
## 43092                                                            Not Hispanic or Latino
## 43102                                                            Not Hispanic or Latino
## 43107                                                            Not Hispanic or Latino
## 43126                                                            Not Hispanic or Latino
## 43128                                                            Not Hispanic or Latino
## 43143                                                            Not Hispanic or Latino
## 43151                                                                Hispanic or Latino
## 43155                                                            Not Hispanic or Latino
## 43209                                                            Not Hispanic or Latino
## 43210 Information not provided by applicant in mail, Internet, or telephone application
## 43379                                                            Not Hispanic or Latino
## 43396                                                            Not Hispanic or Latino
## 43401                                                            Not Hispanic or Latino
## 43440                                                            Not Hispanic or Latino
## 43470                                                            Not Hispanic or Latino
## 43485                                                            Not Hispanic or Latino
## 43521                                                            Not Hispanic or Latino
## 43524                                                            Not Hispanic or Latino
## 43530                                                                Hispanic or Latino
## 43548                                                            Not Hispanic or Latino
## 43554                                                            Not Hispanic or Latino
## 43557                                                            Not Hispanic or Latino
## 43575                                                            Not Hispanic or Latino
## 43578                                                            Not Hispanic or Latino
## 43584                                                            Not Hispanic or Latino
## 43626                                                            Not Hispanic or Latino
## 43638                                                            Not Hispanic or Latino
## 43710                                                            Not Hispanic or Latino
## 43720                                                            Not Hispanic or Latino
## 43726 Information not provided by applicant in mail, Internet, or telephone application
## 43754                                                            Not Hispanic or Latino
## 43930                                                            Not Hispanic or Latino
## 43952                                                            Not Hispanic or Latino
## 43983                                                            Not Hispanic or Latino
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                            Not Hispanic or Latino
## 44044                                                            Not Hispanic or Latino
## 44054                                                            Not Hispanic or Latino
## 44068                                                            Not Hispanic or Latino
## 44110                                                            Not Hispanic or Latino
## 44169 Information not provided by applicant in mail, Internet, or telephone application
## 44225                                                            Not Hispanic or Latino
## 44251                                                            Not Hispanic or Latino
## 44256                                                            Not Hispanic or Latino
## 44268                                                                Hispanic or Latino
## 44286                                                            Not Hispanic or Latino
## 44298                                                            Not Hispanic or Latino
## 44308 Information not provided by applicant in mail, Internet, or telephone application
## 44316                                                            Not Hispanic or Latino
## 44321                                                                    Not applicable
## 44325 Information not provided by applicant in mail, Internet, or telephone application
## 44331                                                            Not Hispanic or Latino
## 44358                                                            Not Hispanic or Latino
## 44364                                                            Not Hispanic or Latino
## 44376                                                            Not Hispanic or Latino
## 44382                                                            Not Hispanic or Latino
## 44388                                                            Not Hispanic or Latino
## 44400                                                            Not Hispanic or Latino
## 44412                                                            Not Hispanic or Latino
## 44418                                                            Not Hispanic or Latino
## 44424                                                            Not Hispanic or Latino
## 44432                                                            Not Hispanic or Latino
## 44436                                                            Not Hispanic or Latino
## 44438                                                            Not Hispanic or Latino
## 44448                                                            Not Hispanic or Latino
## 44454                                                            Not Hispanic or Latino
## 44464                                                            Not Hispanic or Latino
## 44474                                                            Not Hispanic or Latino
## 44510                                                                    Not applicable
## 44520                                                            Not Hispanic or Latino
## 44537                                                            Not Hispanic or Latino
## 44538                                                            Not Hispanic or Latino
## 44566                                                            Not Hispanic or Latino
## 44599                                                            Not Hispanic or Latino
## 44625                                                            Not Hispanic or Latino
## 44639                                                            Not Hispanic or Latino
## 44646                                                            Not Hispanic or Latino
## 44648                                                            Not Hispanic or Latino
## 44652                                                            Not Hispanic or Latino
## 44694                                                            Not Hispanic or Latino
## 44698                                                            Not Hispanic or Latino
## 44715                                                            Not Hispanic or Latino
## 44746                                                            Not Hispanic or Latino
## 44747                                                            Not Hispanic or Latino
## 44785                                                            Not Hispanic or Latino
## 44801                                                            Not Hispanic or Latino
## 44848                                                            Not Hispanic or Latino
## 44879                                                            Not Hispanic or Latino
## 44938                                                            Not Hispanic or Latino
## 45003                                                            Not Hispanic or Latino
## 45100                                                            Not Hispanic or Latino
## 45108                                                            Not Hispanic or Latino
## 45153                                                            Not Hispanic or Latino
## 45171 Information not provided by applicant in mail, Internet, or telephone application
## 45205                                                            Not Hispanic or Latino
## 45339                                                            Not Hispanic or Latino
## 45351                                                            Not Hispanic or Latino
## 45361                                                            Not Hispanic or Latino
## 45386                                                            Not Hispanic or Latino
## 45434                                                            Not Hispanic or Latino
## 45443                                                                Hispanic or Latino
## 45452                                                            Not Hispanic or Latino
## 45482                                                            Not Hispanic or Latino
## 45486                                                            Not Hispanic or Latino
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                            Not Hispanic or Latino
## 45633                                                            Not Hispanic or Latino
## 45641                                                            Not Hispanic or Latino
## 45646                                                            Not Hispanic or Latino
## 45660                                                            Not Hispanic or Latino
## 45676                                                            Not Hispanic or Latino
## 45690                                                            Not Hispanic or Latino
## 45714                                                            Not Hispanic or Latino
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741                                                            Not Hispanic or Latino
## 45778                                                            Not Hispanic or Latino
## 45877                                                            Not Hispanic or Latino
## 45928                                                            Not Hispanic or Latino
## 45975                                                            Not Hispanic or Latino
## 46035 Information not provided by applicant in mail, Internet, or telephone application
## 46093                                                            Not Hispanic or Latino
## 46137                                                            Not Hispanic or Latino
## 46144                                                            Not Hispanic or Latino
## 46228                                                            Not Hispanic or Latino
## 46229                                                            Not Hispanic or Latino
## 46251                                                            Not Hispanic or Latino
## 46269                                                            Not Hispanic or Latino
## 46275                                                            Not Hispanic or Latino
## 46311 Information not provided by applicant in mail, Internet, or telephone application
## 46455                                                            Not Hispanic or Latino
## 46472                                                            Not Hispanic or Latino
## 46498                                                            Not Hispanic or Latino
## 46608                                                            Not Hispanic or Latino
## 46624                                                            Not Hispanic or Latino
## 46654                                                            Not Hispanic or Latino
## 46659 Information not provided by applicant in mail, Internet, or telephone application
## 46707                                                            Not Hispanic or Latino
## 46717                                                            Not Hispanic or Latino
## 46743                                                            Not Hispanic or Latino
## 46751                                                            Not Hispanic or Latino
## 46763                                                            Not Hispanic or Latino
## 46786                                                            Not Hispanic or Latino
## 46809                                                            Not Hispanic or Latino
## 46869                                                            Not Hispanic or Latino
## 46890                                                            Not Hispanic or Latino
## 46936                                                            Not Hispanic or Latino
## 46938                                                            Not Hispanic or Latino
## 46959                                                            Not Hispanic or Latino
## 47030                                                            Not Hispanic or Latino
## 47040                                                            Not Hispanic or Latino
## 47092                                                            Not Hispanic or Latino
## 47115                                                            Not Hispanic or Latino
## 47187                                                            Not Hispanic or Latino
## 47261                                                            Not Hispanic or Latino
## 47343                                                            Not Hispanic or Latino
## 47356                                                            Not Hispanic or Latino
## 47445                                                            Not Hispanic or Latino
## 47517 Information not provided by applicant in mail, Internet, or telephone application
## 47556                                                            Not Hispanic or Latino
## 47568                                                            Not Hispanic or Latino
## 47574                                                            Not Hispanic or Latino
## 47584                                                            Not Hispanic or Latino
## 47606                                                            Not Hispanic or Latino
## 47610                                                            Not Hispanic or Latino
## 47616                                                            Not Hispanic or Latino
## 47644                                                            Not Hispanic or Latino
## 47646                                                            Not Hispanic or Latino
## 47683 Information not provided by applicant in mail, Internet, or telephone application
## 47706                                                            Not Hispanic or Latino
## 47713                                                            Not Hispanic or Latino
## 47718                                                            Not Hispanic or Latino
## 47724                                                            Not Hispanic or Latino
## 47736                                                            Not Hispanic or Latino
## 47742                                                            Not Hispanic or Latino
## 47755                                                            Not Hispanic or Latino
## 47756                                                            Not Hispanic or Latino
## 47777                                                            Not Hispanic or Latino
## 47778                                                            Not Hispanic or Latino
## 47784                                                            Not Hispanic or Latino
## 47796                                                            Not Hispanic or Latino
## 47805                                                            Not Hispanic or Latino
## 47824                                                            Not Hispanic or Latino
## 47839                                                            Not Hispanic or Latino
## 47844                                                            Not Hispanic or Latino
## 47875                                                            Not Hispanic or Latino
## 47899                                                            Not Hispanic or Latino
## 47929                                                            Not Hispanic or Latino
## 47955                                                            Not Hispanic or Latino
## 47975                                                            Not Hispanic or Latino
## 47983                                                            Not Hispanic or Latino
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                            Not Hispanic or Latino
## 48095                                                            Not Hispanic or Latino
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                            Not Hispanic or Latino
## 48204                                                            Not Hispanic or Latino
## 48225                                                                Hispanic or Latino
## 48288                                                            Not Hispanic or Latino
## 48295                                                            Not Hispanic or Latino
## 48315 Information not provided by applicant in mail, Internet, or telephone application
## 48316                                                            Not Hispanic or Latino
## 48317                                                            Not Hispanic or Latino
## 48339 Information not provided by applicant in mail, Internet, or telephone application
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                            Not Hispanic or Latino
## 48532                                                            Not Hispanic or Latino
## 48553                                                            Not Hispanic or Latino
## 48586                                                            Not Hispanic or Latino
## 48682                                                            Not Hispanic or Latino
## 48743                                                            Not Hispanic or Latino
## 48748                                                            Not Hispanic or Latino
## 48759                                                                Hispanic or Latino
## 48766                                                                Hispanic or Latino
## 48778 Information not provided by applicant in mail, Internet, or telephone application
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                            Not Hispanic or Latino
## 48799 Information not provided by applicant in mail, Internet, or telephone application
## 48811                                                                    Not applicable
## 48814 Information not provided by applicant in mail, Internet, or telephone application
## 48834                                                            Not Hispanic or Latino
## 48844                                                            Not Hispanic or Latino
## 48988                                                            Not Hispanic or Latino
## 49015                                                            Not Hispanic or Latino
## 49045                                                            Not Hispanic or Latino
## 49054 Information not provided by applicant in mail, Internet, or telephone application
## 49055                                                            Not Hispanic or Latino
## 49069                                                            Not Hispanic or Latino
## 49091                                                            Not Hispanic or Latino
## 49146                                                                Hispanic or Latino
## 49161                                                            Not Hispanic or Latino
## 49165                                                            Not Hispanic or Latino
## 49177                                                            Not Hispanic or Latino
## 49222                                                            Not Hispanic or Latino
## 49229                                                            Not Hispanic or Latino
## 49235                                                            Not Hispanic or Latino
## 49243 Information not provided by applicant in mail, Internet, or telephone application
## 49253                                                            Not Hispanic or Latino
## 49297 Information not provided by applicant in mail, Internet, or telephone application
## 49389                                                            Not Hispanic or Latino
## 49398                                                            Not Hispanic or Latino
## 49416                                                            Not Hispanic or Latino
## 49419                                                            Not Hispanic or Latino
## 49425                                                            Not Hispanic or Latino
## 49431 Information not provided by applicant in mail, Internet, or telephone application
## 49452                                                            Not Hispanic or Latino
## 49469                                                            Not Hispanic or Latino
## 49498                                                            Not Hispanic or Latino
## 49559                                                            Not Hispanic or Latino
## 49576                                                            Not Hispanic or Latino
## 49589                                                            Not Hispanic or Latino
## 49594 Information not provided by applicant in mail, Internet, or telephone application
## 49602                                                            Not Hispanic or Latino
## 49685                                                            Not Hispanic or Latino
## 49705                                                            Not Hispanic or Latino
## 49717                                                            Not Hispanic or Latino
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763                                                            Not Hispanic or Latino
## 49769                                                            Not Hispanic or Latino
## 49771                                                            Not Hispanic or Latino
## 49779                                                            Not Hispanic or Latino
## 49785                                                            Not Hispanic or Latino
## 49877                                                            Not Hispanic or Latino
## 49923                                                            Not Hispanic or Latino
## 49924                                                            Not Hispanic or Latino
## 49926                                                            Not Hispanic or Latino
## 50012                                                            Not Hispanic or Latino
## 50047                                                            Not Hispanic or Latino
## 50055                                                            Not Hispanic or Latino
## 50060                                                            Not Hispanic or Latino
## 50062 Information not provided by applicant in mail, Internet, or telephone application
## 50079                                                            Not Hispanic or Latino
## 50092                                                            Not Hispanic or Latino
## 50098                                                            Not Hispanic or Latino
## 50105                                                            Not Hispanic or Latino
## 50124                                                            Not Hispanic or Latino
## 50130                                                            Not Hispanic or Latino
## 50142                                                            Not Hispanic or Latino
## 50145                                                            Not Hispanic or Latino
## 50148                                                            Not Hispanic or Latino
## 50158                                                            Not Hispanic or Latino
## 50160                                                            Not Hispanic or Latino
## 50166                                                            Not Hispanic or Latino
## 50172                                                            Not Hispanic or Latino
## 50200                                                            Not Hispanic or Latino
## 50220                                                            Not Hispanic or Latino
## 50224                                                            Not Hispanic or Latino
## 50227                                                            Not Hispanic or Latino
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                            Not Hispanic or Latino
## 50352                                                            Not Hispanic or Latino
## 50358                                                            Not Hispanic or Latino
## 50364                                                            Not Hispanic or Latino
## 50371                                                            Not Hispanic or Latino
## 50376 Information not provided by applicant in mail, Internet, or telephone application
## 50377                                                            Not Hispanic or Latino
## 50382                                                            Not Hispanic or Latino
## 50385                                                            Not Hispanic or Latino
## 50394                                                            Not Hispanic or Latino
## 50400                                                            Not Hispanic or Latino
## 50412                                                            Not Hispanic or Latino
## 50424                                                            Not Hispanic or Latino
## 50443                                                                    Not applicable
## 50454                                                            Not Hispanic or Latino
## 50469                                                            Not Hispanic or Latino
## 50472                                                            Not Hispanic or Latino
## 50481                                                            Not Hispanic or Latino
## 50484                                                            Not Hispanic or Latino
## 50490                                                            Not Hispanic or Latino
## 50495                                                            Not Hispanic or Latino
## 50502                                                            Not Hispanic or Latino
## 50526                                                            Not Hispanic or Latino
## 50538                                                            Not Hispanic or Latino
## 50556                                                            Not Hispanic or Latino
## 50573                                                            Not Hispanic or Latino
## 50574                                                            Not Hispanic or Latino
## 50580                                                            Not Hispanic or Latino
## 50586                                                            Not Hispanic or Latino
## 50598                                                            Not Hispanic or Latino
## 50604                                                            Not Hispanic or Latino
## 50610                                                            Not Hispanic or Latino
## 50622                                                            Not Hispanic or Latino
## 50633                                                            Not Hispanic or Latino
## 50634                                                            Not Hispanic or Latino
## 50646                                                            Not Hispanic or Latino
## 50658                                                            Not Hispanic or Latino
## 50659                                                            Not Hispanic or Latino
## 50668                                                            Not Hispanic or Latino
## 50682                                                            Not Hispanic or Latino
## 50736                                                            Not Hispanic or Latino
## 50743                                                            Not Hispanic or Latino
## 50748                                                            Not Hispanic or Latino
## 50760                                                            Not Hispanic or Latino
## 50772                                                            Not Hispanic or Latino
## 50808                                                            Not Hispanic or Latino
## 50815                                                            Not Hispanic or Latino
## 50862                                                            Not Hispanic or Latino
##                                                             co_applicant_ethnicity_name
## 1                                                                       No co-applicant
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9     Information not provided by applicant in mail, Internet, or telephone application
## 37                                                                      No co-applicant
## 51                                                                      No co-applicant
## 87                                                               Not Hispanic or Latino
## 112                                                                     No co-applicant
## 154                                                                     No co-applicant
## 171                                                                     No co-applicant
## 177                                                                     No co-applicant
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                                     No co-applicant
## 250                                                              Not Hispanic or Latino
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                                      Not applicable
## 334                                                                     No co-applicant
## 336                                                                     No co-applicant
## 361                                                                     No co-applicant
## 399                                                                     No co-applicant
## 454                                                                     No co-applicant
## 458                                                                     No co-applicant
## 472                                                              Not Hispanic or Latino
## 482                                                              Not Hispanic or Latino
## 515                                                                     No co-applicant
## 544                                                                      Not applicable
## 555                                                                     No co-applicant
## 628                                                              Not Hispanic or Latino
## 639                                                              Not Hispanic or Latino
## 652                                                                     No co-applicant
## 676                                                                     No co-applicant
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693                                                                     No co-applicant
## 697                                                                     No co-applicant
## 711                                                                     No co-applicant
## 712                                                                     No co-applicant
## 723   Information not provided by applicant in mail, Internet, or telephone application
## 728                                                              Not Hispanic or Latino
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                                     No co-applicant
## 769                                                                     No co-applicant
## 790                                                              Not Hispanic or Latino
## 795                                                                     No co-applicant
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                              Not Hispanic or Latino
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850   Information not provided by applicant in mail, Internet, or telephone application
## 856                                                                     No co-applicant
## 886                                                              Not Hispanic or Latino
## 888                                                              Not Hispanic or Latino
## 916                                                              Not Hispanic or Latino
## 933                                                                     No co-applicant
## 952                                                              Not Hispanic or Latino
## 976                                                                     No co-applicant
## 988                                                              Not Hispanic or Latino
## 1000                                                                    No co-applicant
## 1004                                                             Not Hispanic or Latino
## 1006                                                             Not Hispanic or Latino
## 1024                                                             Not Hispanic or Latino
## 1051                                                                    No co-applicant
## 1059                                                                    No co-applicant
## 1084                                                             Not Hispanic or Latino
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                             Not Hispanic or Latino
## 1131  Information not provided by applicant in mail, Internet, or telephone application
## 1133                                                             Not Hispanic or Latino
## 1168                                                                    No co-applicant
## 1186                                                             Not Hispanic or Latino
## 1192                                                                    No co-applicant
## 1204                                                             Not Hispanic or Latino
## 1214                                                             Not Hispanic or Latino
## 1294                                                             Not Hispanic or Latino
## 1306                                                                    No co-applicant
## 1307                                                                    No co-applicant
## 1311                                                             Not Hispanic or Latino
## 1327                                                                    No co-applicant
## 1353                                                                    No co-applicant
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                             Not Hispanic or Latino
## 1390                                                             Not Hispanic or Latino
## 1395                                                             Not Hispanic or Latino
## 1461                                                                    No co-applicant
## 1486                                                                    No co-applicant
## 1491                                                                    No co-applicant
## 1498                                                             Not Hispanic or Latino
## 1510                                                                    No co-applicant
## 1533                                                                 Hispanic or Latino
## 1578                                                                    No co-applicant
## 1588                                                                    No co-applicant
## 1594                                                                    No co-applicant
## 1612                                                                    No co-applicant
## 1623                                                                 Hispanic or Latino
## 1636                                                             Not Hispanic or Latino
## 1647                                                                    No co-applicant
## 1660                                                             Not Hispanic or Latino
## 1679                                                             Not Hispanic or Latino
## 1702                                                                    No co-applicant
## 1725                                                                    No co-applicant
## 1731  Information not provided by applicant in mail, Internet, or telephone application
## 1737                                                                    No co-applicant
## 1756                                                                    No co-applicant
## 1761                                                                    No co-applicant
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                             Not Hispanic or Latino
## 1798                                                                    No co-applicant
## 1803                                                                    No co-applicant
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                                    No co-applicant
## 1839                                                                    No co-applicant
## 1892                                                             Not Hispanic or Latino
## 1898                                                                    No co-applicant
## 1906                                                             Not Hispanic or Latino
## 1910                                                                    No co-applicant
## 1916  Information not provided by applicant in mail, Internet, or telephone application
## 1924                                                             Not Hispanic or Latino
## 1936                                                             Not Hispanic or Latino
## 1953                                                                    No co-applicant
## 1954                                                                    No co-applicant
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                                    No co-applicant
## 1983                                                                 Hispanic or Latino
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050                                                                    No co-applicant
## 2055                                                                    No co-applicant
## 2110                                                                    No co-applicant
## 2164                                                                    No co-applicant
## 2187                                                                    No co-applicant
## 2194                                                                    No co-applicant
## 2218                                                             Not Hispanic or Latino
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                                    No co-applicant
## 2290                                                             Not Hispanic or Latino
## 2318                                                             Not Hispanic or Latino
## 2332                                                                    No co-applicant
## 2335                                                                    No co-applicant
## 2343                                                                    No co-applicant
## 2349                                                                    No co-applicant
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                             Not Hispanic or Latino
## 2380                                                                    No co-applicant
## 2386                                                                    No co-applicant
## 2410                                                                    No co-applicant
## 2440                                                             Not Hispanic or Latino
## 2451                                                             Not Hispanic or Latino
## 2487                                                                    No co-applicant
## 2491                                                                    No co-applicant
## 2505                                                             Not Hispanic or Latino
## 2516                                                             Not Hispanic or Latino
## 2523                                                                    No co-applicant
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                                    No co-applicant
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                                    No co-applicant
## 2566                                                             Not Hispanic or Latino
## 2590                                                             Not Hispanic or Latino
## 2625                                                                    No co-applicant
## 2626                                                             Not Hispanic or Latino
## 2643                                                                    No co-applicant
## 2656  Information not provided by applicant in mail, Internet, or telephone application
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                                    No co-applicant
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747                                                                    No co-applicant
## 2774                                                                    No co-applicant
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                    No co-applicant
## 2806                                                                    No co-applicant
## 2818                                                                    No co-applicant
## 2836                                                                    No co-applicant
## 2860                                                             Not Hispanic or Latino
## 2872                                                             Not Hispanic or Latino
## 2884                                                                    No co-applicant
## 2890                                                                    No co-applicant
## 2900                                                             Not Hispanic or Latino
## 2902                                                                    No co-applicant
## 2949                                                                    No co-applicant
## 2951                                                                    No co-applicant
## 2956  Information not provided by applicant in mail, Internet, or telephone application
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                                    No co-applicant
## 3053                                                                    No co-applicant
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                             Not Hispanic or Latino
## 3123                                                                     Not applicable
## 3166                                                             Not Hispanic or Latino
## 3213                                                                    No co-applicant
## 3232                                                                    No co-applicant
## 3247                                                                    No co-applicant
## 3267                                                                    No co-applicant
## 3274                                                                    No co-applicant
## 3280                                                                    No co-applicant
## 3286                                                                    No co-applicant
## 3292                                                             Not Hispanic or Latino
## 3334  Information not provided by applicant in mail, Internet, or telephone application
## 3339  Information not provided by applicant in mail, Internet, or telephone application
## 3380                                                             Not Hispanic or Latino
## 3381                                                                    No co-applicant
## 3387                                                                    No co-applicant
## 3429                                                                    No co-applicant
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                             Not Hispanic or Latino
## 3470  Information not provided by applicant in mail, Internet, or telephone application
## 3495                                                                    No co-applicant
## 3520                                                                    No co-applicant
## 3542                                                                    No co-applicant
## 3544                                                                    No co-applicant
## 3575                                                             Not Hispanic or Latino
## 3580                                                                    No co-applicant
## 3586                                                                    No co-applicant
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592  Information not provided by applicant in mail, Internet, or telephone application
## 3615                                                                    No co-applicant
## 3630                                                                    No co-applicant
## 3660                                                             Not Hispanic or Latino
## 3664                                                                    No co-applicant
## 3690                                                             Not Hispanic or Latino
## 3736                                                                    No co-applicant
## 3743                                                                    No co-applicant
## 3749                                                                    No co-applicant
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                                    No co-applicant
## 3790                                                                    No co-applicant
## 3796                                                                    No co-applicant
## 3797                                                             Not Hispanic or Latino
## 3837                                                                    No co-applicant
## 3862                                                                    No co-applicant
## 3874                                                                    No co-applicant
## 3887                                                             Not Hispanic or Latino
## 3899                                                                    No co-applicant
## 3904                                                                    No co-applicant
## 3921                                                             Not Hispanic or Latino
## 3922                                                                    No co-applicant
## 3934  Information not provided by applicant in mail, Internet, or telephone application
## 3975                                                             Not Hispanic or Latino
## 3982                                                                    No co-applicant
## 4018                                                             Not Hispanic or Latino
## 4054  Information not provided by applicant in mail, Internet, or telephone application
## 4072                                                             Not Hispanic or Latino
## 4108                                                             Not Hispanic or Latino
## 4126                                                             Not Hispanic or Latino
## 4174                                                                 Hispanic or Latino
## 4178                                                             Not Hispanic or Latino
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                                    No co-applicant
## 4233                                                                    No co-applicant
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251                                                             Not Hispanic or Latino
## 4253  Information not provided by applicant in mail, Internet, or telephone application
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                             Not Hispanic or Latino
## 4276                                                             Not Hispanic or Latino
## 4283                                                                    No co-applicant
## 4293                                                                    No co-applicant
## 4295                                                                    No co-applicant
## 4299                                                                    No co-applicant
## 4301                                                             Not Hispanic or Latino
## 4305                                                                    No co-applicant
## 4306                                                                    No co-applicant
## 4310                                                                    No co-applicant
## 4319                                                                    No co-applicant
## 4325                                                                    No co-applicant
## 4330                                                                    No co-applicant
## 4331                                                                    No co-applicant
## 4341                                                             Not Hispanic or Latino
## 4345                                                                    No co-applicant
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                                    No co-applicant
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371  Information not provided by applicant in mail, Internet, or telephone application
## 4375                                                             Not Hispanic or Latino
## 4378                                                             Not Hispanic or Latino
## 4388                                                                    No co-applicant
## 4402                                                             Not Hispanic or Latino
## 4408                                                                    No co-applicant
## 4415                                                             Not Hispanic or Latino
## 4433                                                                    No co-applicant
## 4438                                                             Not Hispanic or Latino
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                             Not Hispanic or Latino
## 4527                                                                    No co-applicant
## 4528                                                             Not Hispanic or Latino
## 4534                                                                    No co-applicant
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558                                                                    No co-applicant
## 4560                                                             Not Hispanic or Latino
## 4582                                                                    No co-applicant
## 4597                                                                 Hispanic or Latino
## 4606                                                                    No co-applicant
## 4621                                                                 Hispanic or Latino
## 4627                                                             Not Hispanic or Latino
## 4650                                                             Not Hispanic or Latino
## 4662                                                             Not Hispanic or Latino
## 4672                                                             Not Hispanic or Latino
## 4701                                                                    No co-applicant
## 4737  Information not provided by applicant in mail, Internet, or telephone application
## 4743                                                             Not Hispanic or Latino
## 4756  Information not provided by applicant in mail, Internet, or telephone application
## 4762                                                             Not Hispanic or Latino
## 4771                                                                    No co-applicant
## 4776                                                             Not Hispanic or Latino
## 4785  Information not provided by applicant in mail, Internet, or telephone application
## 4791  Information not provided by applicant in mail, Internet, or telephone application
## 4792                                                             Not Hispanic or Latino
## 4811                                                                    No co-applicant
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823                                                                    No co-applicant
## 4848                                                                    No co-applicant
## 4849                                                                    No co-applicant
## 4852                                                             Not Hispanic or Latino
## 4859                                                                    No co-applicant
## 4866                                                                    No co-applicant
## 4869  Information not provided by applicant in mail, Internet, or telephone application
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                             Not Hispanic or Latino
## 4899                                                             Not Hispanic or Latino
## 4912                                                                    No co-applicant
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                             Not Hispanic or Latino
## 4942                                                                    No co-applicant
## 4944                                                             Not Hispanic or Latino
## 4945  Information not provided by applicant in mail, Internet, or telephone application
## 4946                                                                    No co-applicant
## 4947                                                                    No co-applicant
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                                    No co-applicant
## 4978                                                             Not Hispanic or Latino
## 4980                                                             Not Hispanic or Latino
## 4987  Information not provided by applicant in mail, Internet, or telephone application
## 5008                                                             Not Hispanic or Latino
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042                                                                    No co-applicant
## 5071                                                                    No co-applicant
## 5073                                                                    No co-applicant
## 5080                                                             Not Hispanic or Latino
## 5105                                                             Not Hispanic or Latino
## 5110                                                             Not Hispanic or Latino
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133                                                                    No co-applicant
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158                                                                    No co-applicant
## 5200                                                                    No co-applicant
## 5202                                                             Not Hispanic or Latino
## 5218                                                                     Not applicable
## 5229                                                                    No co-applicant
## 5253                                                             Not Hispanic or Latino
## 5260                                                                    No co-applicant
## 5272                                                             Not Hispanic or Latino
## 5280                                                             Not Hispanic or Latino
## 5302                                                             Not Hispanic or Latino
## 5331                                                                    No co-applicant
## 5335                                                                    No co-applicant
## 5374                                                                    No co-applicant
## 5398                                                                    No co-applicant
## 5403  Information not provided by applicant in mail, Internet, or telephone application
## 5434                                                             Not Hispanic or Latino
## 5439                                                                    No co-applicant
## 5443                                                                    No co-applicant
## 5445                                                                    No co-applicant
## 5451                                                                    No co-applicant
## 5458                                                                    No co-applicant
## 5463                                                             Not Hispanic or Latino
## 5481                                                                    No co-applicant
## 5500                                                                    No co-applicant
## 5524                                                             Not Hispanic or Latino
## 5529                                                                    No co-applicant
## 5541                                                                    No co-applicant
## 5548                                                                     Not applicable
## 5551                                                                    No co-applicant
## 5560                                                             Not Hispanic or Latino
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578  Information not provided by applicant in mail, Internet, or telephone application
## 5581                                                                    No co-applicant
## 5587                                                                    No co-applicant
## 5606                                                                    No co-applicant
## 5620                                                                    No co-applicant
## 5631  Information not provided by applicant in mail, Internet, or telephone application
## 5633                                                                    No co-applicant
## 5637                                                             Not Hispanic or Latino
## 5644                                                             Not Hispanic or Latino
## 5645                                                                    No co-applicant
## 5659                                                             Not Hispanic or Latino
## 5665                                                             Not Hispanic or Latino
## 5667                                                                    No co-applicant
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691                                                                    No co-applicant
## 5692                                                                    No co-applicant
## 5697                                                             Not Hispanic or Latino
## 5700                                                                    No co-applicant
## 5710                                                             Not Hispanic or Latino
## 5711                                                             Not Hispanic or Latino
## 5722                                                             Not Hispanic or Latino
## 5727  Information not provided by applicant in mail, Internet, or telephone application
## 5733                                                                    No co-applicant
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                                    No co-applicant
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786  Information not provided by applicant in mail, Internet, or telephone application
## 5795                                                                    No co-applicant
## 5807                                                                    No co-applicant
## 5810                                                             Not Hispanic or Latino
## 5821                                                                    No co-applicant
## 5824                                                             Not Hispanic or Latino
## 5860                                                             Not Hispanic or Latino
## 5878                                                                    No co-applicant
## 5956                                                                    No co-applicant
## 5974                                                                    No co-applicant
## 5980                                                                    No co-applicant
## 5986                                                             Not Hispanic or Latino
## 5988                                                                    No co-applicant
## 5991                                                             Not Hispanic or Latino
## 6004  Information not provided by applicant in mail, Internet, or telephone application
## 6030                                                             Not Hispanic or Latino
## 6042                                                             Not Hispanic or Latino
## 6051                                                                    No co-applicant
## 6058                                                             Not Hispanic or Latino
## 6070  Information not provided by applicant in mail, Internet, or telephone application
## 6075                                                                    No co-applicant
## 6083                                                             Not Hispanic or Latino
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088                                                                    No co-applicant
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                             Not Hispanic or Latino
## 6110                                                             Not Hispanic or Latino
## 6142                                                             Not Hispanic or Latino
## 6178  Information not provided by applicant in mail, Internet, or telephone application
## 6184                                                                    No co-applicant
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                             Not Hispanic or Latino
## 6207                                                                    No co-applicant
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226  Information not provided by applicant in mail, Internet, or telephone application
## 6237                                                                    No co-applicant
## 6244                                                                    No co-applicant
## 6256                                                                    No co-applicant
## 6328                                                             Not Hispanic or Latino
## 6334                                                             Not Hispanic or Latino
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355                                                                    No co-applicant
## 6358                                                             Not Hispanic or Latino
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376  Information not provided by applicant in mail, Internet, or telephone application
## 6379                                                                    No co-applicant
## 6385                                                             Not Hispanic or Latino
## 6399                                                             Not Hispanic or Latino
## 6401                                                             Not Hispanic or Latino
## 6413                                                             Not Hispanic or Latino
## 6421                                                                    No co-applicant
## 6425                                                             Not Hispanic or Latino
## 6431                                                             Not Hispanic or Latino
## 6438                                                             Not Hispanic or Latino
## 6459                                                                    No co-applicant
## 6464                                                                    No co-applicant
## 6467                                                                    No co-applicant
## 6485                                                             Not Hispanic or Latino
## 6492                                                             Not Hispanic or Latino
## 6495  Information not provided by applicant in mail, Internet, or telephone application
## 6503                                                             Not Hispanic or Latino
## 6512                                                                    No co-applicant
## 6517                                                                    No co-applicant
## 6525                                                             Not Hispanic or Latino
## 6526                                                             Not Hispanic or Latino
## 6533                                                                    No co-applicant
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                                    No co-applicant
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556                                                                    No co-applicant
## 6575                                                             Not Hispanic or Latino
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595  Information not provided by applicant in mail, Internet, or telephone application
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                             Not Hispanic or Latino
## 6609                                                                    No co-applicant
## 6615                                                                    No co-applicant
## 6620                                                             Not Hispanic or Latino
## 6628                                                                    No co-applicant
## 6634                                                                    No co-applicant
## 6641                                                             Not Hispanic or Latino
## 6663                                                                    No co-applicant
## 6689                                                                    No co-applicant
## 6696                                                                    No co-applicant
## 6705                                                                    No co-applicant
## 6726                                                                 Hispanic or Latino
## 6730                                                             Not Hispanic or Latino
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                                    No co-applicant
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                                    No co-applicant
## 6805                                                                    No co-applicant
## 6819                                                             Not Hispanic or Latino
## 6826                                                             Not Hispanic or Latino
## 6844                                                                    No co-applicant
## 6862                                                                    No co-applicant
## 6865                                                                    No co-applicant
## 6871                                                                    No co-applicant
## 6886  Information not provided by applicant in mail, Internet, or telephone application
## 6892                                                                    No co-applicant
## 6906                                                             Not Hispanic or Latino
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                                    No co-applicant
## 6927                                                                    No co-applicant
## 6928                                                             Not Hispanic or Latino
## 6943                                                             Not Hispanic or Latino
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                                    No co-applicant
## 6973                                                             Not Hispanic or Latino
## 7012                                                             Not Hispanic or Latino
## 7021                                                                    No co-applicant
## 7024  Information not provided by applicant in mail, Internet, or telephone application
## 7031                                                                    No co-applicant
## 7033                                                                    No co-applicant
## 7034                                                                    No co-applicant
## 7035                                                             Not Hispanic or Latino
## 7036                                                             Not Hispanic or Latino
## 7045                                                                    No co-applicant
## 7066                                                                    No co-applicant
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                                    No co-applicant
## 7087                                                             Not Hispanic or Latino
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                                    No co-applicant
## 7120                                                             Not Hispanic or Latino
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                             Not Hispanic or Latino
## 7168                                                             Not Hispanic or Latino
## 7171                                                                    No co-applicant
## 7175                                                             Not Hispanic or Latino
## 7180                                                             Not Hispanic or Latino
## 7183                                                             Not Hispanic or Latino
## 7189                                                                    No co-applicant
## 7196                                                                    No co-applicant
## 7197                                                                    No co-applicant
## 7198  Information not provided by applicant in mail, Internet, or telephone application
## 7207                                                                    No co-applicant
## 7215  Information not provided by applicant in mail, Internet, or telephone application
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                                    No co-applicant
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233  Information not provided by applicant in mail, Internet, or telephone application
## 7237                                                                    No co-applicant
## 7239                                                                    No co-applicant
## 7240                                                                 Hispanic or Latino
## 7251                                                                    No co-applicant
## 7252  Information not provided by applicant in mail, Internet, or telephone application
## 7255                                                                    No co-applicant
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                                    No co-applicant
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303  Information not provided by applicant in mail, Internet, or telephone application
## 7306                                                             Not Hispanic or Latino
## 7318                                                                    No co-applicant
## 7319                                                                    No co-applicant
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                                    No co-applicant
## 7381                                                                    No co-applicant
## 7387                                                                    No co-applicant
## 7388                                                             Not Hispanic or Latino
## 7393                                                                    No co-applicant
## 7402                                                                    No co-applicant
## 7403                                                                    No co-applicant
## 7405                                                                    No co-applicant
## 7411                                                                    No co-applicant
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                             Not Hispanic or Latino
## 7457                                                                    No co-applicant
## 7469                                                                    No co-applicant
## 7498                                                                    No co-applicant
## 7516                                                                    No co-applicant
## 7522                                                             Not Hispanic or Latino
## 7530                                                             Not Hispanic or Latino
## 7531                                                                    No co-applicant
## 7540                                                             Not Hispanic or Latino
## 7541                                                             Not Hispanic or Latino
## 7547                                                                    No co-applicant
## 7568                                                             Not Hispanic or Latino
## 7577                                                                    No co-applicant
## 7578                                                             Not Hispanic or Latino
## 7579                                                                    No co-applicant
## 7588                                                             Not Hispanic or Latino
## 7591                                                                    No co-applicant
## 7594                                                             Not Hispanic or Latino
## 7601                                                             Not Hispanic or Latino
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607                                                                    No co-applicant
## 7612  Information not provided by applicant in mail, Internet, or telephone application
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                             Not Hispanic or Latino
## 7637                                                                    No co-applicant
## 7641                                                             Not Hispanic or Latino
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664                                                                    No co-applicant
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                             Not Hispanic or Latino
## 7677                                                                    No co-applicant
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                                    No co-applicant
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                             Not Hispanic or Latino
## 7786                                                                    No co-applicant
## 7805                                                                    No co-applicant
## 7809                                                                    No co-applicant
## 7816  Information not provided by applicant in mail, Internet, or telephone application
## 7817                                                                    No co-applicant
## 7828                                                                    No co-applicant
## 7829                                                             Not Hispanic or Latino
## 7846                                                             Not Hispanic or Latino
## 7856                                                                    No co-applicant
## 7864                                                                    No co-applicant
## 7894                                                             Not Hispanic or Latino
## 7909                                                                    No co-applicant
## 7915                                                                    No co-applicant
## 7940                                                                    No co-applicant
## 7966                                                             Not Hispanic or Latino
## 7991                                                                    No co-applicant
## 7996                                                                    No co-applicant
## 8007                                                                    No co-applicant
## 8015  Information not provided by applicant in mail, Internet, or telephone application
## 8035                                                                    No co-applicant
## 8038                                                             Not Hispanic or Latino
## 8042  Information not provided by applicant in mail, Internet, or telephone application
## 8044                                                             Not Hispanic or Latino
## 8056                                                             Not Hispanic or Latino
## 8081                                                                    No co-applicant
## 8086                                                             Not Hispanic or Latino
## 8104                                                                    No co-applicant
## 8122                                                                    No co-applicant
## 8150                                                                    No co-applicant
## 8152                                                             Not Hispanic or Latino
## 8206  Information not provided by applicant in mail, Internet, or telephone application
## 8210                                                             Not Hispanic or Latino
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266                                                                    No co-applicant
## 8267  Information not provided by applicant in mail, Internet, or telephone application
## 8272                                                                    No co-applicant
## 8282                                                             Not Hispanic or Latino
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                                    No co-applicant
## 8344                                                                    No co-applicant
## 8353                                                             Not Hispanic or Latino
## 8359                                                                    No co-applicant
## 8374                                                             Not Hispanic or Latino
## 8398                                                             Not Hispanic or Latino
## 8401                                                             Not Hispanic or Latino
## 8404                                                                    No co-applicant
## 8439                                                                    No co-applicant
## 8489                                                                    No co-applicant
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                                    No co-applicant
## 8542                                                             Not Hispanic or Latino
## 8545                                                                    No co-applicant
## 8561                                                                    No co-applicant
## 8596                                                             Not Hispanic or Latino
## 8614                                                                    No co-applicant
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                                    No co-applicant
## 8669                                                             Not Hispanic or Latino
## 8686                                                             Not Hispanic or Latino
## 8692                                                                    No co-applicant
## 8697                                                                    No co-applicant
## 8698                                                                    No co-applicant
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                                    No co-applicant
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                             Not Hispanic or Latino
## 8783                                                                    No co-applicant
## 8788                                                             Not Hispanic or Latino
## 8797  Information not provided by applicant in mail, Internet, or telephone application
## 8806                                                             Not Hispanic or Latino
## 8812                                                             Not Hispanic or Latino
## 8818                                                                    No co-applicant
## 8821  Information not provided by applicant in mail, Internet, or telephone application
## 8896                                                             Not Hispanic or Latino
## 8932                                                             Not Hispanic or Latino
## 9004                                                             Not Hispanic or Latino
## 9022                                                             Not Hispanic or Latino
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                             Not Hispanic or Latino
## 9052  Information not provided by applicant in mail, Internet, or telephone application
## 9058                                                                    No co-applicant
## 9082                                                             Not Hispanic or Latino
## 9088                                                             Not Hispanic or Latino
## 9113                                                             Not Hispanic or Latino
## 9119                                                                    No co-applicant
## 9141                                                                    No co-applicant
## 9148                                                                    No co-applicant
## 9149                                                                    No co-applicant
## 9155                                                                    No co-applicant
## 9160                                                                    No co-applicant
## 9181                                                                    No co-applicant
## 9184                                                             Not Hispanic or Latino
## 9191                                                                    No co-applicant
## 9196                                                                    No co-applicant
## 9197                                                                    No co-applicant
## 9199                                                                    No co-applicant
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205                                                                    No co-applicant
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247                                                                    No co-applicant
## 9253                                                                    No co-applicant
## 9256                                                                    No co-applicant
## 9271                                                                    No co-applicant
## 9279                                                                    No co-applicant
## 9280                                                             Not Hispanic or Latino
## 9289                                                                    No co-applicant
## 9295                                                                    No co-applicant
## 9317                                                                    No co-applicant
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                                    No co-applicant
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359                                                                    No co-applicant
## 9361                                                                    No co-applicant
## 9365                                                             Not Hispanic or Latino
## 9371                                                                    No co-applicant
## 9376                                                                    No co-applicant
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                                    No co-applicant
## 9429                                                             Not Hispanic or Latino
## 9436                                                             Not Hispanic or Latino
## 9484                                                                    No co-applicant
## 9496  Information not provided by applicant in mail, Internet, or telephone application
## 9502                                                             Not Hispanic or Latino
## 9526                                                             Not Hispanic or Latino
## 9532                                                                    No co-applicant
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                             Not Hispanic or Latino
## 9563                                                                    No co-applicant
## 9574                                                             Not Hispanic or Latino
## 9580                                                             Not Hispanic or Latino
## 9586                                                             Not Hispanic or Latino
## 9625                                                                    No co-applicant
## 9641                                                                    No co-applicant
## 9646                                                                    No co-applicant
## 9655                                                                    No co-applicant
## 9658                                                             Not Hispanic or Latino
## 9661                                                                    No co-applicant
## 9688                                                                    No co-applicant
## 9700                                                             Not Hispanic or Latino
## 9701                                                                    No co-applicant
## 9707                                                                    No co-applicant
## 9713                                                                    No co-applicant
## 9717                                                             Not Hispanic or Latino
## 9732                                                                    No co-applicant
## 9754                                                                    No co-applicant
## 9756                                                             Not Hispanic or Latino
## 9768                                                             Not Hispanic or Latino
## 9773                                                                    No co-applicant
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                                    No co-applicant
## 9865                                                             Not Hispanic or Latino
## 9880                                                             Not Hispanic or Latino
## 9882                                                             Not Hispanic or Latino
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                                    No co-applicant
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913                                                                    No co-applicant
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940                                                                    No co-applicant
## 9955                                                                    No co-applicant
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                             Not Hispanic or Latino
## 9971                                                                    No co-applicant
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024                                                                   No co-applicant
## 10048                                                            Not Hispanic or Latino
## 10054                                                            Not Hispanic or Latino
## 10078                                                            Not Hispanic or Latino
## 10114                                                            Not Hispanic or Latino
## 10123                                                                   No co-applicant
## 10128                                                                   No co-applicant
## 10145                                                            Not Hispanic or Latino
## 10152                                                                   No co-applicant
## 10176                                                                   No co-applicant
## 10188                                                            Not Hispanic or Latino
## 10193                                                            Not Hispanic or Latino
## 10222                                                                   No co-applicant
## 10234                                                                    Not applicable
## 10253                                                                   No co-applicant
## 10273                                                            Not Hispanic or Latino
## 10280                                                                   No co-applicant
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297                                                                   No co-applicant
## 10303                                                                   No co-applicant
## 10306                                                                   No co-applicant
## 10312                                                            Not Hispanic or Latino
## 10318                                                            Not Hispanic or Latino
## 10369                                                            Not Hispanic or Latino
## 10379                                                                   No co-applicant
## 10388                                                                Hispanic or Latino
## 10390                                                                   No co-applicant
## 10420                                                            Not Hispanic or Latino
## 10467                                                            Not Hispanic or Latino
## 10486                                                            Not Hispanic or Latino
## 10515                                                                    Not applicable
## 10531                                                            Not Hispanic or Latino
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                                   No co-applicant
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                                   No co-applicant
## 10541                                                                   No co-applicant
## 10551                                                            Not Hispanic or Latino
## 10554                                                            Not Hispanic or Latino
## 10566                                                            Not Hispanic or Latino
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                            Not Hispanic or Latino
## 10591                                                                   No co-applicant
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                                   No co-applicant
## 10623                                                            Not Hispanic or Latino
## 10631                                                                   No co-applicant
## 10637                                                                   No co-applicant
## 10641                                                            Not Hispanic or Latino
## 10648                                                                   No co-applicant
## 10663                                                                Hispanic or Latino
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711                                                                   No co-applicant
## 10747                                                                   No co-applicant
## 10759                                                                   No co-applicant
## 10781                                                                   No co-applicant
## 10789                                                                   No co-applicant
## 10795                                                                   No co-applicant
## 10804                                                                   No co-applicant
## 10805                                                                   No co-applicant
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                                   No co-applicant
## 10852                                                                   No co-applicant
## 10853                                                                   No co-applicant
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892                                                            Not Hispanic or Latino
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                            Not Hispanic or Latino
## 10919                                                                   No co-applicant
## 10924 Information not provided by applicant in mail, Internet, or telephone application
## 10939                                                                   No co-applicant
## 10945                                                                   No co-applicant
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023                                                                   No co-applicant
## 11026                                                            Not Hispanic or Latino
## 11044                                                                   No co-applicant
## 11053                                                                   No co-applicant
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                            Not Hispanic or Latino
## 11065                                                            Not Hispanic or Latino
## 11068                                                                Hispanic or Latino
## 11071                                                            Not Hispanic or Latino
## 11074                                                                   No co-applicant
## 11095                                                                   No co-applicant
## 11098                                                                   No co-applicant
## 11099                                                                    Not applicable
## 11102                                                            Not Hispanic or Latino
## 11111                                                                   No co-applicant
## 11119                                                                   No co-applicant
## 11151                                                            Not Hispanic or Latino
## 11165                                                                   No co-applicant
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185                                                                   No co-applicant
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215                                                                   No co-applicant
## 11224 Information not provided by applicant in mail, Internet, or telephone application
## 11230                                                                   No co-applicant
## 11242                                                            Not Hispanic or Latino
## 11253                                                                   No co-applicant
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                            Not Hispanic or Latino
## 11291                                                            Not Hispanic or Latino
## 11297                                                            Not Hispanic or Latino
## 11302 Information not provided by applicant in mail, Internet, or telephone application
## 11309                                                            Not Hispanic or Latino
## 11318                                                                   No co-applicant
## 11329                                                                   No co-applicant
## 11341                                                                   No co-applicant
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                                   No co-applicant
## 11372                                                                   No co-applicant
## 11389                                                            Not Hispanic or Latino
## 11395                                                            Not Hispanic or Latino
## 11404                                                                   No co-applicant
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                            Not Hispanic or Latino
## 11415                                                                   No co-applicant
## 11425                                                                   No co-applicant
## 11452                                                            Not Hispanic or Latino
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                                   No co-applicant
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                            Not Hispanic or Latino
## 11499                                                                   No co-applicant
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533                                                                   No co-applicant
## 11536                                                                   No co-applicant
## 11551                                                                   No co-applicant
## 11560 Information not provided by applicant in mail, Internet, or telephone application
## 11562                                                            Not Hispanic or Latino
## 11576                                                                   No co-applicant
## 11581                                                            Not Hispanic or Latino
## 11593                                                                   No co-applicant
## 11596 Information not provided by applicant in mail, Internet, or telephone application
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                                   No co-applicant
## 11611                                                                   No co-applicant
## 11620                                                            Not Hispanic or Latino
## 11629                                                            Not Hispanic or Latino
## 11638                                                                   No co-applicant
## 11650 Information not provided by applicant in mail, Internet, or telephone application
## 11656                                                            Not Hispanic or Latino
## 11684                                                            Not Hispanic or Latino
## 11704                                                                   No co-applicant
## 11708 Information not provided by applicant in mail, Internet, or telephone application
## 11710                                                                   No co-applicant
## 11714                                                            Not Hispanic or Latino
## 11725                                                                   No co-applicant
## 11749                                                                   No co-applicant
## 11761 Information not provided by applicant in mail, Internet, or telephone application
## 11764                                                                   No co-applicant
## 11767                                                                   No co-applicant
## 11769                                                                   No co-applicant
## 11773                                                                   No co-applicant
## 11794                                                            Not Hispanic or Latino
## 11797                                                                   No co-applicant
## 11802                                                            Not Hispanic or Latino
## 11807                                                                   No co-applicant
## 11809                                                                   No co-applicant
## 11810                                                            Not Hispanic or Latino
## 11825                                                            Not Hispanic or Latino
## 11830                                                            Not Hispanic or Latino
## 11839 Information not provided by applicant in mail, Internet, or telephone application
## 11854                                                            Not Hispanic or Latino
## 11869                                                                   No co-applicant
## 11893                                                                   No co-applicant
## 11927                                                                   No co-applicant
## 11929                                                                   No co-applicant
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                                   No co-applicant
## 11950                                                            Not Hispanic or Latino
## 11951                                                                   No co-applicant
## 11958                                                            Not Hispanic or Latino
## 11983                                                                   No co-applicant
## 12013                                                                   No co-applicant
## 12014                                                            Not Hispanic or Latino
## 12019                                                                   No co-applicant
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033                                                                   No co-applicant
## 12035                                                                   No co-applicant
## 12041                                                                   No co-applicant
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                            Not Hispanic or Latino
## 12091                                                            Not Hispanic or Latino
## 12092                                                                   No co-applicant
## 12101                                                            Not Hispanic or Latino
## 12113                                                                   No co-applicant
## 12121                                                                   No co-applicant
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                                   No co-applicant
## 12131                                                                   No co-applicant
## 12133                                                                   No co-applicant
## 12139                                                            Not Hispanic or Latino
## 12145                                                            Not Hispanic or Latino
## 12168                                                                   No co-applicant
## 12169                                                                   No co-applicant
## 12187                                                                Hispanic or Latino
## 12194                                                                   No co-applicant
## 12199                                                            Not Hispanic or Latino
## 12232                                                                   No co-applicant
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250                                                                   No co-applicant
## 12253                                                                   No co-applicant
## 12271 Information not provided by applicant in mail, Internet, or telephone application
## 12293                                                                   No co-applicant
## 12295                                                            Not Hispanic or Latino
## 12301                                                                   No co-applicant
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                                   No co-applicant
## 12343                                                                   No co-applicant
## 12347                                                                   No co-applicant
## 12371                                                            Not Hispanic or Latino
## 12376                                                                   No co-applicant
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                                   No co-applicant
## 12397                                                            Not Hispanic or Latino
## 12406                                                            Not Hispanic or Latino
## 12418                                                            Not Hispanic or Latino
## 12421                                                                   No co-applicant
## 12424 Information not provided by applicant in mail, Internet, or telephone application
## 12427 Information not provided by applicant in mail, Internet, or telephone application
## 12445                                                                   No co-applicant
## 12447                                                                   No co-applicant
## 12454                                                                   No co-applicant
## 12468                                                                   No co-applicant
## 12469                                                            Not Hispanic or Latino
## 12481                                                                   No co-applicant
## 12487                                                                   No co-applicant
## 12493                                                                   No co-applicant
## 12496 Information not provided by applicant in mail, Internet, or telephone application
## 12502                                                            Not Hispanic or Latino
## 12507                                                                   No co-applicant
## 12511                                                                   No co-applicant
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                                   No co-applicant
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                            Not Hispanic or Latino
## 12538                                                                   No co-applicant
## 12541                                                            Not Hispanic or Latino
## 12547 Information not provided by applicant in mail, Internet, or telephone application
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559 Information not provided by applicant in mail, Internet, or telephone application
## 12565                                                                   No co-applicant
## 12586                                                                   No co-applicant
## 12592                                                                   No co-applicant
## 12600                                                            Not Hispanic or Latino
## 12605 Information not provided by applicant in mail, Internet, or telephone application
## 12607                                                                   No co-applicant
## 12610                                                                   No co-applicant
## 12613                                                                   No co-applicant
## 12616                                                            Not Hispanic or Latino
## 12617                                                                   No co-applicant
## 12623                                                            Not Hispanic or Latino
## 12638                                                            Not Hispanic or Latino
## 12640                                                            Not Hispanic or Latino
## 12643                                                                   No co-applicant
## 12646                                                                   No co-applicant
## 12677                                                            Not Hispanic or Latino
## 12685                                                            Not Hispanic or Latino
## 12700                                                                Hispanic or Latino
## 12703                                                                   No co-applicant
## 12706 Information not provided by applicant in mail, Internet, or telephone application
## 12739 Information not provided by applicant in mail, Internet, or telephone application
## 12745                                                                   No co-applicant
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                                   No co-applicant
## 12823                                                                   No co-applicant
## 12826                                                            Not Hispanic or Latino
## 12833                                                                   No co-applicant
## 12835                                                                   No co-applicant
## 12842                                                                   No co-applicant
## 12847                                                                   No co-applicant
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                            Not Hispanic or Latino
## 12882                                                            Not Hispanic or Latino
## 12886                                                                   No co-applicant
## 12892                                                                   No co-applicant
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                                   No co-applicant
## 12940                                                                   No co-applicant
## 12946                                                            Not Hispanic or Latino
## 12958                                                                   No co-applicant
## 12981                                                                   No co-applicant
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                                   No co-applicant
## 13020                                                                Hispanic or Latino
## 13039                                                            Not Hispanic or Latino
## 13048                                                                   No co-applicant
## 13073                                                            Not Hispanic or Latino
## 13075                                                                   No co-applicant
## 13078                                                                   No co-applicant
## 13081                                                            Not Hispanic or Latino
## 13087                                                                   No co-applicant
## 13093                                                                   No co-applicant
## 13114                                                                   No co-applicant
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                            Not Hispanic or Latino
## 13141                                                                   No co-applicant
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                                   No co-applicant
## 13155                                                            Not Hispanic or Latino
## 13171                                                            Not Hispanic or Latino
## 13180                                                            Not Hispanic or Latino
## 13189                                                                   No co-applicant
## 13192                                                            Not Hispanic or Latino
## 13198                                                                    Not applicable
## 13207                                                                   No co-applicant
## 13209                                                            Not Hispanic or Latino
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                            Not Hispanic or Latino
## 13228                                                            Not Hispanic or Latino
## 13231                                                            Not Hispanic or Latino
## 13246                                                                   No co-applicant
## 13249                                                            Not Hispanic or Latino
## 13273                                                                   No co-applicant
## 13285                                                                   No co-applicant
## 13289                                                            Not Hispanic or Latino
## 13315                                                                   No co-applicant
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                                   No co-applicant
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                            Not Hispanic or Latino
## 13393                                                                   No co-applicant
## 13406                                                            Not Hispanic or Latino
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                                   No co-applicant
## 13414                                                            Not Hispanic or Latino
## 13420                                                            Not Hispanic or Latino
## 13421                                                                   No co-applicant
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                                   No co-applicant
## 13447                                                                   No co-applicant
## 13453 Information not provided by applicant in mail, Internet, or telephone application
## 13457                                                                Hispanic or Latino
## 13477                                                                   No co-applicant
## 13483 Information not provided by applicant in mail, Internet, or telephone application
## 13492                                                                   No co-applicant
## 13495                                                                   No co-applicant
## 13504                                                            Not Hispanic or Latino
## 13513                                                                   No co-applicant
## 13522                                                                   No co-applicant
## 13525                                                                   No co-applicant
## 13540                                                            Not Hispanic or Latino
## 13543                                                                   No co-applicant
## 13552                                                                   No co-applicant
## 13561                                                                   No co-applicant
## 13570                                                                   No co-applicant
## 13579                                                                   No co-applicant
## 13597                                                                   No co-applicant
## 13612                                                                   No co-applicant
## 13621                                                            Not Hispanic or Latino
## 13627                                                            Not Hispanic or Latino
## 13630                                                            Not Hispanic or Latino
## 13636                                                                   No co-applicant
## 13646                                                            Not Hispanic or Latino
## 13651                                                                   No co-applicant
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                                   No co-applicant
## 13669                                                                   No co-applicant
## 13680                                                            Not Hispanic or Latino
## 13708                                                                   No co-applicant
## 13720                                                                   No co-applicant
## 13723                                                                   No co-applicant
## 13727                                                            Not Hispanic or Latino
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                                   No co-applicant
## 13745                                                                   No co-applicant
## 13755                                                                   No co-applicant
## 13771                                                                   No co-applicant
## 13789                                                                   No co-applicant
## 13803                                                                   No co-applicant
## 13832                                                            Not Hispanic or Latino
## 13836                                                                   No co-applicant
## 13852                                                                   No co-applicant
## 13861                                                            Not Hispanic or Latino
## 13907                                                            Not Hispanic or Latino
## 13913                                                            Not Hispanic or Latino
## 13915                                                            Not Hispanic or Latino
## 13936 Information not provided by applicant in mail, Internet, or telephone application
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                                   No co-applicant
## 13975                                                            Not Hispanic or Latino
## 13984                                                                   No co-applicant
## 13993                                                                   No co-applicant
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011                                                                   No co-applicant
## 14053 Information not provided by applicant in mail, Internet, or telephone application
## 14065                                                                   No co-applicant
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                                                   No co-applicant
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107                                                                   No co-applicant
## 14113                                                                   No co-applicant
## 14114                                                            Not Hispanic or Latino
## 14131                                                                   No co-applicant
## 14152                                                            Not Hispanic or Latino
## 14155                                                            Not Hispanic or Latino
## 14161                                                                   No co-applicant
## 14194                                                                   No co-applicant
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203                                                                   No co-applicant
## 14221                                                                   No co-applicant
## 14224                                                            Not Hispanic or Latino
## 14236                                                            Not Hispanic or Latino
## 14239                                                                   No co-applicant
## 14243                                                                   No co-applicant
## 14245                                                            Not Hispanic or Latino
## 14248                                                            Not Hispanic or Latino
## 14257                                                                   No co-applicant
## 14259                                                            Not Hispanic or Latino
## 14278                                                                   No co-applicant
## 14290                                                                   No co-applicant
## 14293 Information not provided by applicant in mail, Internet, or telephone application
## 14298                                                            Not Hispanic or Latino
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                            Not Hispanic or Latino
## 14323                                                            Not Hispanic or Latino
## 14335                                                                   No co-applicant
## 14338                                                                Hispanic or Latino
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                                   No co-applicant
## 14362                                                                   No co-applicant
## 14367                                                                   No co-applicant
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380                                                                   No co-applicant
## 14389 Information not provided by applicant in mail, Internet, or telephone application
## 14392                                                                   No co-applicant
## 14398                                                            Not Hispanic or Latino
## 14401                                                                   No co-applicant
## 14404                                                            Not Hispanic or Latino
## 14411                                                                   No co-applicant
## 14414                                                            Not Hispanic or Latino
## 14419 Information not provided by applicant in mail, Internet, or telephone application
## 14425                                                                   No co-applicant
## 14434                                                                   No co-applicant
## 14437                                                                   No co-applicant
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449 Information not provided by applicant in mail, Internet, or telephone application
## 14455                                                                   No co-applicant
## 14464                                                                   No co-applicant
## 14471                                                            Not Hispanic or Latino
## 14473                                                                   No co-applicant
## 14491                                                                   No co-applicant
## 14533                                                                   No co-applicant
## 14536                                                                   No co-applicant
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555                                                                   No co-applicant
## 14568                                                                   No co-applicant
## 14591                                                                    Not applicable
## 14601                                                                   No co-applicant
## 14617                                                                   No co-applicant
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                            Not Hispanic or Latino
## 14660                                                                   No co-applicant
## 14664                                                            Not Hispanic or Latino
## 14668                                                            Not Hispanic or Latino
## 14690                                                                   No co-applicant
## 14692                                                            Not Hispanic or Latino
## 14695                                                                   No co-applicant
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713                                                            Not Hispanic or Latino
## 14725 Information not provided by applicant in mail, Internet, or telephone application
## 14731                                                                   No co-applicant
## 14743                                                            Not Hispanic or Latino
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                            Not Hispanic or Latino
## 14767                                                                   No co-applicant
## 14794                                                                   No co-applicant
## 14806                                                            Not Hispanic or Latino
## 14815 Information not provided by applicant in mail, Internet, or telephone application
## 14816                                                            Not Hispanic or Latino
## 14825                                                                   No co-applicant
## 14833                                                                   No co-applicant
## 14896                                                                   No co-applicant
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                            Not Hispanic or Latino
## 14932                                                            Not Hispanic or Latino
## 14956                                                            Not Hispanic or Latino
## 14974                                                                   No co-applicant
## 14983                                                                   No co-applicant
## 14992                                                                   No co-applicant
## 14995                                                            Not Hispanic or Latino
## 15012                                                                   No co-applicant
## 15038                                                            Not Hispanic or Latino
## 15043                                                                   No co-applicant
## 15082                                                                   No co-applicant
## 15103                                                                   No co-applicant
## 15112                                                                   No co-applicant
## 15127                                                                   No co-applicant
## 15154                                                                   No co-applicant
## 15175                                                                   No co-applicant
## 15177                                                            Not Hispanic or Latino
## 15191                                                                   No co-applicant
## 15211                                                                   No co-applicant
## 15229 Information not provided by applicant in mail, Internet, or telephone application
## 15232                                                                   No co-applicant
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244 Information not provided by applicant in mail, Internet, or telephone application
## 15253                                                                   No co-applicant
## 15262                                                                   No co-applicant
## 15265                                                                   No co-applicant
## 15286                                                                   No co-applicant
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                                   No co-applicant
## 15315                                                            Not Hispanic or Latino
## 15317                                                                Hispanic or Latino
## 15319 Information not provided by applicant in mail, Internet, or telephone application
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                                   No co-applicant
## 15334                                                                   No co-applicant
## 15339                                                                   No co-applicant
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                                   No co-applicant
## 15367                                                                   No co-applicant
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                                   No co-applicant
## 15403                                                                Hispanic or Latino
## 15410                                                                   No co-applicant
## 15441                                                                   No co-applicant
## 15446 Information not provided by applicant in mail, Internet, or telephone application
## 15508                                                                   No co-applicant
## 15520                                                                   No co-applicant
## 15532                                                            Not Hispanic or Latino
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                                   No co-applicant
## 15556                                                                   No co-applicant
## 15565                                                            Not Hispanic or Latino
## 15573                                                            Not Hispanic or Latino
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                            Not Hispanic or Latino
## 15600                                                            Not Hispanic or Latino
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617                                                                   No co-applicant
## 15628                                                                   No co-applicant
## 15631 Information not provided by applicant in mail, Internet, or telephone application
## 15641                                                                   No co-applicant
## 15646                                                            Not Hispanic or Latino
## 15661                                                                   No co-applicant
## 15667                                                                   No co-applicant
## 15680                                                                   No co-applicant
## 15699                                                                   No co-applicant
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                            Not Hispanic or Latino
## 15730                                                            Not Hispanic or Latino
## 15735                                                                   No co-applicant
## 15736                                                            Not Hispanic or Latino
## 15751 Information not provided by applicant in mail, Internet, or telephone application
## 15753                                                                   No co-applicant
## 15770                                                                    Not applicable
## 15774                                                            Not Hispanic or Latino
## 15775                                                            Not Hispanic or Latino
## 15781                                                                   No co-applicant
## 15784                                                            Not Hispanic or Latino
## 15804                                                                   No co-applicant
## 15805                                                                   No co-applicant
## 15809                                                            Not Hispanic or Latino
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                            Not Hispanic or Latino
## 15856                                                                   No co-applicant
## 15863                                                                   No co-applicant
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                                   No co-applicant
## 15871                                                                   No co-applicant
## 15877                                                            Not Hispanic or Latino
## 15883                                                                   No co-applicant
## 15910                                                                   No co-applicant
## 15915                                                                   No co-applicant
## 15983                                                            Not Hispanic or Latino
## 15988                                                            Not Hispanic or Latino
## 15991                                                                   No co-applicant
## 16000                                                                   No co-applicant
## 16024                                                                   No co-applicant
## 16033                                                                   No co-applicant
## 16039                                                                   No co-applicant
## 16045 Information not provided by applicant in mail, Internet, or telephone application
## 16048                                                            Not Hispanic or Latino
## 16057                                                                   No co-applicant
## 16060                                                            Not Hispanic or Latino
## 16066                                                                   No co-applicant
## 16081                                                            Not Hispanic or Latino
## 16090                                                            Not Hispanic or Latino
## 16100                                                                   No co-applicant
## 16101                                                                   No co-applicant
## 16129                                                            Not Hispanic or Latino
## 16137                                                            Not Hispanic or Latino
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                                   No co-applicant
## 16162                                                                    Not applicable
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                            Not Hispanic or Latino
## 16176                                                            Not Hispanic or Latino
## 16180                                                                   No co-applicant
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201                                                                   No co-applicant
## 16203                                                                   No co-applicant
## 16209                                                                   No co-applicant
## 16222                                                            Not Hispanic or Latino
## 16228                                                            Not Hispanic or Latino
## 16243                                                                   No co-applicant
## 16248                                                            Not Hispanic or Latino
## 16256                                                                   No co-applicant
## 16261                                                                   No co-applicant
## 16267                                                                   No co-applicant
## 16273                                                            Not Hispanic or Latino
## 16281                                                                   No co-applicant
## 16285                                                                   No co-applicant
## 16287                                                                   No co-applicant
## 16293                                                                   No co-applicant
## 16294                                                                   No co-applicant
## 16309                                                            Not Hispanic or Latino
## 16312 Information not provided by applicant in mail, Internet, or telephone application
## 16321                                                            Not Hispanic or Latino
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                            Not Hispanic or Latino
## 16362                                                            Not Hispanic or Latino
## 16365                                                                   No co-applicant
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405                                                                   No co-applicant
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414                                                                   No co-applicant
## 16423                                                                   No co-applicant
## 16437                                                            Not Hispanic or Latino
## 16459                                                                   No co-applicant
## 16462                                                            Not Hispanic or Latino
## 16468                                                            Not Hispanic or Latino
## 16519 Information not provided by applicant in mail, Internet, or telephone application
## 16525                                                                   No co-applicant
## 16531                                                                   No co-applicant
## 16549                                                                   No co-applicant
## 16555 Information not provided by applicant in mail, Internet, or telephone application
## 16556                                                            Not Hispanic or Latino
## 16573                                                                    Not applicable
## 16576                                                            Not Hispanic or Latino
## 16582                                                            Not Hispanic or Latino
## 16597                                                                   No co-applicant
## 16601                                                                   No co-applicant
## 16611                                                                   No co-applicant
## 16624                                                            Not Hispanic or Latino
## 16631                                                            Not Hispanic or Latino
## 16635 Information not provided by applicant in mail, Internet, or telephone application
## 16643                                                                   No co-applicant
## 16648                                                                   No co-applicant
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684 Information not provided by applicant in mail, Internet, or telephone application
## 16695                                                                   No co-applicant
## 16702                                                                   No co-applicant
## 16705                                                            Not Hispanic or Latino
## 16710                                                                   No co-applicant
## 16711                                                                   No co-applicant
## 16715                                                                   No co-applicant
## 16720                                                                   No co-applicant
## 16722                                                            Not Hispanic or Latino
## 16732                                                            Not Hispanic or Latino
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                                   No co-applicant
## 16755                                                            Not Hispanic or Latino
## 16756                                                            Not Hispanic or Latino
## 16758                                                                   No co-applicant
## 16759                                                                   No co-applicant
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                                   No co-applicant
## 16791 Information not provided by applicant in mail, Internet, or telephone application
## 16800                                                                   No co-applicant
## 16810                                                            Not Hispanic or Latino
## 16827                                                                   No co-applicant
## 16843 Information not provided by applicant in mail, Internet, or telephone application
## 16847                                                                   No co-applicant
## 16861 Information not provided by applicant in mail, Internet, or telephone application
## 16869                                                                   No co-applicant
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                            Not Hispanic or Latino
## 16879                                                                   No co-applicant
## 16889                                                                   No co-applicant
## 16891                                                                   No co-applicant
## 16894                                                                   No co-applicant
## 16903                                                                   No co-applicant
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                            Not Hispanic or Latino
## 16933                                                                   No co-applicant
## 16951                                                            Not Hispanic or Latino
## 16955                                                            Not Hispanic or Latino
## 16989 Information not provided by applicant in mail, Internet, or telephone application
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                                   No co-applicant
## 17044                                                            Not Hispanic or Latino
## 17045                                                            Not Hispanic or Latino
## 17059                                                            Not Hispanic or Latino
## 17071 Information not provided by applicant in mail, Internet, or telephone application
## 17074                                                            Not Hispanic or Latino
## 17080                                                                   No co-applicant
## 17086                                                                   No co-applicant
## 17088                                                            Not Hispanic or Latino
## 17094                                                            Not Hispanic or Latino
## 17102                                                                   No co-applicant
## 17113 Information not provided by applicant in mail, Internet, or telephone application
## 17116                                                            Not Hispanic or Latino
## 17117                                                            Not Hispanic or Latino
## 17130                                                            Not Hispanic or Latino
## 17133 Information not provided by applicant in mail, Internet, or telephone application
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                                   No co-applicant
## 17149                                                            Not Hispanic or Latino
## 17151                                                            Not Hispanic or Latino
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                            Not Hispanic or Latino
## 17166                                                                   No co-applicant
## 17167                                                                   No co-applicant
## 17179                                                                   No co-applicant
## 17183                                                            Not Hispanic or Latino
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                                Hispanic or Latino
## 17197 Information not provided by applicant in mail, Internet, or telephone application
## 17206                                                            Not Hispanic or Latino
## 17212                                                                   No co-applicant
## 17215                                                                   No co-applicant
## 17221                                                                   No co-applicant
## 17233                                                            Not Hispanic or Latino
## 17238                                                                   No co-applicant
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                            Not Hispanic or Latino
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263                                                                   No co-applicant
## 17272                                                                   No co-applicant
## 17278                                                            Not Hispanic or Latino
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                                   No co-applicant
## 17317                                                            Not Hispanic or Latino
## 17320                                                                   No co-applicant
## 17322                                                                   No co-applicant
## 17335                                                                   No co-applicant
## 17368                                                                   No co-applicant
## 17388                                                                   No co-applicant
## 17392                                                                   No co-applicant
## 17424                                                            Not Hispanic or Latino
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                            Not Hispanic or Latino
## 17440                                                                   No co-applicant
## 17465                                                            Not Hispanic or Latino
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497                                                                   No co-applicant
## 17514                                                            Not Hispanic or Latino
## 17531                                                            Not Hispanic or Latino
## 17532                                                            Not Hispanic or Latino
## 17536                                                            Not Hispanic or Latino
## 17539                                                                   No co-applicant
## 17541                                                            Not Hispanic or Latino
## 17545                                                            Not Hispanic or Latino
## 17557                                                            Not Hispanic or Latino
## 17560                                                            Not Hispanic or Latino
## 17562                                                                   No co-applicant
## 17578                                                                   No co-applicant
## 17584                                                            Not Hispanic or Latino
## 17587 Information not provided by applicant in mail, Internet, or telephone application
## 17591                                                            Not Hispanic or Latino
## 17592                                                                   No co-applicant
## 17594 Information not provided by applicant in mail, Internet, or telephone application
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                                   No co-applicant
## 17630                                                                   No co-applicant
## 17635                                                                   No co-applicant
## 17643                                                            Not Hispanic or Latino
## 17644                                                                   No co-applicant
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647                                                                   No co-applicant
## 17650                                                                   No co-applicant
## 17656                                                                   No co-applicant
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665                                                            Not Hispanic or Latino
## 17674                                                            Not Hispanic or Latino
## 17675 Information not provided by applicant in mail, Internet, or telephone application
## 17683                                                                   No co-applicant
## 17689                                                            Not Hispanic or Latino
## 17698                                                            Not Hispanic or Latino
## 17701 Information not provided by applicant in mail, Internet, or telephone application
## 17707 Information not provided by applicant in mail, Internet, or telephone application
## 17713 Information not provided by applicant in mail, Internet, or telephone application
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                                   No co-applicant
## 17746                                                            Not Hispanic or Latino
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765 Information not provided by applicant in mail, Internet, or telephone application
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                            Not Hispanic or Latino
## 17800                                                            Not Hispanic or Latino
## 17804                                                            Not Hispanic or Latino
## 17807 Information not provided by applicant in mail, Internet, or telephone application
## 17819                                                                   No co-applicant
## 17830                                                            Not Hispanic or Latino
## 17833 Information not provided by applicant in mail, Internet, or telephone application
## 17836                                                            Not Hispanic or Latino
## 17837                                                            Not Hispanic or Latino
## 17849                                                                   No co-applicant
## 17851                                                                   No co-applicant
## 17855                                                                   No co-applicant
## 17859                                                            Not Hispanic or Latino
## 17863                                                            Not Hispanic or Latino
## 17869                                                            Not Hispanic or Latino
## 17872                                                                   No co-applicant
## 17877                                                            Not Hispanic or Latino
## 17890 Information not provided by applicant in mail, Internet, or telephone application
## 17893                                                            Not Hispanic or Latino
## 17911                                                                   No co-applicant
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                                   No co-applicant
## 17932                                                            Not Hispanic or Latino
## 17939                                                                   No co-applicant
## 17983 Information not provided by applicant in mail, Internet, or telephone application
## 17986                                                            Not Hispanic or Latino
## 18016                                                            Not Hispanic or Latino
## 18034                                                                   No co-applicant
## 18045                                                                   No co-applicant
## 18057 Information not provided by applicant in mail, Internet, or telephone application
## 18082                                                                   No co-applicant
## 18085                                                                   No co-applicant
## 18091 Information not provided by applicant in mail, Internet, or telephone application
## 18095                                                                   No co-applicant
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108                                                            Not Hispanic or Latino
## 18113                                                                   No co-applicant
## 18115                                                                   No co-applicant
## 18124                                                                   No co-applicant
## 18130                                                                   No co-applicant
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142 Information not provided by applicant in mail, Internet, or telephone application
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                                   No co-applicant
## 18165                                                                   No co-applicant
## 18175                                                            Not Hispanic or Latino
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178                                                                   No co-applicant
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                                   No co-applicant
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                            Not Hispanic or Latino
## 18208                                                            Not Hispanic or Latino
## 18209                                                                   No co-applicant
## 18211 Information not provided by applicant in mail, Internet, or telephone application
## 18227                                                            Not Hispanic or Latino
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265                                                                   No co-applicant
## 18271                                                            Not Hispanic or Latino
## 18277 Information not provided by applicant in mail, Internet, or telephone application
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                                   No co-applicant
## 18305                                                            Not Hispanic or Latino
## 18325 Information not provided by applicant in mail, Internet, or telephone application
## 18331                                                                   No co-applicant
## 18334                                                            Not Hispanic or Latino
## 18345                                                            Not Hispanic or Latino
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                            Not Hispanic or Latino
## 18371                                                                   No co-applicant
## 18373 Information not provided by applicant in mail, Internet, or telephone application
## 18379                                                                   No co-applicant
## 18381                                                                   No co-applicant
## 18385                                                                   No co-applicant
## 18389                                                            Not Hispanic or Latino
## 18412                                                            Not Hispanic or Latino
## 18442                                                                   No co-applicant
## 18447                                                                   No co-applicant
## 18470                                                            Not Hispanic or Latino
## 18478 Information not provided by applicant in mail, Internet, or telephone application
## 18495                                                                   No co-applicant
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                                   No co-applicant
## 18516                                                                   No co-applicant
## 18517                                                                   No co-applicant
## 18521                                                            Not Hispanic or Latino
## 18538                                                                   No co-applicant
## 18539                                                                   No co-applicant
## 18541                                                                   No co-applicant
## 18549                                                                   No co-applicant
## 18550                                                                   No co-applicant
## 18555                                                            Not Hispanic or Latino
## 18579                                                            Not Hispanic or Latino
## 18585                                                                   No co-applicant
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595 Information not provided by applicant in mail, Internet, or telephone application
## 18603 Information not provided by applicant in mail, Internet, or telephone application
## 18615 Information not provided by applicant in mail, Internet, or telephone application
## 18623                                                                   No co-applicant
## 18626                                                                   No co-applicant
## 18627                                                            Not Hispanic or Latino
## 18647                                                            Not Hispanic or Latino
## 18652                                                                   No co-applicant
## 18658                                                                   No co-applicant
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673                                                                   No co-applicant
## 18682 Information not provided by applicant in mail, Internet, or telephone application
## 18688                                                                   No co-applicant
## 18703                                                            Not Hispanic or Latino
## 18712 Information not provided by applicant in mail, Internet, or telephone application
## 18717                                                            Not Hispanic or Latino
## 18718                                                            Not Hispanic or Latino
## 18724                                                                   No co-applicant
## 18753                                                                   No co-applicant
## 18759                                                                   No co-applicant
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                            Not Hispanic or Latino
## 18787                                                            Not Hispanic or Latino
## 18793                                                                   No co-applicant
## 18795                                                                   No co-applicant
## 18811                                                            Not Hispanic or Latino
## 18820                                                            Not Hispanic or Latino
## 18838                                                            Not Hispanic or Latino
## 18844                                                            Not Hispanic or Latino
## 18850                                                                   No co-applicant
## 18865                                                                   No co-applicant
## 18878                                                                    Not applicable
## 18898                                                            Not Hispanic or Latino
## 18909                                                                   No co-applicant
## 18915                                                            Not Hispanic or Latino
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991                                                                   No co-applicant
## 18992                                                                   No co-applicant
## 18993                                                                   No co-applicant
## 18999                                                                   No co-applicant
## 19000                                                            Not Hispanic or Latino
## 19006                                                                    Not applicable
## 19024                                                                   No co-applicant
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037                                                                   No co-applicant
## 19053 Information not provided by applicant in mail, Internet, or telephone application
## 19060                                                                   No co-applicant
## 19061                                                                   No co-applicant
## 19069 Information not provided by applicant in mail, Internet, or telephone application
## 19073                                                                   No co-applicant
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091 Information not provided by applicant in mail, Internet, or telephone application
## 19096                                                            Not Hispanic or Latino
## 19105                                                                   No co-applicant
## 19120                                                                   No co-applicant
## 19123                                                                   No co-applicant
## 19129                                                                   No co-applicant
## 19141                                                                   No co-applicant
## 19142                                                                   No co-applicant
## 19168                                                                   No co-applicant
## 19177                                                            Not Hispanic or Latino
## 19198                                                            Not Hispanic or Latino
## 19204                                                                   No co-applicant
## 19219                                                                   No co-applicant
## 19225 Information not provided by applicant in mail, Internet, or telephone application
## 19228                                                                   No co-applicant
## 19249                                                            Not Hispanic or Latino
## 19263                                                                    Not applicable
## 19267                                                                   No co-applicant
## 19269 Information not provided by applicant in mail, Internet, or telephone application
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                                   No co-applicant
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                                   No co-applicant
## 19334                                                                   No co-applicant
## 19348                                                                   No co-applicant
## 19367 Information not provided by applicant in mail, Internet, or telephone application
## 19369                                                            Not Hispanic or Latino
## 19384                                                            Not Hispanic or Latino
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                            Not Hispanic or Latino
## 19405                                                                   No co-applicant
## 19411 Information not provided by applicant in mail, Internet, or telephone application
## 19414                                                            Not Hispanic or Latino
## 19423                                                                   No co-applicant
## 19437                                                                   No co-applicant
## 19438 Information not provided by applicant in mail, Internet, or telephone application
## 19441                                                                   No co-applicant
## 19447                                                            Not Hispanic or Latino
## 19451                                                                   No co-applicant
## 19454                                                            Not Hispanic or Latino
## 19486 Information not provided by applicant in mail, Internet, or telephone application
## 19489                                                                   No co-applicant
## 19516                                                                   No co-applicant
## 19519                                                                   No co-applicant
## 19546 Information not provided by applicant in mail, Internet, or telephone application
## 19587 Information not provided by applicant in mail, Internet, or telephone application
## 19602                                                                Hispanic or Latino
## 19603                                                                   No co-applicant
## 19611                                                                   No co-applicant
## 19629                                                            Not Hispanic or Latino
## 19655                                                            Not Hispanic or Latino
## 19657                                                            Not Hispanic or Latino
## 19675                                                                   No co-applicant
## 19682                                                                   No co-applicant
## 19691                                                                   No co-applicant
## 19701                                                            Not Hispanic or Latino
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                                   No co-applicant
## 19720                                                            Not Hispanic or Latino
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                            Not Hispanic or Latino
## 19735                                                                   No co-applicant
## 19753 Information not provided by applicant in mail, Internet, or telephone application
## 19754                                                                   No co-applicant
## 19756                                                            Not Hispanic or Latino
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762                                                                   No co-applicant
## 19763                                                                Hispanic or Latino
## 19765                                                            Not Hispanic or Latino
## 19786                                                            Not Hispanic or Latino
## 19789 Information not provided by applicant in mail, Internet, or telephone application
## 19801                                                            Not Hispanic or Latino
## 19807                                                                   No co-applicant
## 19811                                                                   No co-applicant
## 19816                                                            Not Hispanic or Latino
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819                                                                   No co-applicant
## 19823 Information not provided by applicant in mail, Internet, or telephone application
## 19835                                                            Not Hispanic or Latino
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855                                                            Not Hispanic or Latino
## 19859                                                                   No co-applicant
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                            Not Hispanic or Latino
## 19895                                                            Not Hispanic or Latino
## 19899                                                                   No co-applicant
## 19901                                                                   No co-applicant
## 19909 Information not provided by applicant in mail, Internet, or telephone application
## 19925                                                            Not Hispanic or Latino
## 19939                                                            Not Hispanic or Latino
## 19940                                                                   No co-applicant
## 19945                                                                   No co-applicant
## 19981                                                                   No co-applicant
## 19999                                                            Not Hispanic or Latino
## 20027                                                                   No co-applicant
## 20032                                                                   No co-applicant
## 20035                                                                   No co-applicant
## 20044                                                                   No co-applicant
## 20060                                                            Not Hispanic or Latino
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063                                                                   No co-applicant
## 20072                                                            Not Hispanic or Latino
## 20080                                                                   No co-applicant
## 20081                                                                   No co-applicant
## 20104                                                                   No co-applicant
## 20116                                                            Not Hispanic or Latino
## 20136                                                            Not Hispanic or Latino
## 20166                                                            Not Hispanic or Latino
## 20167                                                                   No co-applicant
## 20175                                                            Not Hispanic or Latino
## 20181                                                                   No co-applicant
## 20184                                                            Not Hispanic or Latino
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                                   No co-applicant
## 20198                                                            Not Hispanic or Latino
## 20203 Information not provided by applicant in mail, Internet, or telephone application
## 20206                                                            Not Hispanic or Latino
## 20218                                                            Not Hispanic or Latino
## 20227                                                                   No co-applicant
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                                Hispanic or Latino
## 20236                                                            Not Hispanic or Latino
## 20237 Information not provided by applicant in mail, Internet, or telephone application
## 20250                                                            Not Hispanic or Latino
## 20299                                                                   No co-applicant
## 20301                                                            Not Hispanic or Latino
## 20302                                                                   No co-applicant
## 20308                                                            Not Hispanic or Latino
## 20326                                                                   No co-applicant
## 20332                                                                   No co-applicant
## 20339                                                                   No co-applicant
## 20341                                                                   No co-applicant
## 20367                                                                   No co-applicant
## 20393                                                                   No co-applicant
## 20395                                                                   No co-applicant
## 20398                                                                   No co-applicant
## 20399                                                                   No co-applicant
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409 Information not provided by applicant in mail, Internet, or telephone application
## 20410                                                                   No co-applicant
## 20416                                                                   No co-applicant
## 20418                                                            Not Hispanic or Latino
## 20428                                                                   No co-applicant
## 20433                                                            Not Hispanic or Latino
## 20439                                                                   No co-applicant
## 20449                                                                   No co-applicant
## 20459                                                                   No co-applicant
## 20469                                                                   No co-applicant
## 20488                                                            Not Hispanic or Latino
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511 Information not provided by applicant in mail, Internet, or telephone application
## 20516                                                                   No co-applicant
## 20517                                                            Not Hispanic or Latino
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                                   No co-applicant
## 20524 Information not provided by applicant in mail, Internet, or telephone application
## 20545                                                            Not Hispanic or Latino
## 20560                                                            Not Hispanic or Latino
## 20561                                                            Not Hispanic or Latino
## 20579                                                                   No co-applicant
## 20592                                                                   No co-applicant
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                                   No co-applicant
## 20621                                                                   No co-applicant
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                            Not Hispanic or Latino
## 20653                                                                   No co-applicant
## 20685                                                                   No co-applicant
## 20686                                                                   No co-applicant
## 20701                                                                   No co-applicant
## 20703                                                            Not Hispanic or Latino
## 20716                                                                   No co-applicant
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                            Not Hispanic or Latino
## 20740                                                            Not Hispanic or Latino
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                            Not Hispanic or Latino
## 20795                                                            Not Hispanic or Latino
## 20812                                                            Not Hispanic or Latino
## 20815                                                                   No co-applicant
## 20824                                                            Not Hispanic or Latino
## 20836                                                            Not Hispanic or Latino
## 20841 Information not provided by applicant in mail, Internet, or telephone application
## 20845                                                                   No co-applicant
## 20849                                                            Not Hispanic or Latino
## 20853                                                                   No co-applicant
## 20872                                                                   No co-applicant
## 20886                                                            Not Hispanic or Latino
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                                   No co-applicant
## 20920                                                            Not Hispanic or Latino
## 20926                                                            Not Hispanic or Latino
## 20944 Information not provided by applicant in mail, Internet, or telephone application
## 20962                                                            Not Hispanic or Latino
## 20968                                                            Not Hispanic or Latino
## 20980                                                                    Not applicable
## 20992                                                                   No co-applicant
## 21003                                                            Not Hispanic or Latino
## 21013                                                                   No co-applicant
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                            Not Hispanic or Latino
## 21046 Information not provided by applicant in mail, Internet, or telephone application
## 21049                                                                   No co-applicant
## 21056                                                            Not Hispanic or Latino
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                            Not Hispanic or Latino
## 21115                                                                   No co-applicant
## 21117                                                                   No co-applicant
## 21127                                                            Not Hispanic or Latino
## 21141                                                                   No co-applicant
## 21148                                                                   No co-applicant
## 21153                                                                   No co-applicant
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                                   No co-applicant
## 21172                                                            Not Hispanic or Latino
## 21173 Information not provided by applicant in mail, Internet, or telephone application
## 21178                                                            Not Hispanic or Latino
## 21185                                                                   No co-applicant
## 21202                                                                   No co-applicant
## 21208                                                                   No co-applicant
## 21217                                                                   No co-applicant
## 21219                                                                   No co-applicant
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                                   No co-applicant
## 21255                                                                   No co-applicant
## 21256                                                                   No co-applicant
## 21261 Information not provided by applicant in mail, Internet, or telephone application
## 21269                                                            Not Hispanic or Latino
## 21271                                                            Not Hispanic or Latino
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                            Not Hispanic or Latino
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295                                                                   No co-applicant
## 21305                                                                   No co-applicant
## 21319                                                                   No co-applicant
## 21327                                                                   No co-applicant
## 21328                                                                   No co-applicant
## 21346                                                            Not Hispanic or Latino
## 21364                                                                   No co-applicant
## 21377                                                                   No co-applicant
## 21391                                                            Not Hispanic or Latino
## 21415                                                                   No co-applicant
## 21429 Information not provided by applicant in mail, Internet, or telephone application
## 21439                                                                   No co-applicant
## 21445                                                            Not Hispanic or Latino
## 21457                                                                   No co-applicant
## 21487                                                                   No co-applicant
## 21505                                                                   No co-applicant
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                                   No co-applicant
## 21532                                                                   No co-applicant
## 21533                                                            Not Hispanic or Latino
## 21538                                                                   No co-applicant
## 21545                                                                   No co-applicant
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563                                                                   No co-applicant
## 21571                                                            Not Hispanic or Latino
## 21574                                                                   No co-applicant
## 21575                                                            Not Hispanic or Latino
## 21587                                                                   No co-applicant
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                            Not Hispanic or Latino
## 21597                                                                   No co-applicant
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                            Not Hispanic or Latino
## 21622                                                                   No co-applicant
## 21635                                                            Not Hispanic or Latino
## 21638                                                                   No co-applicant
## 21643                                                            Not Hispanic or Latino
## 21664                                                            Not Hispanic or Latino
## 21679                                                                   No co-applicant
## 21712                                                                   No co-applicant
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718                                                                   No co-applicant
## 21721                                                                   No co-applicant
## 21723                                                                   No co-applicant
## 21725                                                                   No co-applicant
## 21727                                                                   No co-applicant
## 21733                                                                   No co-applicant
## 21736 Information not provided by applicant in mail, Internet, or telephone application
## 21739                                                                   No co-applicant
## 21743                                                                   No co-applicant
## 21745                                                            Not Hispanic or Latino
## 21751                                                                   No co-applicant
## 21760 Information not provided by applicant in mail, Internet, or telephone application
## 21778                                                            Not Hispanic or Latino
## 21787                                                                   No co-applicant
## 21797                                                                   No co-applicant
## 21808                                                                   No co-applicant
## 21822                                                            Not Hispanic or Latino
## 21839                                                                   No co-applicant
## 21856                                                            Not Hispanic or Latino
## 21871                                                            Not Hispanic or Latino
## 21877                                                            Not Hispanic or Latino
## 21881                                                                   No co-applicant
## 21886                                                                   No co-applicant
## 21903                                                                   No co-applicant
## 21905                                                                   No co-applicant
## 21909                                                                   No co-applicant
## 21921 Information not provided by applicant in mail, Internet, or telephone application
## 21931                                                                   No co-applicant
## 21940                                                                   No co-applicant
## 21969                                                            Not Hispanic or Latino
## 21975 Information not provided by applicant in mail, Internet, or telephone application
## 21995                                                                   No co-applicant
## 21996                                                            Not Hispanic or Latino
## 22054                                                                   No co-applicant
## 22066                                                                   No co-applicant
## 22095                                                                   No co-applicant
## 22102                                                                   No co-applicant
## 22105                                                                   No co-applicant
## 22108                                                                   No co-applicant
## 22153                                                                   No co-applicant
## 22204                                                                   No co-applicant
## 22215                                                                   No co-applicant
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271                                                                   No co-applicant
## 22291                                                                   No co-applicant
## 22294                                                            Not Hispanic or Latino
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                            Not Hispanic or Latino
## 22333                                                            Not Hispanic or Latino
## 22336                                                            Not Hispanic or Latino
## 22339                                                                   No co-applicant
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347 Information not provided by applicant in mail, Internet, or telephone application
## 22348                                                                   No co-applicant
## 22355                                                                   No co-applicant
## 22361 Information not provided by applicant in mail, Internet, or telephone application
## 22373                                                                   No co-applicant
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                            Not Hispanic or Latino
## 22411                                                                   No co-applicant
## 22413                                                                   No co-applicant
## 22414                                                            Not Hispanic or Latino
## 22427                                                            Not Hispanic or Latino
## 22433                                                                   No co-applicant
## 22435                                                                   No co-applicant
## 22453                                                                   No co-applicant
## 22455                                                                   No co-applicant
## 22463                                                                   No co-applicant
## 22468                                                            Not Hispanic or Latino
## 22475 Information not provided by applicant in mail, Internet, or telephone application
## 22492                                                                   No co-applicant
## 22497                                                                   No co-applicant
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                                   No co-applicant
## 22517                                                                   No co-applicant
## 22522 Information not provided by applicant in mail, Internet, or telephone application
## 22526                                                            Not Hispanic or Latino
## 22528                                                                   No co-applicant
## 22535                                                                   No co-applicant
## 22537 Information not provided by applicant in mail, Internet, or telephone application
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                            Not Hispanic or Latino
## 22552                                                                   No co-applicant
## 22558                                                            Not Hispanic or Latino
## 22567 Information not provided by applicant in mail, Internet, or telephone application
## 22576                                                            Not Hispanic or Latino
## 22579 Information not provided by applicant in mail, Internet, or telephone application
## 22583                                                                   No co-applicant
## 22589 Information not provided by applicant in mail, Internet, or telephone application
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                                   No co-applicant
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                            Not Hispanic or Latino
## 22624                                                                   No co-applicant
## 22636                                                                   No co-applicant
## 22637                                                            Not Hispanic or Latino
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                                   No co-applicant
## 22665                                                                   No co-applicant
## 22666                                                                   No co-applicant
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                                   No co-applicant
## 22681                                                                   No co-applicant
## 22684                                                            Not Hispanic or Latino
## 22685                                                            Not Hispanic or Latino
## 22695                                                                   No co-applicant
## 22696                                                            Not Hispanic or Latino
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                            Not Hispanic or Latino
## 22715                                                            Not Hispanic or Latino
## 22717 Information not provided by applicant in mail, Internet, or telephone application
## 22723                                                                   No co-applicant
## 22735                                                            Not Hispanic or Latino
## 22738 Information not provided by applicant in mail, Internet, or telephone application
## 22741                                                                   No co-applicant
## 22744                                                                   No co-applicant
## 22745 Information not provided by applicant in mail, Internet, or telephone application
## 22756                                                                   No co-applicant
## 22762                                                                    Not applicable
## 22763                                                                   No co-applicant
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                            Not Hispanic or Latino
## 22792                                                                   No co-applicant
## 22803                                                                   No co-applicant
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                                   No co-applicant
## 22815                                                            Not Hispanic or Latino
## 22823                                                                   No co-applicant
## 22834                                                                   No co-applicant
## 22846                                                            Not Hispanic or Latino
## 22852                                                                   No co-applicant
## 22855 Information not provided by applicant in mail, Internet, or telephone application
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                            Not Hispanic or Latino
## 22981                                                                   No co-applicant
## 22996                                                            Not Hispanic or Latino
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                            Not Hispanic or Latino
## 23029                                                                   No co-applicant
## 23038                                                                   No co-applicant
## 23039                                                            Not Hispanic or Latino
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066 Information not provided by applicant in mail, Internet, or telephone application
## 23071                                                                    Not applicable
## 23078 Information not provided by applicant in mail, Internet, or telephone application
## 23079                                                                   No co-applicant
## 23089                                                            Not Hispanic or Latino
## 23095                                                                   No co-applicant
## 23104 Information not provided by applicant in mail, Internet, or telephone application
## 23107                                                                   No co-applicant
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                                   No co-applicant
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                                   No co-applicant
## 23151                                                            Not Hispanic or Latino
## 23155                                                                   No co-applicant
## 23157                                                            Not Hispanic or Latino
## 23158                                                                   No co-applicant
## 23167 Information not provided by applicant in mail, Internet, or telephone application
## 23173                                                                   No co-applicant
## 23182                                                            Not Hispanic or Latino
## 23224                                                                   No co-applicant
## 23230 Information not provided by applicant in mail, Internet, or telephone application
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                            Not Hispanic or Latino
## 23257 Information not provided by applicant in mail, Internet, or telephone application
## 23265                                                                   No co-applicant
## 23299                                                                   No co-applicant
## 23302                                                                   No co-applicant
## 23321 Information not provided by applicant in mail, Internet, or telephone application
## 23325                                                            Not Hispanic or Latino
## 23329                                                                   No co-applicant
## 23337                                                                   No co-applicant
## 23356                                                            Not Hispanic or Latino
## 23369                                                                   No co-applicant
## 23387                                                                   No co-applicant
## 23407                                                                   No co-applicant
## 23416                                                            Not Hispanic or Latino
## 23423                                                                   No co-applicant
## 23432 Information not provided by applicant in mail, Internet, or telephone application
## 23435                                                                   No co-applicant
## 23446                                                            Not Hispanic or Latino
## 23449                                                                   No co-applicant
## 23452                                                                   No co-applicant
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479 Information not provided by applicant in mail, Internet, or telephone application
## 23480                                                            Not Hispanic or Latino
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485                                                                   No co-applicant
## 23507                                                                   No co-applicant
## 23522                                                                   No co-applicant
## 23539                                                                   No co-applicant
## 23545                                                                   No co-applicant
## 23547 Information not provided by applicant in mail, Internet, or telephone application
## 23563                                                                   No co-applicant
## 23566                                                                   No co-applicant
## 23573                                                                   No co-applicant
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                            Not Hispanic or Latino
## 23593                                                            Not Hispanic or Latino
## 23596                                                                   No co-applicant
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606                                                            Not Hispanic or Latino
## 23607                                                                   No co-applicant
## 23608                                                            Not Hispanic or Latino
## 23619                                                                   No co-applicant
## 23629                                                                   No co-applicant
## 23631                                                                   No co-applicant
## 23648                                                            Not Hispanic or Latino
## 23656                                                                   No co-applicant
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                                   No co-applicant
## 23671                                                                   No co-applicant
## 23677                                                            Not Hispanic or Latino
## 23683                                                            Not Hispanic or Latino
## 23689                                                                   No co-applicant
## 23707                                                                   No co-applicant
## 23714                                                                   No co-applicant
## 23741 Information not provided by applicant in mail, Internet, or telephone application
## 23755                                                            Not Hispanic or Latino
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                                   No co-applicant
## 23788                                                            Not Hispanic or Latino
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                                   No co-applicant
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824                                                                   No co-applicant
## 23836                                                                   No co-applicant
## 23848                                                            Not Hispanic or Latino
## 23853                                                                   No co-applicant
## 23871 Information not provided by applicant in mail, Internet, or telephone application
## 23883                                                                   No co-applicant
## 23890                                                            Not Hispanic or Latino
## 23909                                                                Hispanic or Latino
## 23914                                                                   No co-applicant
## 23918                                                                   No co-applicant
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                                   No co-applicant
## 23930                                                            Not Hispanic or Latino
## 23931                                                                   No co-applicant
## 23943                                                                   No co-applicant
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                            Not Hispanic or Latino
## 23979                                                                   No co-applicant
## 23984                                                            Not Hispanic or Latino
## 23987                                                                   No co-applicant
## 24004                                                                   No co-applicant
## 24014                                                            Not Hispanic or Latino
## 24023                                                            Not Hispanic or Latino
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040                                                            Not Hispanic or Latino
## 24046                                                            Not Hispanic or Latino
## 24050                                                            Not Hispanic or Latino
## 24051                                                                   No co-applicant
## 24081                                                                   No co-applicant
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                                   No co-applicant
## 24107                                                                   No co-applicant
## 24122                                                                   No co-applicant
## 24128 Information not provided by applicant in mail, Internet, or telephone application
## 24140                                                                   No co-applicant
## 24145                                                            Not Hispanic or Latino
## 24147                                                            Not Hispanic or Latino
## 24164                                                            Not Hispanic or Latino
## 24165                                                            Not Hispanic or Latino
## 24172                                                                   No co-applicant
## 24182                                                            Not Hispanic or Latino
## 24185                                                            Not Hispanic or Latino
## 24210                                                                   No co-applicant
## 24213                                                                   No co-applicant
## 24217                                                                   No co-applicant
## 24223                                                                   No co-applicant
## 24225 Information not provided by applicant in mail, Internet, or telephone application
## 24232                                                            Not Hispanic or Latino
## 24233                                                                   No co-applicant
## 24236                                                            Not Hispanic or Latino
## 24245                                                            Not Hispanic or Latino
## 24248                                                            Not Hispanic or Latino
## 24254                                                                   No co-applicant
## 24272 Information not provided by applicant in mail, Internet, or telephone application
## 24280                                                                   No co-applicant
## 24284                                                            Not Hispanic or Latino
## 24290                                                                   No co-applicant
## 24292                                                                   No co-applicant
## 24310                                                            Not Hispanic or Latino
## 24311                                                            Not Hispanic or Latino
## 24313 Information not provided by applicant in mail, Internet, or telephone application
## 24314                                                                   No co-applicant
## 24325 Information not provided by applicant in mail, Internet, or telephone application
## 24334                                                                   No co-applicant
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350                                                                   No co-applicant
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                            Not Hispanic or Latino
## 24371                                                            Not Hispanic or Latino
## 24377                                                                   No co-applicant
## 24389                                                                   No co-applicant
## 24395                                                                   No co-applicant
## 24410                                                                   No co-applicant
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425                                                                   No co-applicant
## 24449                                                                   No co-applicant
## 24454                                                                   No co-applicant
## 24464                                                            Not Hispanic or Latino
## 24466                                                                   No co-applicant
## 24472                                                            Not Hispanic or Latino
## 24473                                                                   No co-applicant
## 24488                                                                   No co-applicant
## 24490                                                                   No co-applicant
## 24506                                                                   No co-applicant
## 24524                                                            Not Hispanic or Latino
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554                                                                   No co-applicant
## 24566                                                                   No co-applicant
## 24572                                                                   No co-applicant
## 24578                                                                   No co-applicant
## 24584                                                            Not Hispanic or Latino
## 24590 Information not provided by applicant in mail, Internet, or telephone application
## 24596                                                                   No co-applicant
## 24602                                                            Not Hispanic or Latino
## 24608                                                            Not Hispanic or Latino
## 24610                                                            Not Hispanic or Latino
## 24614                                                                   No co-applicant
## 24658                                                            Not Hispanic or Latino
## 24670                                                            Not Hispanic or Latino
## 24675                                                                   No co-applicant
## 24682                                                            Not Hispanic or Latino
## 24700                                                            Not Hispanic or Latino
## 24722 Information not provided by applicant in mail, Internet, or telephone application
## 24723                                                                   No co-applicant
## 24724                                                                   No co-applicant
## 24740 Information not provided by applicant in mail, Internet, or telephone application
## 24748                                                            Not Hispanic or Latino
## 24785                                                                   No co-applicant
## 24788                                                            Not Hispanic or Latino
## 24795                                                                   No co-applicant
## 24796                                                                   No co-applicant
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835                                                                   No co-applicant
## 24837                                                                   No co-applicant
## 24843                                                                   No co-applicant
## 24854                                                                   No co-applicant
## 24860                                                            Not Hispanic or Latino
## 24865                                                                   No co-applicant
## 24886                                                                   No co-applicant
## 24892                                                                   No co-applicant
## 24927                                                                   No co-applicant
## 24928                                                            Not Hispanic or Latino
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                            Not Hispanic or Latino
## 24950                                                                   No co-applicant
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956                                                                   No co-applicant
## 24965                                                                   No co-applicant
## 24975                                                                   No co-applicant
## 24976                                                            Not Hispanic or Latino
## 24982                                                                   No co-applicant
## 24999                                                                   No co-applicant
## 25011                                                                   No co-applicant
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046                                                            Not Hispanic or Latino
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                                   No co-applicant
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172                                                                   No co-applicant
## 25173 Information not provided by applicant in mail, Internet, or telephone application
## 25185 Information not provided by applicant in mail, Internet, or telephone application
## 25196                                                            Not Hispanic or Latino
## 25210                                                                   No co-applicant
## 25222                                                            Not Hispanic or Latino
## 25240 Information not provided by applicant in mail, Internet, or telephone application
## 25294                                                                   No co-applicant
## 25304                                                                   No co-applicant
## 25305                                                            Not Hispanic or Latino
## 25318                                                            Not Hispanic or Latino
## 25336                                                            Not Hispanic or Latino
## 25365                                                                   No co-applicant
## 25400                                                                   No co-applicant
## 25406 Information not provided by applicant in mail, Internet, or telephone application
## 25426                                                                   No co-applicant
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                            Not Hispanic or Latino
## 25461                                                                   No co-applicant
## 25491                                                                   No co-applicant
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                                Hispanic or Latino
## 25540                                                                   No co-applicant
## 25577                                                                   No co-applicant
## 25588                                                            Not Hispanic or Latino
## 25612                                                                   No co-applicant
## 25654                                                            Not Hispanic or Latino
## 25660 Information not provided by applicant in mail, Internet, or telephone application
## 25675                                                                   No co-applicant
## 25681 Information not provided by applicant in mail, Internet, or telephone application
## 25696                                                                   No co-applicant
## 25702                                                                   No co-applicant
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                                   No co-applicant
## 25774 Information not provided by applicant in mail, Internet, or telephone application
## 25796                                                                   No co-applicant
## 25803                                                                   No co-applicant
## 25810                                                            Not Hispanic or Latino
## 25885                                                                   No co-applicant
## 25894                                                            Not Hispanic or Latino
## 25906                                                                   No co-applicant
## 25912                                                            Not Hispanic or Latino
## 25931                                                            Not Hispanic or Latino
## 25937                                                            Not Hispanic or Latino
## 25939                                                                   No co-applicant
## 25945                                                                   No co-applicant
## 25948                                                            Not Hispanic or Latino
## 25957                                                                   No co-applicant
## 25971                                                            Not Hispanic or Latino
## 26038                                                            Not Hispanic or Latino
## 26067                                                                   No co-applicant
## 26068                                                            Not Hispanic or Latino
## 26077                                                            Not Hispanic or Latino
## 26080                                                            Not Hispanic or Latino
## 26126 Information not provided by applicant in mail, Internet, or telephone application
## 26131                                                                   No co-applicant
## 26143                                                                    Not applicable
## 26155                                                            Not Hispanic or Latino
## 26184                                                                Hispanic or Latino
## 26188                                                            Not Hispanic or Latino
## 26194                                                                   No co-applicant
## 26296                                                            Not Hispanic or Latino
## 26314                                                                   No co-applicant
## 26321                                                                   No co-applicant
## 26327                                                                    Not applicable
## 26365                                                            Not Hispanic or Latino
## 26371                                                                   No co-applicant
## 26385                                                            Not Hispanic or Latino
## 26393                                                                   No co-applicant
## 26398                                                                   No co-applicant
## 26401                                                                   No co-applicant
## 26431                                                                   No co-applicant
## 26432                                                                   No co-applicant
## 26443                                                            Not Hispanic or Latino
## 26455                                                            Not Hispanic or Latino
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                                   No co-applicant
## 26485                                                                   No co-applicant
## 26488                                                                   No co-applicant
## 26506                                                            Not Hispanic or Latino
## 26521                                                                   No co-applicant
## 26527                                                            Not Hispanic or Latino
## 26530                                                                Hispanic or Latino
## 26542                                                            Not Hispanic or Latino
## 26557                                                            Not Hispanic or Latino
## 26563                                                                    Not applicable
## 26572                                                            Not Hispanic or Latino
## 26575                                                            Not Hispanic or Latino
## 26596                                                                   No co-applicant
## 26601                                                                   No co-applicant
## 26608                                                                   No co-applicant
## 26609                                                                   No co-applicant
## 26620                                                            Not Hispanic or Latino
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                            Not Hispanic or Latino
## 26651                                                            Not Hispanic or Latino
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708                                                                   No co-applicant
## 26725                                                                   No co-applicant
## 26737                                                                   No co-applicant
## 26770                                                            Not Hispanic or Latino
## 26776                                                                   No co-applicant
## 26782                                                            Not Hispanic or Latino
## 26794                                                                   No co-applicant
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                                   No co-applicant
## 26851                                                                   No co-applicant
## 26869                                                            Not Hispanic or Latino
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                                   No co-applicant
## 26956                                                            Not Hispanic or Latino
## 26983                                                                   No co-applicant
## 27000                                                            Not Hispanic or Latino
## 27055 Information not provided by applicant in mail, Internet, or telephone application
## 27075                                                                   No co-applicant
## 27077                                                            Not Hispanic or Latino
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                                   No co-applicant
## 27111                                                            Not Hispanic or Latino
## 27136                                                                   No co-applicant
## 27163                                                                   No co-applicant
## 27184                                                            Not Hispanic or Latino
## 27190                                                                   No co-applicant
## 27191                                                            Not Hispanic or Latino
## 27196                                                            Not Hispanic or Latino
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                            Not Hispanic or Latino
## 27227                                                                   No co-applicant
## 27245                                                            Not Hispanic or Latino
## 27249                                                            Not Hispanic or Latino
## 27265 Information not provided by applicant in mail, Internet, or telephone application
## 27293                                                                   No co-applicant
## 27301 Information not provided by applicant in mail, Internet, or telephone application
## 27304                                                            Not Hispanic or Latino
## 27309                                                                   No co-applicant
## 27316                                                                   No co-applicant
## 27322                                                            Not Hispanic or Latino
## 27328                                                                   No co-applicant
## 27334                                                                   No co-applicant
## 27338 Information not provided by applicant in mail, Internet, or telephone application
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                            Not Hispanic or Latino
## 27439                                                                   No co-applicant
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                                   No co-applicant
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508 Information not provided by applicant in mail, Internet, or telephone application
## 27511                                                            Not Hispanic or Latino
## 27520                                                            Not Hispanic or Latino
## 27528                                                            Not Hispanic or Latino
## 27592                                                            Not Hispanic or Latino
## 27602                                                            Not Hispanic or Latino
## 27623                                                            Not Hispanic or Latino
## 27625                                                                   No co-applicant
## 27637                                                                   No co-applicant
## 27640                                                                   No co-applicant
## 27643                                                                   No co-applicant
## 27652                                                                    Not applicable
## 27745                                                                   No co-applicant
## 27778                                                            Not Hispanic or Latino
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                            Not Hispanic or Latino
## 27811                                                                   No co-applicant
## 27814                                                                   No co-applicant
## 27826                                                            Not Hispanic or Latino
## 27856                                                                    Not applicable
## 27861                                                                   No co-applicant
## 27874                                                                   No co-applicant
## 27875                                                            Not Hispanic or Latino
## 27880                                                                   No co-applicant
## 27886                                                                   No co-applicant
## 27922                                                                   No co-applicant
## 27934                                                            Not Hispanic or Latino
## 27944                                                                   No co-applicant
## 27946                                                            Not Hispanic or Latino
## 27952                                                            Not Hispanic or Latino
## 27956                                                            Not Hispanic or Latino
## 27968 Information not provided by applicant in mail, Internet, or telephone application
## 27981                                                                   No co-applicant
## 27991                                                                   No co-applicant
## 27992                                                                   No co-applicant
## 27998 Information not provided by applicant in mail, Internet, or telephone application
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                                   No co-applicant
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                   No co-applicant
## 28034 Information not provided by applicant in mail, Internet, or telephone application
## 28040                                                                   No co-applicant
## 28044                                                                   No co-applicant
## 28052                                                                   No co-applicant
## 28084                                                            Not Hispanic or Latino
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                            Not Hispanic or Latino
## 28108 Information not provided by applicant in mail, Internet, or telephone application
## 28129                                                                   No co-applicant
## 28132                                                            Not Hispanic or Latino
## 28136                                                            Not Hispanic or Latino
## 28147                                                            Not Hispanic or Latino
## 28156                                                            Not Hispanic or Latino
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196                                                                   No co-applicant
## 28198                                                                   No co-applicant
## 28201                                                                   No co-applicant
## 28223                                                            Not Hispanic or Latino
## 28225                                                                   No co-applicant
## 28276                                                                    Not applicable
## 28315                                                            Not Hispanic or Latino
## 28330                                                                   No co-applicant
## 28334                                                                   No co-applicant
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                                   No co-applicant
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                                   No co-applicant
## 28396                                                            Not Hispanic or Latino
## 28432                                                                   No co-applicant
## 28444                                                                   No co-applicant
## 28454                                                                   No co-applicant
## 28462                                                                   No co-applicant
## 28486                                                            Not Hispanic or Latino
## 28487                                                                   No co-applicant
## 28504                                                            Not Hispanic or Latino
## 28517                                                            Not Hispanic or Latino
## 28522                                                            Not Hispanic or Latino
## 28523                                                                    Not applicable
## 28529                                                            Not Hispanic or Latino
## 28544 Information not provided by applicant in mail, Internet, or telephone application
## 28547                                                            Not Hispanic or Latino
## 28552                                                                   No co-applicant
## 28553                                                            Not Hispanic or Latino
## 28556                                                                   No co-applicant
## 28558                                                                   No co-applicant
## 28574 Information not provided by applicant in mail, Internet, or telephone application
## 28582                                                            Not Hispanic or Latino
## 28587                                                                   No co-applicant
## 28588                                                                Hispanic or Latino
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                            Not Hispanic or Latino
## 28604                                                                   No co-applicant
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                                   No co-applicant
## 28627                                                                   No co-applicant
## 28657                                                            Not Hispanic or Latino
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677                                                                   No co-applicant
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                            Not Hispanic or Latino
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730 Information not provided by applicant in mail, Internet, or telephone application
## 28737                                                            Not Hispanic or Latino
## 28748                                                                   No co-applicant
## 28822                                                                   No co-applicant
## 28833                                                                   No co-applicant
## 28838                                                                   No co-applicant
## 28843                                                                   No co-applicant
## 28868                                                                   No co-applicant
## 28885                                                                   No co-applicant
## 28889                                                                   No co-applicant
## 28918                                                                   No co-applicant
## 28936                                                                   No co-applicant
## 28938                                                            Not Hispanic or Latino
## 28954                                                                   No co-applicant
## 28989                                                                   No co-applicant
## 29013                                                                   No co-applicant
## 29021                                                            Not Hispanic or Latino
## 29032 Information not provided by applicant in mail, Internet, or telephone application
## 29050 Information not provided by applicant in mail, Internet, or telephone application
## 29069                                                            Not Hispanic or Latino
## 29099                                                                   No co-applicant
## 29109                                                            Not Hispanic or Latino
## 29116                                                                   No co-applicant
## 29122                                                            Not Hispanic or Latino
## 29127                                                                   No co-applicant
## 29128                                                            Not Hispanic or Latino
## 29134                                                                   No co-applicant
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146                                                                   No co-applicant
## 29170                                                                   No co-applicant
## 29181                                                            Not Hispanic or Latino
## 29188                                                                   No co-applicant
## 29200                                                            Not Hispanic or Latino
## 29212                                                                   No co-applicant
## 29216                                                            Not Hispanic or Latino
## 29242                                                            Not Hispanic or Latino
## 29269                                                            Not Hispanic or Latino
## 29272                                                                   No co-applicant
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                                   No co-applicant
## 29303                                                            Not Hispanic or Latino
## 29311                                                                   No co-applicant
## 29331                                                                   No co-applicant
## 29381                                                            Not Hispanic or Latino
## 29415                                                            Not Hispanic or Latino
## 29460                                                            Not Hispanic or Latino
## 29483                                                            Not Hispanic or Latino
## 29503                                                                   No co-applicant
## 29514                                                                   No co-applicant
## 29515                                                            Not Hispanic or Latino
## 29523                                                                Hispanic or Latino
## 29526                                                                   No co-applicant
## 29533                                                                   No co-applicant
## 29555                                                            Not Hispanic or Latino
## 29575                                                                   No co-applicant
## 29592                                                            Not Hispanic or Latino
## 29604                                                            Not Hispanic or Latino
## 29622                                                            Not Hispanic or Latino
## 29674                                                                   No co-applicant
## 29678                                                                Hispanic or Latino
## 29683 Information not provided by applicant in mail, Internet, or telephone application
## 29689                                                                   No co-applicant
## 29700                                                                   No co-applicant
## 29706                                                                   No co-applicant
## 29713                                                                   No co-applicant
## 29715                                                                   No co-applicant
## 29730                                                                Hispanic or Latino
## 29736                                                            Not Hispanic or Latino
## 29745                                                                   No co-applicant
## 29754                                                            Not Hispanic or Latino
## 29760                                                            Not Hispanic or Latino
## 29761                                                                   No co-applicant
## 29779                                                                   No co-applicant
## 29814                                                            Not Hispanic or Latino
## 29829                                                                   No co-applicant
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                            Not Hispanic or Latino
## 29868                                                            Not Hispanic or Latino
## 29889 Information not provided by applicant in mail, Internet, or telephone application
## 29903                                                            Not Hispanic or Latino
## 29936                                                                   No co-applicant
## 29937                                                                   No co-applicant
## 29947                                                                   No co-applicant
## 29959 Information not provided by applicant in mail, Internet, or telephone application
## 29964                                                            Not Hispanic or Latino
## 29983 Information not provided by applicant in mail, Internet, or telephone application
## 30000                                                            Not Hispanic or Latino
## 30015                                                            Not Hispanic or Latino
## 30018                                                                   No co-applicant
## 30030                                                                   No co-applicant
## 30034                                                                Hispanic or Latino
## 30045                                                            Not Hispanic or Latino
## 30054                                                                   No co-applicant
## 30060                                                                   No co-applicant
## 30085                                                                   No co-applicant
## 30093                                                                   No co-applicant
## 30138                                                            Not Hispanic or Latino
## 30144                                                                   No co-applicant
## 30162                                                            Not Hispanic or Latino
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                                   No co-applicant
## 30221                                                            Not Hispanic or Latino
## 30225                                                            Not Hispanic or Latino
## 30226                                                            Not Hispanic or Latino
## 30235                                                                   No co-applicant
## 30237                                                            Not Hispanic or Latino
## 30246                                                            Not Hispanic or Latino
## 30252                                                            Not Hispanic or Latino
## 30253                                                            Not Hispanic or Latino
## 30270                                                            Not Hispanic or Latino
## 30282                                                                   No co-applicant
## 30294                                                                   No co-applicant
## 30300                                                                   No co-applicant
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                            Not Hispanic or Latino
## 30318                                                            Not Hispanic or Latino
## 30342                                                                   No co-applicant
## 30343                                                                   No co-applicant
## 30353                                                                   No co-applicant
## 30354                                                            Not Hispanic or Latino
## 30359                                                                   No co-applicant
## 30381                                                            Not Hispanic or Latino
## 30408                                                            Not Hispanic or Latino
## 30414                                                                   No co-applicant
## 30426                                                            Not Hispanic or Latino
## 30429                                                                   No co-applicant
## 30444                                                                   No co-applicant
## 30453                                                            Not Hispanic or Latino
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                                Hispanic or Latino
## 30484                                                            Not Hispanic or Latino
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                            Not Hispanic or Latino
## 30511                                                            Not Hispanic or Latino
## 30517                                                            Not Hispanic or Latino
## 30519                                                                   No co-applicant
## 30533                                                            Not Hispanic or Latino
## 30534                                                            Not Hispanic or Latino
## 30540                                                            Not Hispanic or Latino
## 30558                                                            Not Hispanic or Latino
## 30564                                                            Not Hispanic or Latino
## 30576                                                            Not Hispanic or Latino
## 30588                                                            Not Hispanic or Latino
## 30594                                                            Not Hispanic or Latino
## 30605                                                                   No co-applicant
## 30648                                                                   No co-applicant
## 30654                                                                   No co-applicant
## 30666                                                            Not Hispanic or Latino
## 30678                                                            Not Hispanic or Latino
## 30684                                                            Not Hispanic or Latino
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715                                                            Not Hispanic or Latino
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                            Not Hispanic or Latino
## 30738                                                            Not Hispanic or Latino
## 30744                                                                   No co-applicant
## 30756                                                                   No co-applicant
## 30762                                                            Not Hispanic or Latino
## 30768                                                            Not Hispanic or Latino
## 30774                                                            Not Hispanic or Latino
## 30780                                                            Not Hispanic or Latino
## 30786                                                            Not Hispanic or Latino
## 30809                                                                Hispanic or Latino
## 30835                                                                   No co-applicant
## 30840                                                            Not Hispanic or Latino
## 30845                                                            Not Hispanic or Latino
## 30846                                                            Not Hispanic or Latino
## 30852                                                            Not Hispanic or Latino
## 30858                                                                   No co-applicant
## 30872                                                            Not Hispanic or Latino
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                            Not Hispanic or Latino
## 30894                                                            Not Hispanic or Latino
## 30900                                                            Not Hispanic or Latino
## 30923                                                            Not Hispanic or Latino
## 30960                                                            Not Hispanic or Latino
## 30967                                                                   No co-applicant
## 30972                                                                   No co-applicant
## 30978                                                                   No co-applicant
## 30984                                                            Not Hispanic or Latino
## 30985                                                                   No co-applicant
## 30990                                                            Not Hispanic or Latino
## 30992                                                                   No co-applicant
## 30996                                                            Not Hispanic or Latino
## 31002                                                            Not Hispanic or Latino
## 31005                                                                   No co-applicant
## 31008                                                                   No co-applicant
## 31014                                                                   No co-applicant
## 31017                                                                   No co-applicant
## 31043                                                            Not Hispanic or Latino
## 31044                                                                   No co-applicant
## 31048                                                            Not Hispanic or Latino
## 31050                                                                   No co-applicant
## 31056                                                            Not Hispanic or Latino
## 31057                                                            Not Hispanic or Latino
## 31062                                                            Not Hispanic or Latino
## 31084                                                                   No co-applicant
## 31086                                                            Not Hispanic or Latino
## 31092                                                                   No co-applicant
## 31093                                                                   No co-applicant
## 31104                                                                   No co-applicant
## 31117                                                                   No co-applicant
## 31122                                                            Not Hispanic or Latino
## 31128                                                            Not Hispanic or Latino
## 31134                                                            Not Hispanic or Latino
## 31140                                                                   No co-applicant
## 31152                                                            Not Hispanic or Latino
## 31158                                                                   No co-applicant
## 31170                                                                   No co-applicant
## 31176                                                            Not Hispanic or Latino
## 31188                                                            Not Hispanic or Latino
## 31194                                                            Not Hispanic or Latino
## 31200                                                                   No co-applicant
## 31206                                                                   No co-applicant
## 31213                                                            Not Hispanic or Latino
## 31224                                                            Not Hispanic or Latino
## 31230                                                            Not Hispanic or Latino
## 31248                                                            Not Hispanic or Latino
## 31254                                                            Not Hispanic or Latino
## 31260                                                            Not Hispanic or Latino
## 31271                                                            Not Hispanic or Latino
## 31276                                                            Not Hispanic or Latino
## 31284                                                            Not Hispanic or Latino
## 31296                                                                   No co-applicant
## 31301                                                            Not Hispanic or Latino
## 31314                                                                   No co-applicant
## 31344                                                            Not Hispanic or Latino
## 31350                                                            Not Hispanic or Latino
## 31359                                                                   No co-applicant
## 31362                                                                   No co-applicant
## 31368                                                            Not Hispanic or Latino
## 31371                                                            Not Hispanic or Latino
## 31374                                                            Not Hispanic or Latino
## 31380                                                            Not Hispanic or Latino
## 31390                                                                   No co-applicant
## 31392                                                                   No co-applicant
## 31398                                                            Not Hispanic or Latino
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411                                                                   No co-applicant
## 31421                                                            Not Hispanic or Latino
## 31422                                                                   No co-applicant
## 31428                                                            Not Hispanic or Latino
## 31434                                                            Not Hispanic or Latino
## 31440                                                                   No co-applicant
## 31443                                                            Not Hispanic or Latino
## 31446                                                                   No co-applicant
## 31458                                                            Not Hispanic or Latino
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                            Not Hispanic or Latino
## 31494                                                                   No co-applicant
## 31500                                                            Not Hispanic or Latino
## 31503                                                                   No co-applicant
## 31506                                                            Not Hispanic or Latino
## 31517                                                                   No co-applicant
## 31519                                                                   No co-applicant
## 31524                                                            Not Hispanic or Latino
## 31542                                                            Not Hispanic or Latino
## 31554                                                            Not Hispanic or Latino
## 31566                                                            Not Hispanic or Latino
## 31572                                                            Not Hispanic or Latino
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                                   No co-applicant
## 31590                                                                   No co-applicant
## 31608                                                            Not Hispanic or Latino
## 31609                                                                   No co-applicant
## 31614                                                                   No co-applicant
## 31620                                                                   No co-applicant
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                                   No co-applicant
## 31638                                                            Not Hispanic or Latino
## 31647                                                            Not Hispanic or Latino
## 31655                                                                   No co-applicant
## 31668                                                            Not Hispanic or Latino
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                            Not Hispanic or Latino
## 31692                                                            Not Hispanic or Latino
## 31705 Information not provided by applicant in mail, Internet, or telephone application
## 31710                                                            Not Hispanic or Latino
## 31722                                                                   No co-applicant
## 31728                                                                   No co-applicant
## 31734                                                            Not Hispanic or Latino
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                                   No co-applicant
## 31758                                                            Not Hispanic or Latino
## 31776                                                                   No co-applicant
## 31788                                                            Not Hispanic or Latino
## 31800                                                            Not Hispanic or Latino
## 31807                                                                   No co-applicant
## 31824                                                            Not Hispanic or Latino
## 31830                                                            Not Hispanic or Latino
## 31836                                                                   No co-applicant
## 31843                                                                   No co-applicant
## 31848                                                                   No co-applicant
## 31849 Information not provided by applicant in mail, Internet, or telephone application
## 31866                                                            Not Hispanic or Latino
## 31872                                                            Not Hispanic or Latino
## 31878                                                            Not Hispanic or Latino
## 31884                                                            Not Hispanic or Latino
## 31890                                                                Hispanic or Latino
## 31896                                                                   No co-applicant
## 31902                                                            Not Hispanic or Latino
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                            Not Hispanic or Latino
## 31932                                                            Not Hispanic or Latino
## 31936                                                                   No co-applicant
## 31938                                                            Not Hispanic or Latino
## 31944                                                            Not Hispanic or Latino
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                                   No co-applicant
## 31956                                                                   No co-applicant
## 31957                                                                   No co-applicant
## 31962                                                                   No co-applicant
## 31968                                                                   No co-applicant
## 31974                                                                   No co-applicant
## 32010                                                            Not Hispanic or Latino
## 32015                                                            Not Hispanic or Latino
## 32023                                                                   No co-applicant
## 32027                                                                   No co-applicant
## 32046                                                            Not Hispanic or Latino
## 32051                                                            Not Hispanic or Latino
## 32052                                                            Not Hispanic or Latino
## 32058                                                                   No co-applicant
## 32064                                                                   No co-applicant
## 32070                                                            Not Hispanic or Latino
## 32082                                                            Not Hispanic or Latino
## 32088                                                                   No co-applicant
## 32094                                                            Not Hispanic or Latino
## 32096 Information not provided by applicant in mail, Internet, or telephone application
## 32100                                                                   No co-applicant
## 32117                                                                   No co-applicant
## 32118                                                            Not Hispanic or Latino
## 32125                                                                   No co-applicant
## 32130                                                                   No co-applicant
## 32136                                                                   No co-applicant
## 32148                                                                   No co-applicant
## 32154                                                            Not Hispanic or Latino
## 32155                                                                   No co-applicant
## 32160                                                                   No co-applicant
## 32172                                                                   No co-applicant
## 32178                                                                   No co-applicant
## 32190                                                            Not Hispanic or Latino
## 32196                                                            Not Hispanic or Latino
## 32201                                                            Not Hispanic or Latino
## 32202                                                            Not Hispanic or Latino
## 32207                                                            Not Hispanic or Latino
## 32208                                                            Not Hispanic or Latino
## 32212                                                                   No co-applicant
## 32226                                                            Not Hispanic or Latino
## 32232                                                            Not Hispanic or Latino
## 32238                                                            Not Hispanic or Latino
## 32246                                                            Not Hispanic or Latino
## 32256                                                                   No co-applicant
## 32270 Information not provided by applicant in mail, Internet, or telephone application
## 32292                                                                   No co-applicant
## 32304                                                            Not Hispanic or Latino
## 32306                                                                   No co-applicant
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                            Not Hispanic or Latino
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                            Not Hispanic or Latino
## 32323                                                                   No co-applicant
## 32324                                                                   No co-applicant
## 32334                                                            Not Hispanic or Latino
## 32336                                                            Not Hispanic or Latino
## 32354                                                                   No co-applicant
## 32356                                                                   No co-applicant
## 32358                                                            Not Hispanic or Latino
## 32360                                                                   No co-applicant
## 32365                                                                   No co-applicant
## 32366 Information not provided by applicant in mail, Internet, or telephone application
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                                   No co-applicant
## 32388                                                            Not Hispanic or Latino
## 32394                                                                   No co-applicant
## 32406                                                                   No co-applicant
## 32418                                                            Not Hispanic or Latino
## 32424                                                            Not Hispanic or Latino
## 32430                                                            Not Hispanic or Latino
## 32436                                                            Not Hispanic or Latino
## 32448                                                            Not Hispanic or Latino
## 32454                                                                Hispanic or Latino
## 32457 Information not provided by applicant in mail, Internet, or telephone application
## 32496                                                            Not Hispanic or Latino
## 32514                                                            Not Hispanic or Latino
## 32520                                                            Not Hispanic or Latino
## 32532                                                            Not Hispanic or Latino
## 32544                                                                   No co-applicant
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                                   No co-applicant
## 32562                                                                   No co-applicant
## 32568                                                                   No co-applicant
## 32580                                                                   No co-applicant
## 32592                                                                   No co-applicant
## 32601                                                                   No co-applicant
## 32604                                                                Hispanic or Latino
## 32622                                                            Not Hispanic or Latino
## 32634                                                                   No co-applicant
## 32640                                                            Not Hispanic or Latino
## 32646                                                                   No co-applicant
## 32647 Information not provided by applicant in mail, Internet, or telephone application
## 32652                                                            Not Hispanic or Latino
## 32653 Information not provided by applicant in mail, Internet, or telephone application
## 32659                                                                   No co-applicant
## 32664                                                                   No co-applicant
## 32676                                                                   No co-applicant
## 32678                                                                   No co-applicant
## 32685                                                            Not Hispanic or Latino
## 32694                                                                   No co-applicant
## 32705                                                                   No co-applicant
## 32706                                                            Not Hispanic or Latino
## 32708                                                                   No co-applicant
## 32713                                                            Not Hispanic or Latino
## 32717                                                            Not Hispanic or Latino
## 32736                                                            Not Hispanic or Latino
## 32742                                                            Not Hispanic or Latino
## 32745                                                                   No co-applicant
## 32748                                                            Not Hispanic or Latino
## 32760                                                            Not Hispanic or Latino
## 32764 Information not provided by applicant in mail, Internet, or telephone application
## 32765                                                                   No co-applicant
## 32766                                                                   No co-applicant
## 32779                                                                   No co-applicant
## 32784                                                                   No co-applicant
## 32790                                                            Not Hispanic or Latino
## 32794                                                            Not Hispanic or Latino
## 32807                                                                   No co-applicant
## 32808                                                            Not Hispanic or Latino
## 32820                                                            Not Hispanic or Latino
## 32826                                                            Not Hispanic or Latino
## 32831                                                            Not Hispanic or Latino
## 32832                                                                   No co-applicant
## 32838                                                                   No co-applicant
## 32844                                                                   No co-applicant
## 32850                                                            Not Hispanic or Latino
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                            Not Hispanic or Latino
## 32871                                                                   No co-applicant
## 32873                                                            Not Hispanic or Latino
## 32874                                                            Not Hispanic or Latino
## 32892                                                            Not Hispanic or Latino
## 32899                                                                   No co-applicant
## 32909                                                            Not Hispanic or Latino
## 32911                                                                   No co-applicant
## 32916                                                            Not Hispanic or Latino
## 32928                                                            Not Hispanic or Latino
## 32940                                                                   No co-applicant
## 32941                                                            Not Hispanic or Latino
## 32958                                                                   No co-applicant
## 32964                                                            Not Hispanic or Latino
## 32970                                                            Not Hispanic or Latino
## 32976                                                                   No co-applicant
## 32994                                                                   No co-applicant
## 33000                                                            Not Hispanic or Latino
## 33018                                                                   No co-applicant
## 33024                                                                   No co-applicant
## 33027                                                            Not Hispanic or Latino
## 33030                                                                   No co-applicant
## 33036                                                                   No co-applicant
## 33048                                                                   No co-applicant
## 33052                                                                   No co-applicant
## 33054                                                            Not Hispanic or Latino
## 33057                                                                   No co-applicant
## 33060                                                            Not Hispanic or Latino
## 33084                                                                   No co-applicant
## 33090                                                                   No co-applicant
## 33096                                                            Not Hispanic or Latino
## 33108                                                            Not Hispanic or Latino
## 33109                                                            Not Hispanic or Latino
## 33120                                                                   No co-applicant
## 33125                                                            Not Hispanic or Latino
## 33131                                                            Not Hispanic or Latino
## 33138                                                            Not Hispanic or Latino
## 33144                                                            Not Hispanic or Latino
## 33150                                                            Not Hispanic or Latino
## 33157                                                                   No co-applicant
## 33168                                                            Not Hispanic or Latino
## 33180                                                                   No co-applicant
## 33186                                                                   No co-applicant
## 33195                                                                   No co-applicant
## 33204                                                            Not Hispanic or Latino
## 33216                                                                   No co-applicant
## 33223                                                                   No co-applicant
## 33228                                                                   No co-applicant
## 33231                                                            Not Hispanic or Latino
## 33246                                                            Not Hispanic or Latino
## 33252                                                            Not Hispanic or Latino
## 33270                                                            Not Hispanic or Latino
## 33282                                                                   No co-applicant
## 33288                                                            Not Hispanic or Latino
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                            Not Hispanic or Latino
## 33295 Information not provided by applicant in mail, Internet, or telephone application
## 33303 Information not provided by applicant in mail, Internet, or telephone application
## 33306                                                                   No co-applicant
## 33315                                                                   No co-applicant
## 33318                                                                   No co-applicant
## 33324                                                                   No co-applicant
## 33330                                                                   No co-applicant
## 33348                                                            Not Hispanic or Latino
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                            Not Hispanic or Latino
## 33417                                                                   No co-applicant
## 33426                                                                   No co-applicant
## 33432                                                                   No co-applicant
## 33444                                                            Not Hispanic or Latino
## 33445                                                            Not Hispanic or Latino
## 33456                                                            Not Hispanic or Latino
## 33457                                                                   No co-applicant
## 33469                                                                Hispanic or Latino
## 33480                                                            Not Hispanic or Latino
## 33486                                                            Not Hispanic or Latino
## 33493                                                            Not Hispanic or Latino
## 33510                                                                   No co-applicant
## 33528                                                                   No co-applicant
## 33534                                                                   No co-applicant
## 33546                                                                   No co-applicant
## 33558                                                                   No co-applicant
## 33564                                                                   No co-applicant
## 33571                                                                   No co-applicant
## 33576                                                                   No co-applicant
## 33600                                                                   No co-applicant
## 33606                                                            Not Hispanic or Latino
## 33618                                                                   No co-applicant
## 33636                                                            Not Hispanic or Latino
## 33648                                                            Not Hispanic or Latino
## 33663                                                            Not Hispanic or Latino
## 33671                                                                   No co-applicant
## 33672                                                            Not Hispanic or Latino
## 33678                                                            Not Hispanic or Latino
## 33685                                                            Not Hispanic or Latino
## 33690                                                                   No co-applicant
## 33708                                                                   No co-applicant
## 33714                                                            Not Hispanic or Latino
## 33715                                                                   No co-applicant
## 33738                                                                   No co-applicant
## 33751                                                                   No co-applicant
## 33773 Information not provided by applicant in mail, Internet, or telephone application
## 33774                                                            Not Hispanic or Latino
## 33786                                                                   No co-applicant
## 33793                                                                   No co-applicant
## 33797                                                                   No co-applicant
## 33805                                                                   No co-applicant
## 33816                                                            Not Hispanic or Latino
## 33817                                                                   No co-applicant
## 33824                                                                   No co-applicant
## 33882                                                            Not Hispanic or Latino
## 33894                                                                   No co-applicant
## 33912                                                            Not Hispanic or Latino
## 33918                                                                   No co-applicant
## 33919                                                                   No co-applicant
## 33920                                                                   No co-applicant
## 33924                                                            Not Hispanic or Latino
## 33926 Information not provided by applicant in mail, Internet, or telephone application
## 33930                                                            Not Hispanic or Latino
## 33936                                                                   No co-applicant
## 33948                                                            Not Hispanic or Latino
## 33954                                                                   No co-applicant
## 33972                                                            Not Hispanic or Latino
## 33977                                                            Not Hispanic or Latino
## 33984                                                                   No co-applicant
## 33987                                                                   No co-applicant
## 34020                                                                   No co-applicant
## 34023                                                            Not Hispanic or Latino
## 34038                                                                   No co-applicant
## 34050                                                            Not Hispanic or Latino
## 34056                                                            Not Hispanic or Latino
## 34062                                                            Not Hispanic or Latino
## 34068                                                            Not Hispanic or Latino
## 34074                                                                   No co-applicant
## 34079                                                            Not Hispanic or Latino
## 34080                                                            Not Hispanic or Latino
## 34083                                                            Not Hispanic or Latino
## 34086                                                                   No co-applicant
## 34092                                                                   No co-applicant
## 34098                                                                   No co-applicant
## 34101                                                                   No co-applicant
## 34105                                                                   No co-applicant
## 34110                                                            Not Hispanic or Latino
## 34116                                                            Not Hispanic or Latino
## 34122                                                                   No co-applicant
## 34131                                                                   No co-applicant
## 34134                                                            Not Hispanic or Latino
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                            Not Hispanic or Latino
## 34164                                                                   No co-applicant
## 34174                                                            Not Hispanic or Latino
## 34176                                                            Not Hispanic or Latino
## 34206                                                            Not Hispanic or Latino
## 34208                                                            Not Hispanic or Latino
## 34212                                                                   No co-applicant
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                            Not Hispanic or Latino
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                            Not Hispanic or Latino
## 34224                                                                   No co-applicant
## 34225                                                                   No co-applicant
## 34260                                                                   No co-applicant
## 34266                                                            Not Hispanic or Latino
## 34271                                                            Not Hispanic or Latino
## 34272                                                                   No co-applicant
## 34278                                                                   No co-applicant
## 34289                                                            Not Hispanic or Latino
## 34290                                                                   No co-applicant
## 34292 Information not provided by applicant in mail, Internet, or telephone application
## 34296                                                                   No co-applicant
## 34308                                                            Not Hispanic or Latino
## 34326                                                                   No co-applicant
## 34327                                                                   No co-applicant
## 34338                                                            Not Hispanic or Latino
## 34350                                                                   No co-applicant
## 34360                                                                   No co-applicant
## 34368                                                            Not Hispanic or Latino
## 34369                                                            Not Hispanic or Latino
## 34392                                                            Not Hispanic or Latino
## 34423                                                                   No co-applicant
## 34428                                                            Not Hispanic or Latino
## 34440                                                                   No co-applicant
## 34445                                                            Not Hispanic or Latino
## 34452                                                                   No co-applicant
## 34458                                                                   No co-applicant
## 34470                                                            Not Hispanic or Latino
## 34477                                                                   No co-applicant
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492                                                                   No co-applicant
## 34494                                                                   No co-applicant
## 34497                                                                   No co-applicant
## 34500                                                                   No co-applicant
## 34502                                                            Not Hispanic or Latino
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                                   No co-applicant
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                            Not Hispanic or Latino
## 34530                                                            Not Hispanic or Latino
## 34536                                                            Not Hispanic or Latino
## 34547                                                            Not Hispanic or Latino
## 34548                                                                   No co-applicant
## 34550                                                                   No co-applicant
## 34554                                                                   No co-applicant
## 34566                                                            Not Hispanic or Latino
## 34568                                                                   No co-applicant
## 34571                                                            Not Hispanic or Latino
## 34572                                                            Not Hispanic or Latino
## 34600                                                            Not Hispanic or Latino
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616 Information not provided by applicant in mail, Internet, or telephone application
## 34628                                                            Not Hispanic or Latino
## 34634                                                                Hispanic or Latino
## 34638                                                            Not Hispanic or Latino
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                            Not Hispanic or Latino
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                            Not Hispanic or Latino
## 34677                                                                   No co-applicant
## 34680                                                                   No co-applicant
## 34687                                                            Not Hispanic or Latino
## 34695                                                                   No co-applicant
## 34700                                                                   No co-applicant
## 34701 Information not provided by applicant in mail, Internet, or telephone application
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715 Information not provided by applicant in mail, Internet, or telephone application
## 34722                                                                   No co-applicant
## 34724                                                                   No co-applicant
## 34726                                                                   No co-applicant
## 34730                                                            Not Hispanic or Latino
## 34736                                                                   No co-applicant
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742                                                                   No co-applicant
## 34748                                                                   No co-applicant
## 34758                                                                   No co-applicant
## 34770                                                            Not Hispanic or Latino
## 34772                                                                   No co-applicant
## 34788                                                                   No co-applicant
## 34790                                                            Not Hispanic or Latino
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                            Not Hispanic or Latino
## 34817                                                            Not Hispanic or Latino
## 34818                                                            Not Hispanic or Latino
## 34820                                                                   No co-applicant
## 34830                                                                   No co-applicant
## 34831                                                                   No co-applicant
## 34838                                                                   No co-applicant
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844 Information not provided by applicant in mail, Internet, or telephone application
## 34848                                                            Not Hispanic or Latino
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                            Not Hispanic or Latino
## 34862                                                            Not Hispanic or Latino
## 34865                                                            Not Hispanic or Latino
## 34868                                                                   No co-applicant
## 34874 Information not provided by applicant in mail, Internet, or telephone application
## 34878                                                            Not Hispanic or Latino
## 34880                                                                   No co-applicant
## 34884                                                            Not Hispanic or Latino
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                            Not Hispanic or Latino
## 34901                                                                Hispanic or Latino
## 34904                                                                   No co-applicant
## 34908                                                            Not Hispanic or Latino
## 34915                                                            Not Hispanic or Latino
## 34920                                                                   No co-applicant
## 34926                                                            Not Hispanic or Latino
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                            Not Hispanic or Latino
## 34932                                                            Not Hispanic or Latino
## 34938                                                            Not Hispanic or Latino
## 34939                                                            Not Hispanic or Latino
## 34944                                                            Not Hispanic or Latino
## 34950                                                            Not Hispanic or Latino
## 34955                                                            Not Hispanic or Latino
## 34962                                                            Not Hispanic or Latino
## 34968                                                                   No co-applicant
## 34974                                                            Not Hispanic or Latino
## 34986                                                                   No co-applicant
## 34992                                                                   No co-applicant
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999                                                                   No co-applicant
## 35000                                                                   No co-applicant
## 35004                                                                   No co-applicant
## 35010                                                            Not Hispanic or Latino
## 35012 Information not provided by applicant in mail, Internet, or telephone application
## 35013                                                            Not Hispanic or Latino
## 35016                                                                Hispanic or Latino
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                                   No co-applicant
## 35029                                                                   No co-applicant
## 35032                                                            Not Hispanic or Latino
## 35034                                                                   No co-applicant
## 35036                                                                   No co-applicant
## 35041                                                            Not Hispanic or Latino
## 35046                                                                   No co-applicant
## 35052                                                            Not Hispanic or Latino
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                                   No co-applicant
## 35060                                                                   No co-applicant
## 35064                                                            Not Hispanic or Latino
## 35072                                                                   No co-applicant
## 35076                                                            Not Hispanic or Latino
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                            Not Hispanic or Latino
## 35100                                                            Not Hispanic or Latino
## 35101                                                            Not Hispanic or Latino
## 35106                                                            Not Hispanic or Latino
## 35108                                                                   No co-applicant
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                                   No co-applicant
## 35124                                                            Not Hispanic or Latino
## 35126                                                                   No co-applicant
## 35127                                                                   No co-applicant
## 35144                                                                   No co-applicant
## 35148                                                            Not Hispanic or Latino
## 35154                                                                   No co-applicant
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168                                                            Not Hispanic or Latino
## 35174                                                            Not Hispanic or Latino
## 35184                                                                   No co-applicant
## 35185                                                                   No co-applicant
## 35208                                                                   No co-applicant
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                            Not Hispanic or Latino
## 35240                                                                   No co-applicant
## 35242                                                                   No co-applicant
## 35244                                                                   No co-applicant
## 35250                                                                   No co-applicant
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                            Not Hispanic or Latino
## 35294                                                                   No co-applicant
## 35298                                                                   No co-applicant
## 35317                                                            Not Hispanic or Latino
## 35322                                                                   No co-applicant
## 35328                                                                   No co-applicant
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335                                                                Hispanic or Latino
## 35346                                                                Hispanic or Latino
## 35348                                                                   No co-applicant
## 35352                                                                   No co-applicant
## 35358                                                            Not Hispanic or Latino
## 35370                                                                   No co-applicant
## 35372                                                            Not Hispanic or Latino
## 35376                                                                   No co-applicant
## 35382                                                                   No co-applicant
## 35388                                                                   No co-applicant
## 35394                                                            Not Hispanic or Latino
## 35400                                                            Not Hispanic or Latino
## 35402                                                                   No co-applicant
## 35406                                                            Not Hispanic or Latino
## 35408 Information not provided by applicant in mail, Internet, or telephone application
## 35412                                                            Not Hispanic or Latino
## 35430                                                            Not Hispanic or Latino
## 35431                                                            Not Hispanic or Latino
## 35448                                                                   No co-applicant
## 35450                                                                   No co-applicant
## 35454                                                            Not Hispanic or Latino
## 35455                                                            Not Hispanic or Latino
## 35460                                                                   No co-applicant
## 35466                                                                   No co-applicant
## 35472                                                                   No co-applicant
## 35478                                                            Not Hispanic or Latino
## 35484                                                                   No co-applicant
## 35485                                                                   No co-applicant
## 35490                                                                   No co-applicant
## 35496                                                                   No co-applicant
## 35498                                                                   No co-applicant
## 35502                                                            Not Hispanic or Latino
## 35514                                                                   No co-applicant
## 35516                                                            Not Hispanic or Latino
## 35520                                                            Not Hispanic or Latino
## 35521 Information not provided by applicant in mail, Internet, or telephone application
## 35522                                                                   No co-applicant
## 35525                                                            Not Hispanic or Latino
## 35528                                                            Not Hispanic or Latino
## 35532                                                                   No co-applicant
## 35538                                                                   No co-applicant
## 35544                                                                   No co-applicant
## 35586                                                                   No co-applicant
## 35598                                                                   No co-applicant
## 35601                                                            Not Hispanic or Latino
## 35616                                                            Not Hispanic or Latino
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                            Not Hispanic or Latino
## 35634                                                                   No co-applicant
## 35640                                                                   No co-applicant
## 35646                                                                   No co-applicant
## 35652                                                            Not Hispanic or Latino
## 35653                                                                    Not applicable
## 35664                                                            Not Hispanic or Latino
## 35676                                                            Not Hispanic or Latino
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                            Not Hispanic or Latino
## 35688                                                            Not Hispanic or Latino
## 35703                                                                   No co-applicant
## 35724                                                                   No co-applicant
## 35730                                                            Not Hispanic or Latino
## 35737                                                                   No co-applicant
## 35742                                                                   No co-applicant
## 35748                                                                   No co-applicant
## 35760                                                            Not Hispanic or Latino
## 35784                                                            Not Hispanic or Latino
## 35789                                                            Not Hispanic or Latino
## 35790                                                            Not Hispanic or Latino
## 35802                                                            Not Hispanic or Latino
## 35814                                                                   No co-applicant
## 35820                                                            Not Hispanic or Latino
## 35910                                                            Not Hispanic or Latino
## 35921                                                                Hispanic or Latino
## 35922                                                            Not Hispanic or Latino
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937                                                                   No co-applicant
## 35946                                                            Not Hispanic or Latino
## 35970                                                            Not Hispanic or Latino
## 35979                                                            Not Hispanic or Latino
## 36006                                                            Not Hispanic or Latino
## 36013                                                                   No co-applicant
## 36015                                                                   No co-applicant
## 36043 Information not provided by applicant in mail, Internet, or telephone application
## 36073                                                                   No co-applicant
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                                   No co-applicant
## 36174                                                                   No co-applicant
## 36189                                                                   No co-applicant
## 36192                                                            Not Hispanic or Latino
## 36226                                                            Not Hispanic or Latino
## 36261                                                            Not Hispanic or Latino
## 36265                                                                   No co-applicant
## 36283                                                                   No co-applicant
## 36304                                                                   No co-applicant
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                                   No co-applicant
## 36400                                                                   No co-applicant
## 36419                                                                   No co-applicant
## 36432                                                            Not Hispanic or Latino
## 36475                                                                   No co-applicant
## 36492                                                            Not Hispanic or Latino
## 36525                                                                   No co-applicant
## 36569                                                                Hispanic or Latino
## 36596                                                                   No co-applicant
## 36600                                                                   No co-applicant
## 36630                                                                   No co-applicant
## 36637                                                            Not Hispanic or Latino
## 36641                                                                   No co-applicant
## 36748                                                            Not Hispanic or Latino
## 36789                                                                   No co-applicant
## 36799                                                            Not Hispanic or Latino
## 36843                                                                   No co-applicant
## 36849                                                                   No co-applicant
## 36866 Information not provided by applicant in mail, Internet, or telephone application
## 36883 Information not provided by applicant in mail, Internet, or telephone application
## 36901                                                                   No co-applicant
## 36924                                                            Not Hispanic or Latino
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077                                                                   No co-applicant
## 37113                                                            Not Hispanic or Latino
## 37167                                                                   No co-applicant
## 37171                                                                   No co-applicant
## 37201                                                            Not Hispanic or Latino
## 37207 Information not provided by applicant in mail, Internet, or telephone application
## 37262 Information not provided by applicant in mail, Internet, or telephone application
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                            Not Hispanic or Latino
## 37393                                                            Not Hispanic or Latino
## 37402                                                                   No co-applicant
## 37419                                                            Not Hispanic or Latino
## 37435                                                                   No co-applicant
## 37442 Information not provided by applicant in mail, Internet, or telephone application
## 37448                                                                   No co-applicant
## 37484                                                            Not Hispanic or Latino
## 37579                                                            Not Hispanic or Latino
## 37584                                                            Not Hispanic or Latino
## 37591                                                                    Not applicable
## 37644                                                                Hispanic or Latino
## 37681                                                                   No co-applicant
## 37692                                                            Not Hispanic or Latino
## 37701                                                            Not Hispanic or Latino
## 37761                                                            Not Hispanic or Latino
## 37783                                                                   No co-applicant
## 37784                                                            Not Hispanic or Latino
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821                                                                   No co-applicant
## 37832                                                                   No co-applicant
## 37862                                                                Hispanic or Latino
## 37868                                                            Not Hispanic or Latino
## 37888                                                            Not Hispanic or Latino
## 37896                                                                   No co-applicant
## 37968                                                            Not Hispanic or Latino
## 37970                                                            Not Hispanic or Latino
## 38000                                                            Not Hispanic or Latino
## 38014                                                                    Not applicable
## 38036                                                            Not Hispanic or Latino
## 38042                                                            Not Hispanic or Latino
## 38077                                                                    Not applicable
## 38126                                                                   No co-applicant
## 38145                                                                   No co-applicant
## 38149 Information not provided by applicant in mail, Internet, or telephone application
## 38164                                                                   No co-applicant
## 38166                                                            Not Hispanic or Latino
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                                   No co-applicant
## 38263                                                            Not Hispanic or Latino
## 38280                                                            Not Hispanic or Latino
## 38334                                                            Not Hispanic or Latino
## 38346                                                                   No co-applicant
## 38440                                                            Not Hispanic or Latino
## 38462                                                                    Not applicable
## 38476                                                            Not Hispanic or Latino
## 38481 Information not provided by applicant in mail, Internet, or telephone application
## 38492                                                            Not Hispanic or Latino
## 38565                                                            Not Hispanic or Latino
## 38599 Information not provided by applicant in mail, Internet, or telephone application
## 38605                                                                   No co-applicant
## 38673                                                                   No co-applicant
## 38695                                                            Not Hispanic or Latino
## 38709                                                            Not Hispanic or Latino
## 38717                                                                   No co-applicant
## 38719                                                                   No co-applicant
## 38760                                                            Not Hispanic or Latino
## 38777                                                                   No co-applicant
## 38841                                                                   No co-applicant
## 38874                                                            Not Hispanic or Latino
## 38921                                                            Not Hispanic or Latino
## 38924                                                                   No co-applicant
## 38946                                                            Not Hispanic or Latino
## 38970                                                            Not Hispanic or Latino
## 38976                                                            Not Hispanic or Latino
## 38990                                                                   No co-applicant
## 39011                                                            Not Hispanic or Latino
## 39012                                                            Not Hispanic or Latino
## 39030                                                            Not Hispanic or Latino
## 39036                                                            Not Hispanic or Latino
## 39041                                                            Not Hispanic or Latino
## 39066                                                            Not Hispanic or Latino
## 39078                                                            Not Hispanic or Latino
## 39090                                                                Hispanic or Latino
## 39096                                                                   No co-applicant
## 39124                                                            Not Hispanic or Latino
## 39150                                                            Not Hispanic or Latino
## 39156                                                            Not Hispanic or Latino
## 39172                                                            Not Hispanic or Latino
## 39186                                                            Not Hispanic or Latino
## 39188                                                            Not Hispanic or Latino
## 39192                                                                   No co-applicant
## 39201                                                                   No co-applicant
## 39204                                                                   No co-applicant
## 39210                                                                   No co-applicant
## 39222                                                            Not Hispanic or Latino
## 39234                                                            Not Hispanic or Latino
## 39237                                                                   No co-applicant
## 39246                                                            Not Hispanic or Latino
## 39252                                                            Not Hispanic or Latino
## 39258                                                            Not Hispanic or Latino
## 39285                                                                   No co-applicant
## 39288                                                                   No co-applicant
## 39292                                                                   No co-applicant
## 39313                                                            Not Hispanic or Latino
## 39348                                                                   No co-applicant
## 39397 Information not provided by applicant in mail, Internet, or telephone application
## 39420                                                            Not Hispanic or Latino
## 39423                                                                   No co-applicant
## 39432                                                                   No co-applicant
## 39453                                                                   No co-applicant
## 39486                                                            Not Hispanic or Latino
## 39493                                                                   No co-applicant
## 39498                                                                   No co-applicant
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                            Not Hispanic or Latino
## 39534                                                            Not Hispanic or Latino
## 39541                                                                Hispanic or Latino
## 39546                                                            Not Hispanic or Latino
## 39555                                                            Not Hispanic or Latino
## 39558                                                            Not Hispanic or Latino
## 39564                                                            Not Hispanic or Latino
## 39570                                                            Not Hispanic or Latino
## 39576                                                            Not Hispanic or Latino
## 39578                                                                   No co-applicant
## 39582                                                            Not Hispanic or Latino
## 39585                                                            Not Hispanic or Latino
## 39588                                                            Not Hispanic or Latino
## 39594                                                            Not Hispanic or Latino
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                            Not Hispanic or Latino
## 39606                                                                   No co-applicant
## 39618                                                            Not Hispanic or Latino
## 39624                                                                   No co-applicant
## 39625                                                            Not Hispanic or Latino
## 39627                                                            Not Hispanic or Latino
## 39630                                                                   No co-applicant
## 39631                                                                   No co-applicant
## 39636                                                                   No co-applicant
## 39637                                                                   No co-applicant
## 39642                                                                   No co-applicant
## 39647                                                            Not Hispanic or Latino
## 39648                                                                   No co-applicant
## 39654                                                            Not Hispanic or Latino
## 39660                                                            Not Hispanic or Latino
## 39666                                                                   No co-applicant
## 39678                                                                   No co-applicant
## 39686                                                                   No co-applicant
## 39701                                                                   No co-applicant
## 39728                                                                   No co-applicant
## 39732                                                                   No co-applicant
## 39758                                                                   No co-applicant
## 39762                                                                   No co-applicant
## 39768                                                            Not Hispanic or Latino
## 39780                                                            Not Hispanic or Latino
## 39798                                                            Not Hispanic or Latino
## 39810                                                            Not Hispanic or Latino
## 39816                                                            Not Hispanic or Latino
## 39828                                                            Not Hispanic or Latino
## 39829                                                                   No co-applicant
## 39834                                                            Not Hispanic or Latino
## 39851                                                            Not Hispanic or Latino
## 39858                                                                   No co-applicant
## 39879 Information not provided by applicant in mail, Internet, or telephone application
## 39889                                                                   No co-applicant
## 39906                                                                   No co-applicant
## 39919                                                                   No co-applicant
## 39940                                                            Not Hispanic or Latino
## 39948                                                                   No co-applicant
## 39960                                                            Not Hispanic or Latino
## 40034                                                            Not Hispanic or Latino
## 40068                                                                   No co-applicant
## 40069                                                            Not Hispanic or Latino
## 40073                                                                   No co-applicant
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                                   No co-applicant
## 40152                                                                   No co-applicant
## 40204                                                                   No co-applicant
## 40218                                                            Not Hispanic or Latino
## 40240                                                                   No co-applicant
## 40278                                                                   No co-applicant
## 40282                                                            Not Hispanic or Latino
## 40302                                                            Not Hispanic or Latino
## 40310                                                                   No co-applicant
## 40317                                                                   No co-applicant
## 40340                                                            Not Hispanic or Latino
## 40345                                                                   No co-applicant
## 40379                                                                   No co-applicant
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                            Not Hispanic or Latino
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396                                                                   No co-applicant
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                                   No co-applicant
## 40465                                                                   No co-applicant
## 40488                                                                   No co-applicant
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                            Not Hispanic or Latino
## 40529                                                                   No co-applicant
## 40530                                                            Not Hispanic or Latino
## 40550                                                            Not Hispanic or Latino
## 40567                                                                   No co-applicant
## 40639                                                                   No co-applicant
## 40640                                                            Not Hispanic or Latino
## 40645                                                                   No co-applicant
## 40661                                                                   No co-applicant
## 40705                                                                   No co-applicant
## 40707                                                                   No co-applicant
## 40716                                                                   No co-applicant
## 40731                                                                   No co-applicant
## 40740                                                            Not Hispanic or Latino
## 40741                                                                   No co-applicant
## 40744                                                            Not Hispanic or Latino
## 40762                                                                   No co-applicant
## 40803                                                                   No co-applicant
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                            Not Hispanic or Latino
## 40853                                                                   No co-applicant
## 40877                                                            Not Hispanic or Latino
## 40897                                                                   No co-applicant
## 40929                                                            Not Hispanic or Latino
## 40978                                                                   No co-applicant
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995                                                                   No co-applicant
## 41037                                                                   No co-applicant
## 41041                                                                Hispanic or Latino
## 41047                                                            Not Hispanic or Latino
## 41119                                                                   No co-applicant
## 41149                                                                   No co-applicant
## 41176                                                            Not Hispanic or Latino
## 41191                                                                   No co-applicant
## 41218                                                            Not Hispanic or Latino
## 41229 Information not provided by applicant in mail, Internet, or telephone application
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                            Not Hispanic or Latino
## 41320                                                            Not Hispanic or Latino
## 41332 Information not provided by applicant in mail, Internet, or telephone application
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                                   No co-applicant
## 41368                                                            Not Hispanic or Latino
## 41381                                                                   No co-applicant
## 41406                                                                   No co-applicant
## 41448                                                            Not Hispanic or Latino
## 41479                                                            Not Hispanic or Latino
## 41499                                                            Not Hispanic or Latino
## 41515                                                                   No co-applicant
## 41526                                                            Not Hispanic or Latino
## 41561                                                            Not Hispanic or Latino
## 41574                                                                   No co-applicant
## 41584                                                            Not Hispanic or Latino
## 41592                                                            Not Hispanic or Latino
## 41602                                                            Not Hispanic or Latino
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                                   No co-applicant
## 41644                                                                   No co-applicant
## 41692                                                            Not Hispanic or Latino
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733                                                                   No co-applicant
## 41769                                                                   No co-applicant
## 41822                                                                    Not applicable
## 41828                                                            Not Hispanic or Latino
## 41857                                                            Not Hispanic or Latino
## 41858                                                            Not Hispanic or Latino
## 41865 Information not provided by applicant in mail, Internet, or telephone application
## 41871                                                                   No co-applicant
## 41925                                                                   No co-applicant
## 41931                                                                   No co-applicant
## 41991 Information not provided by applicant in mail, Internet, or telephone application
## 42039                                                                   No co-applicant
## 42088                                                                   No co-applicant
## 42094                                                            Not Hispanic or Latino
## 42173                                                            Not Hispanic or Latino
## 42182                                                                   No co-applicant
## 42211                                                            Not Hispanic or Latino
## 42222                                                            Not Hispanic or Latino
## 42224                                                                    Not applicable
## 42267                                                                   No co-applicant
## 42274                                                                   No co-applicant
## 42278                                                            Not Hispanic or Latino
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                                   No co-applicant
## 42314                                                                   No co-applicant
## 42358                                                            Not Hispanic or Latino
## 42359                                                                   No co-applicant
## 42422                                                            Not Hispanic or Latino
## 42451                                                            Not Hispanic or Latino
## 42454                                                            Not Hispanic or Latino
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                                   No co-applicant
## 42584                                                            Not Hispanic or Latino
## 42676                                                                   No co-applicant
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                            Not Hispanic or Latino
## 42794                                                            Not Hispanic or Latino
## 42825                                                                   No co-applicant
## 42826                                                                   No co-applicant
## 42858                                                            Not Hispanic or Latino
## 42892                                                            Not Hispanic or Latino
## 42916 Information not provided by applicant in mail, Internet, or telephone application
## 42920                                                            Not Hispanic or Latino
## 42925                                                            Not Hispanic or Latino
## 43000                                                            Not Hispanic or Latino
## 43021                                                            Not Hispanic or Latino
## 43060                                                            Not Hispanic or Latino
## 43066                                                                   No co-applicant
## 43072 Information not provided by applicant in mail, Internet, or telephone application
## 43092                                                                   No co-applicant
## 43102                                                            Not Hispanic or Latino
## 43107                                                            Not Hispanic or Latino
## 43126                                                            Not Hispanic or Latino
## 43128                                                            Not Hispanic or Latino
## 43143                                                                   No co-applicant
## 43151                                                                Hispanic or Latino
## 43155                                                                   No co-applicant
## 43209                                                            Not Hispanic or Latino
## 43210 Information not provided by applicant in mail, Internet, or telephone application
## 43379                                                            Not Hispanic or Latino
## 43396                                                                   No co-applicant
## 43401                                                                   No co-applicant
## 43440                                                            Not Hispanic or Latino
## 43470                                                            Not Hispanic or Latino
## 43485                                                            Not Hispanic or Latino
## 43521                                                                   No co-applicant
## 43524                                                            Not Hispanic or Latino
## 43530                                                                Hispanic or Latino
## 43548                                                            Not Hispanic or Latino
## 43554                                                                   No co-applicant
## 43557                                                            Not Hispanic or Latino
## 43575                                                                   No co-applicant
## 43578                                                            Not Hispanic or Latino
## 43584                                                                   No co-applicant
## 43626                                                            Not Hispanic or Latino
## 43638                                                            Not Hispanic or Latino
## 43710                                                            Not Hispanic or Latino
## 43720                                                                   No co-applicant
## 43726                                                                   No co-applicant
## 43754                                                            Not Hispanic or Latino
## 43930                                                                   No co-applicant
## 43952                                                                   No co-applicant
## 43983                                                                   No co-applicant
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                                   No co-applicant
## 44044                                                            Not Hispanic or Latino
## 44054                                                            Not Hispanic or Latino
## 44068                                                            Not Hispanic or Latino
## 44110                                                                   No co-applicant
## 44169                                                                   No co-applicant
## 44225                                                            Not Hispanic or Latino
## 44251                                                                   No co-applicant
## 44256                                                                   No co-applicant
## 44268                                                            Not Hispanic or Latino
## 44286                                                            Not Hispanic or Latino
## 44298                                                            Not Hispanic or Latino
## 44308 Information not provided by applicant in mail, Internet, or telephone application
## 44316                                                                   No co-applicant
## 44321                                                                    Not applicable
## 44325                                                                   No co-applicant
## 44331                                                                   No co-applicant
## 44358                                                                   No co-applicant
## 44364                                                            Not Hispanic or Latino
## 44376                                                                   No co-applicant
## 44382                                                            Not Hispanic or Latino
## 44388                                                                   No co-applicant
## 44400                                                                   No co-applicant
## 44412                                                            Not Hispanic or Latino
## 44418                                                                   No co-applicant
## 44424                                                            Not Hispanic or Latino
## 44432                                                            Not Hispanic or Latino
## 44436                                                            Not Hispanic or Latino
## 44438                                                            Not Hispanic or Latino
## 44448                                                                   No co-applicant
## 44454                                                            Not Hispanic or Latino
## 44464                                                                   No co-applicant
## 44474                                                                   No co-applicant
## 44510                                                                    Not applicable
## 44520                                                                   No co-applicant
## 44537                                                            Not Hispanic or Latino
## 44538                                                                   No co-applicant
## 44566                                                            Not Hispanic or Latino
## 44599                                                                   No co-applicant
## 44625                                                            Not Hispanic or Latino
## 44639                                                            Not Hispanic or Latino
## 44646                                                                   No co-applicant
## 44648                                                            Not Hispanic or Latino
## 44652                                                                   No co-applicant
## 44694                                                            Not Hispanic or Latino
## 44698                                                            Not Hispanic or Latino
## 44715                                                            Not Hispanic or Latino
## 44746                                                                   No co-applicant
## 44747                                                            Not Hispanic or Latino
## 44785                                                            Not Hispanic or Latino
## 44801                                                            Not Hispanic or Latino
## 44848                                                            Not Hispanic or Latino
## 44879                                                            Not Hispanic or Latino
## 44938                                                            Not Hispanic or Latino
## 45003                                                                   No co-applicant
## 45100                                                            Not Hispanic or Latino
## 45108                                                            Not Hispanic or Latino
## 45153                                                                   No co-applicant
## 45171                                                                   No co-applicant
## 45205                                                                   No co-applicant
## 45339                                                            Not Hispanic or Latino
## 45351                                                            Not Hispanic or Latino
## 45361                                                            Not Hispanic or Latino
## 45386                                                                   No co-applicant
## 45434                                                            Not Hispanic or Latino
## 45443                                                                Hispanic or Latino
## 45452                                                                   No co-applicant
## 45482                                                            Not Hispanic or Latino
## 45486                                                                   No co-applicant
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                                   No co-applicant
## 45633                                                                   No co-applicant
## 45641                                                            Not Hispanic or Latino
## 45646                                                                   No co-applicant
## 45660                                                            Not Hispanic or Latino
## 45676                                                            Not Hispanic or Latino
## 45690                                                            Not Hispanic or Latino
## 45714                                                            Not Hispanic or Latino
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741                                                                   No co-applicant
## 45778                                                            Not Hispanic or Latino
## 45877                                                                   No co-applicant
## 45928                                                            Not Hispanic or Latino
## 45975                                                            Not Hispanic or Latino
## 46035 Information not provided by applicant in mail, Internet, or telephone application
## 46093                                                                   No co-applicant
## 46137                                                                   No co-applicant
## 46144                                                            Not Hispanic or Latino
## 46228                                                                   No co-applicant
## 46229                                                                   No co-applicant
## 46251                                                                   No co-applicant
## 46269                                                                   No co-applicant
## 46275                                                                   No co-applicant
## 46311                                                                   No co-applicant
## 46455                                                                   No co-applicant
## 46472                                                                   No co-applicant
## 46498                                                                   No co-applicant
## 46608                                                            Not Hispanic or Latino
## 46624                                                                   No co-applicant
## 46654                                                            Not Hispanic or Latino
## 46659                                                                   No co-applicant
## 46707                                                            Not Hispanic or Latino
## 46717                                                                   No co-applicant
## 46743 Information not provided by applicant in mail, Internet, or telephone application
## 46751                                                            Not Hispanic or Latino
## 46763                                                            Not Hispanic or Latino
## 46786                                                                Hispanic or Latino
## 46809                                                                   No co-applicant
## 46869                                                                   No co-applicant
## 46890                                                            Not Hispanic or Latino
## 46936                                                            Not Hispanic or Latino
## 46938                                                            Not Hispanic or Latino
## 46959                                                                   No co-applicant
## 47030                                                                   No co-applicant
## 47040                                                            Not Hispanic or Latino
## 47092                                                            Not Hispanic or Latino
## 47115                                                            Not Hispanic or Latino
## 47187                                                            Not Hispanic or Latino
## 47261                                                                   No co-applicant
## 47343                                                                   No co-applicant
## 47356                                                                   No co-applicant
## 47445                                                            Not Hispanic or Latino
## 47517                                                                   No co-applicant
## 47556                                                                   No co-applicant
## 47568                                                                   No co-applicant
## 47574                                                                   No co-applicant
## 47584                                                                   No co-applicant
## 47606                                                                   No co-applicant
## 47610                                                                   No co-applicant
## 47616                                                                   No co-applicant
## 47644                                                            Not Hispanic or Latino
## 47646                                                            Not Hispanic or Latino
## 47683                                                                   No co-applicant
## 47706                                                            Not Hispanic or Latino
## 47713                                                            Not Hispanic or Latino
## 47718                                                            Not Hispanic or Latino
## 47724                                                            Not Hispanic or Latino
## 47736                                                            Not Hispanic or Latino
## 47742                                                            Not Hispanic or Latino
## 47755                                                                   No co-applicant
## 47756                                                                   No co-applicant
## 47777                                                                   No co-applicant
## 47778                                                            Not Hispanic or Latino
## 47784                                                            Not Hispanic or Latino
## 47796                                                            Not Hispanic or Latino
## 47805                                                            Not Hispanic or Latino
## 47824                                                            Not Hispanic or Latino
## 47839                                                                   No co-applicant
## 47844                                                            Not Hispanic or Latino
## 47875                                                            Not Hispanic or Latino
## 47899                                                                   No co-applicant
## 47929                                                            Not Hispanic or Latino
## 47955                                                            Not Hispanic or Latino
## 47975                                                            Not Hispanic or Latino
## 47983                                                            Not Hispanic or Latino
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                            Not Hispanic or Latino
## 48095                                                            Not Hispanic or Latino
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                            Not Hispanic or Latino
## 48204                                                                   No co-applicant
## 48225                                                                   No co-applicant
## 48288                                                            Not Hispanic or Latino
## 48295                                                            Not Hispanic or Latino
## 48315 Information not provided by applicant in mail, Internet, or telephone application
## 48316                                                                   No co-applicant
## 48317                                                            Not Hispanic or Latino
## 48339 Information not provided by applicant in mail, Internet, or telephone application
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                            Not Hispanic or Latino
## 48532                                                                   No co-applicant
## 48553                                                            Not Hispanic or Latino
## 48586                                                                   No co-applicant
## 48682                                                            Not Hispanic or Latino
## 48743                                                                Hispanic or Latino
## 48748                                                            Not Hispanic or Latino
## 48759                                                            Not Hispanic or Latino
## 48766                                                                Hispanic or Latino
## 48778 Information not provided by applicant in mail, Internet, or telephone application
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                            Not Hispanic or Latino
## 48799                                                                   No co-applicant
## 48811                                                                    Not applicable
## 48814                                                                   No co-applicant
## 48834                                                                   No co-applicant
## 48844                                                                   No co-applicant
## 48988                                                            Not Hispanic or Latino
## 49015                                                            Not Hispanic or Latino
## 49045                                                                   No co-applicant
## 49054                                                                   No co-applicant
## 49055                                                            Not Hispanic or Latino
## 49069                                                            Not Hispanic or Latino
## 49091                                                                   No co-applicant
## 49146                                                                Hispanic or Latino
## 49161                                                            Not Hispanic or Latino
## 49165                                                            Not Hispanic or Latino
## 49177                                                                   No co-applicant
## 49222                                                            Not Hispanic or Latino
## 49229                                                            Not Hispanic or Latino
## 49235                                                            Not Hispanic or Latino
## 49243                                                                   No co-applicant
## 49253                                                                   No co-applicant
## 49297                                                                   No co-applicant
## 49389                                                                   No co-applicant
## 49398                                                                   No co-applicant
## 49416                                                            Not Hispanic or Latino
## 49419                                                                   No co-applicant
## 49425                                                            Not Hispanic or Latino
## 49431                                                                   No co-applicant
## 49452                                                            Not Hispanic or Latino
## 49469                                                            Not Hispanic or Latino
## 49498                                                                   No co-applicant
## 49559                                                            Not Hispanic or Latino
## 49576                                                            Not Hispanic or Latino
## 49589                                                            Not Hispanic or Latino
## 49594                                                                   No co-applicant
## 49602                                                            Not Hispanic or Latino
## 49685                                                                   No co-applicant
## 49705                                                                   No co-applicant
## 49717                                                                   No co-applicant
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763                                                                   No co-applicant
## 49769                                                            Not Hispanic or Latino
## 49771                                                            Not Hispanic or Latino
## 49779                                                                   No co-applicant
## 49785                                                                   No co-applicant
## 49877                                                                   No co-applicant
## 49923                                                                   No co-applicant
## 49924                                                                   No co-applicant
## 49926                                                            Not Hispanic or Latino
## 50012                                                                   No co-applicant
## 50047                                                            Not Hispanic or Latino
## 50055                                                                   No co-applicant
## 50060                                                            Not Hispanic or Latino
## 50062                                                                   No co-applicant
## 50079                                                                   No co-applicant
## 50092                                                            Not Hispanic or Latino
## 50098                                                            Not Hispanic or Latino
## 50105                                                                   No co-applicant
## 50124                                                            Not Hispanic or Latino
## 50130                                                            Not Hispanic or Latino
## 50142                                                                   No co-applicant
## 50145                                                                   No co-applicant
## 50148                                                                   No co-applicant
## 50158                                                                   No co-applicant
## 50160                                                                   No co-applicant
## 50166                                                                   No co-applicant
## 50172                                                                Hispanic or Latino
## 50200                                                                   No co-applicant
## 50220                                                                   No co-applicant
## 50224                                                                   No co-applicant
## 50227                                                                   No co-applicant
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                            Not Hispanic or Latino
## 50352                                                            Not Hispanic or Latino
## 50358                                                            Not Hispanic or Latino
## 50364                                                                   No co-applicant
## 50371                                                            Not Hispanic or Latino
## 50376                                                                   No co-applicant
## 50377                                                            Not Hispanic or Latino
## 50382                                                            Not Hispanic or Latino
## 50385                                                                   No co-applicant
## 50394                                                            Not Hispanic or Latino
## 50400                                                            Not Hispanic or Latino
## 50412                                                            Not Hispanic or Latino
## 50424                                                                   No co-applicant
## 50443                                                                    Not applicable
## 50454                                                                   No co-applicant
## 50469                                                                   No co-applicant
## 50472                                                                   No co-applicant
## 50481                                                            Not Hispanic or Latino
## 50484                                                            Not Hispanic or Latino
## 50490                                                            Not Hispanic or Latino
## 50495                                                                   No co-applicant
## 50502                                                                   No co-applicant
## 50526                                                            Not Hispanic or Latino
## 50538                                                            Not Hispanic or Latino
## 50556                                                            Not Hispanic or Latino
## 50573                                                                   No co-applicant
## 50574                                                                   No co-applicant
## 50580                                                                   No co-applicant
## 50586                                                            Not Hispanic or Latino
## 50598                                                                   No co-applicant
## 50604                                                                   No co-applicant
## 50610                                                            Not Hispanic or Latino
## 50622                                                                   No co-applicant
## 50633                                                            Not Hispanic or Latino
## 50634                                                            Not Hispanic or Latino
## 50646                                                                   No co-applicant
## 50658                                                            Not Hispanic or Latino
## 50659                                                                   No co-applicant
## 50668                                                                   No co-applicant
## 50682                                                                   No co-applicant
## 50736                                                                Hispanic or Latino
## 50743                                                            Not Hispanic or Latino
## 50748                                                            Not Hispanic or Latino
## 50760                                                            Not Hispanic or Latino
## 50772                                                            Not Hispanic or Latino
## 50808                                                            Not Hispanic or Latino
## 50815                                                            Not Hispanic or Latino
## 50862                                                            Not Hispanic or Latino
##                                                                   applicant_race_name_1
## 1     Information not provided by applicant in mail, Internet, or telephone application
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9     Information not provided by applicant in mail, Internet, or telephone application
## 37    Information not provided by applicant in mail, Internet, or telephone application
## 51                                                                                White
## 87                                                                                White
## 112                                                                               Asian
## 154                                                                               White
## 171                                                                               White
## 177   Information not provided by applicant in mail, Internet, or telephone application
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                                               White
## 250                                                           Black or African American
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                                               White
## 334                                                                               White
## 336                                                                               White
## 361                                                                               White
## 399   Information not provided by applicant in mail, Internet, or telephone application
## 454                                                                               White
## 458                                                                               White
## 472                                                                               White
## 482                                                                               White
## 515   Information not provided by applicant in mail, Internet, or telephone application
## 544                                                                      Not applicable
## 555   Information not provided by applicant in mail, Internet, or telephone application
## 628                                                                               White
## 639                                                                               White
## 652                                                                               White
## 676                                                                               Asian
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693   Information not provided by applicant in mail, Internet, or telephone application
## 697   Information not provided by applicant in mail, Internet, or telephone application
## 711   Information not provided by applicant in mail, Internet, or telephone application
## 712                                                                               White
## 723   Information not provided by applicant in mail, Internet, or telephone application
## 728                                                                               White
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                                               White
## 769   Information not provided by applicant in mail, Internet, or telephone application
## 790                                                                               White
## 795   Information not provided by applicant in mail, Internet, or telephone application
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                                               White
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850   Information not provided by applicant in mail, Internet, or telephone application
## 856                                                                               Asian
## 886                                                                               White
## 888                                                                               White
## 916                                                                               White
## 933                                                                               White
## 952                                                                               Asian
## 976   Information not provided by applicant in mail, Internet, or telephone application
## 988                                                                               White
## 1000  Information not provided by applicant in mail, Internet, or telephone application
## 1004                                                                              White
## 1006                                                                              White
## 1024                                                                              White
## 1051                                                                              Asian
## 1059                                                                              White
## 1084  Information not provided by applicant in mail, Internet, or telephone application
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                                              Asian
## 1131  Information not provided by applicant in mail, Internet, or telephone application
## 1133                                                          Black or African American
## 1168                                                                              Asian
## 1186  Information not provided by applicant in mail, Internet, or telephone application
## 1192  Information not provided by applicant in mail, Internet, or telephone application
## 1204                                                                              White
## 1214                                                                              White
## 1294                                                                              White
## 1306                                                                              Asian
## 1307                                                                              White
## 1311                                                                              Asian
## 1327                                                          Black or African American
## 1353                                                                              White
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                                              Asian
## 1390                                                                              White
## 1395                                                                              White
## 1461                                                                              White
## 1486                                                                              Asian
## 1491  Information not provided by applicant in mail, Internet, or telephone application
## 1498                                                                              White
## 1510  Information not provided by applicant in mail, Internet, or telephone application
## 1533  Information not provided by applicant in mail, Internet, or telephone application
## 1578                                                                              Asian
## 1588  Information not provided by applicant in mail, Internet, or telephone application
## 1594  Information not provided by applicant in mail, Internet, or telephone application
## 1612                                                                              White
## 1623                                                          Black or African American
## 1636                                                                              White
## 1647                                                                              White
## 1660                                                                              Asian
## 1679                                                          Black or African American
## 1702                                                          Black or African American
## 1725                                                                              White
## 1731                                                                              White
## 1737                                                                              White
## 1756                                                                              White
## 1761                                                                              White
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                                              Asian
## 1798                                                                              White
## 1803  Information not provided by applicant in mail, Internet, or telephone application
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                                              White
## 1839  Information not provided by applicant in mail, Internet, or telephone application
## 1892                                                                              Asian
## 1898                                                                              White
## 1906  Information not provided by applicant in mail, Internet, or telephone application
## 1910                                                                              White
## 1916  Information not provided by applicant in mail, Internet, or telephone application
## 1924                                                                              White
## 1936                                                                              White
## 1953                                                                              White
## 1954                                                                              Asian
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                                              White
## 1983                                                                              White
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050  Information not provided by applicant in mail, Internet, or telephone application
## 2055  Information not provided by applicant in mail, Internet, or telephone application
## 2110                                                                              Asian
## 2164  Information not provided by applicant in mail, Internet, or telephone application
## 2187                                                                              White
## 2194                                                                              Asian
## 2218                                                                              White
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                                              White
## 2290                                                                              White
## 2318                                                                              White
## 2332                                                                              White
## 2335                                                          Black or African American
## 2343                                                                              White
## 2349                                                                              White
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                                              Asian
## 2380                                                                              White
## 2386                                                                              White
## 2410  Information not provided by applicant in mail, Internet, or telephone application
## 2440                                                                              White
## 2451                                                                              White
## 2487                                                                              White
## 2491                                                                              Asian
## 2505                                                                              White
## 2516                                                                              White
## 2523  Information not provided by applicant in mail, Internet, or telephone application
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                                              White
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                                              Asian
## 2566                                                                              White
## 2590                                                                              White
## 2625  Information not provided by applicant in mail, Internet, or telephone application
## 2626                                                                              White
## 2643  Information not provided by applicant in mail, Internet, or telephone application
## 2656  Information not provided by applicant in mail, Internet, or telephone application
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                                              White
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747  Information not provided by applicant in mail, Internet, or telephone application
## 2774                                                                              White
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                              White
## 2806                                                                              White
## 2818  Information not provided by applicant in mail, Internet, or telephone application
## 2836                                                                              White
## 2860  Information not provided by applicant in mail, Internet, or telephone application
## 2872                                                                              White
## 2884  Information not provided by applicant in mail, Internet, or telephone application
## 2890                                                                              White
## 2900                                                                              White
## 2902  Information not provided by applicant in mail, Internet, or telephone application
## 2949                                                                              White
## 2951                                                          Black or African American
## 2956                                                                              Asian
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                                              White
## 3053  Information not provided by applicant in mail, Internet, or telephone application
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                                              White
## 3123                                                                              White
## 3166                                                                              Asian
## 3213  Information not provided by applicant in mail, Internet, or telephone application
## 3232                                                                              White
## 3247  Information not provided by applicant in mail, Internet, or telephone application
## 3267                                                                              White
## 3274                                                                              White
## 3280                                                                              Asian
## 3286                                                                              White
## 3292  Information not provided by applicant in mail, Internet, or telephone application
## 3334  Information not provided by applicant in mail, Internet, or telephone application
## 3339                                                                              White
## 3380                                                                              Asian
## 3381  Information not provided by applicant in mail, Internet, or telephone application
## 3387                                                                              White
## 3429  Information not provided by applicant in mail, Internet, or telephone application
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                                              White
## 3470  Information not provided by applicant in mail, Internet, or telephone application
## 3495                                                   American Indian or Alaska Native
## 3520                                                                              White
## 3542  Information not provided by applicant in mail, Internet, or telephone application
## 3544                                                          Black or African American
## 3575                                                          Black or African American
## 3580  Information not provided by applicant in mail, Internet, or telephone application
## 3586                                                                              White
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592  Information not provided by applicant in mail, Internet, or telephone application
## 3615                                                          Black or African American
## 3630                                                                              White
## 3660                                                                              White
## 3664                                                                              White
## 3690                                                                              White
## 3736  Information not provided by applicant in mail, Internet, or telephone application
## 3743                                                          Black or African American
## 3749  Information not provided by applicant in mail, Internet, or telephone application
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                                              White
## 3790                                                                              White
## 3796                                                                              White
## 3797                                                                              White
## 3837  Information not provided by applicant in mail, Internet, or telephone application
## 3862                                                                              White
## 3874                                                                              White
## 3887                                                          Black or African American
## 3899                                                                              White
## 3904  Information not provided by applicant in mail, Internet, or telephone application
## 3921                                                                              Asian
## 3922                                                                              Asian
## 3934  Information not provided by applicant in mail, Internet, or telephone application
## 3975                                                                              White
## 3982                                                                              Asian
## 4018                                                                              White
## 4054  Information not provided by applicant in mail, Internet, or telephone application
## 4072                                                                              Asian
## 4108                                                                              White
## 4126                                                                              White
## 4174  Information not provided by applicant in mail, Internet, or telephone application
## 4178                                                                              White
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                                              White
## 4233                                                                              White
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251  Information not provided by applicant in mail, Internet, or telephone application
## 4253  Information not provided by applicant in mail, Internet, or telephone application
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                                              White
## 4276                                                                              White
## 4283                                                                              White
## 4293                                                                              White
## 4295  Information not provided by applicant in mail, Internet, or telephone application
## 4299                                                                              White
## 4301                                                                              White
## 4305                                                                              White
## 4306                                                                              White
## 4310                                                                              White
## 4319                                                                              White
## 4325                                                                              White
## 4330  Information not provided by applicant in mail, Internet, or telephone application
## 4331                                                                              White
## 4341                                                                              White
## 4345                                                                              White
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                                              White
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371                                                          Black or African American
## 4375                                                          Black or African American
## 4378                                                                              White
## 4388                                                                              White
## 4402                                                                              Asian
## 4408  Information not provided by applicant in mail, Internet, or telephone application
## 4415                                                                              White
## 4433                                                                              White
## 4438                                                                              White
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                                              White
## 4527                                                                              White
## 4528                                                                              White
## 4534  Information not provided by applicant in mail, Internet, or telephone application
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558  Information not provided by applicant in mail, Internet, or telephone application
## 4560                                                                              White
## 4582  Information not provided by applicant in mail, Internet, or telephone application
## 4597                                                          Black or African American
## 4606                                                                              White
## 4621                                                          Black or African American
## 4627                                                          Black or African American
## 4650                                                                              White
## 4662                                                                              White
## 4672                                                                              White
## 4701                                                          Black or African American
## 4737  Information not provided by applicant in mail, Internet, or telephone application
## 4743                                                                              White
## 4756  Information not provided by applicant in mail, Internet, or telephone application
## 4762                                                                              White
## 4771                                                                              Asian
## 4776                                                                              Asian
## 4785  Information not provided by applicant in mail, Internet, or telephone application
## 4791                                                                              Asian
## 4792                                                                              White
## 4811  Information not provided by applicant in mail, Internet, or telephone application
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823  Information not provided by applicant in mail, Internet, or telephone application
## 4848                                                                              White
## 4849                                                                              White
## 4852                                                                              White
## 4859                                                                              White
## 4866                                                                              White
## 4869  Information not provided by applicant in mail, Internet, or telephone application
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                                              Asian
## 4899                                                          Black or African American
## 4912                                                                              White
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                                              White
## 4942                                                                              White
## 4944                                                                              Asian
## 4945  Information not provided by applicant in mail, Internet, or telephone application
## 4946                                                                              White
## 4947  Information not provided by applicant in mail, Internet, or telephone application
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                                              White
## 4978  Information not provided by applicant in mail, Internet, or telephone application
## 4980                                                                              Asian
## 4987  Information not provided by applicant in mail, Internet, or telephone application
## 5008                                                                              White
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042  Information not provided by applicant in mail, Internet, or telephone application
## 5071  Information not provided by applicant in mail, Internet, or telephone application
## 5073  Information not provided by applicant in mail, Internet, or telephone application
## 5080                                                                              Asian
## 5105                                                                              Asian
## 5110                                                                              White
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133  Information not provided by applicant in mail, Internet, or telephone application
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158  Information not provided by applicant in mail, Internet, or telephone application
## 5200  Information not provided by applicant in mail, Internet, or telephone application
## 5202                                                                              White
## 5218                                                                     Not applicable
## 5229                                                                              White
## 5253                                                          Black or African American
## 5260                                                                              White
## 5272                                                                              White
## 5280                                                                              White
## 5302                                                                              White
## 5331  Information not provided by applicant in mail, Internet, or telephone application
## 5335                                                                              White
## 5374                                                                              White
## 5398                                                                              White
## 5403  Information not provided by applicant in mail, Internet, or telephone application
## 5434                                                                              White
## 5439                                                                              Asian
## 5443  Information not provided by applicant in mail, Internet, or telephone application
## 5445                                                                              Asian
## 5451  Information not provided by applicant in mail, Internet, or telephone application
## 5458                                                                              White
## 5463  Information not provided by applicant in mail, Internet, or telephone application
## 5481  Information not provided by applicant in mail, Internet, or telephone application
## 5500                                                                              White
## 5524                                                                              White
## 5529  Information not provided by applicant in mail, Internet, or telephone application
## 5541  Information not provided by applicant in mail, Internet, or telephone application
## 5548                                                                     Not applicable
## 5551                                                                              Asian
## 5560                                                                              White
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578  Information not provided by applicant in mail, Internet, or telephone application
## 5581  Information not provided by applicant in mail, Internet, or telephone application
## 5587                                                                              White
## 5606                                                                              White
## 5620  Information not provided by applicant in mail, Internet, or telephone application
## 5631  Information not provided by applicant in mail, Internet, or telephone application
## 5633                                                                              White
## 5637                                                                              White
## 5644                                                                              Asian
## 5645                                                                              White
## 5659                                                                              White
## 5665                                                                              White
## 5667                                                                              White
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691  Information not provided by applicant in mail, Internet, or telephone application
## 5692  Information not provided by applicant in mail, Internet, or telephone application
## 5697                                                                              White
## 5700                                                                              Asian
## 5710                                                                              White
## 5711                                                                              White
## 5722                                                                              White
## 5727                                                                              White
## 5733  Information not provided by applicant in mail, Internet, or telephone application
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                                              White
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786  Information not provided by applicant in mail, Internet, or telephone application
## 5795                                                                              White
## 5807                                                                              White
## 5810                                                                              White
## 5821                                                                              White
## 5824                                                                              White
## 5860                                                                              White
## 5878                                                                              Asian
## 5956                                                                              White
## 5974                                                                              White
## 5980                                                                              White
## 5986                                                                              White
## 5988                                                                              White
## 5991                                                                              White
## 6004  Information not provided by applicant in mail, Internet, or telephone application
## 6030                                                                              White
## 6042                                                                              Asian
## 6051                                                                              Asian
## 6058                                                                              Asian
## 6070  Information not provided by applicant in mail, Internet, or telephone application
## 6075                                                                              White
## 6083                                                                              White
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088  Information not provided by applicant in mail, Internet, or telephone application
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                                              White
## 6110                                                                              White
## 6142                                                                              White
## 6178                                                                              White
## 6184                                                                              White
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                                              Asian
## 6207                                                                              White
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226  Information not provided by applicant in mail, Internet, or telephone application
## 6237                                                                              White
## 6244                                                                              White
## 6256  Information not provided by applicant in mail, Internet, or telephone application
## 6328                                                                              White
## 6334  Information not provided by applicant in mail, Internet, or telephone application
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355                                                                              White
## 6358                                                                              White
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376  Information not provided by applicant in mail, Internet, or telephone application
## 6379                                                                              White
## 6385                                                                              White
## 6399                                                                              Asian
## 6401                                                                              White
## 6413                                                                              White
## 6421                                                                              White
## 6425                                                                              White
## 6431                                                                              White
## 6438                                                                              White
## 6459                                                                              White
## 6464                                                                              White
## 6467  Information not provided by applicant in mail, Internet, or telephone application
## 6485                                                                              White
## 6492                                                                              White
## 6495  Information not provided by applicant in mail, Internet, or telephone application
## 6503                                                                              White
## 6512                                                                              White
## 6517                                                                              White
## 6525                                                                              White
## 6526                                                                              White
## 6533                                                                              White
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                                              White
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556  Information not provided by applicant in mail, Internet, or telephone application
## 6575                                                                              White
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595                                                                              White
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                                              White
## 6609                                                                              White
## 6615  Information not provided by applicant in mail, Internet, or telephone application
## 6620                                                                              White
## 6628  Information not provided by applicant in mail, Internet, or telephone application
## 6634                                                                              White
## 6641                                                                              White
## 6663  Information not provided by applicant in mail, Internet, or telephone application
## 6689                                                                              White
## 6696                                                                              White
## 6705                                                                              Asian
## 6726                                                                              White
## 6730                                                                              White
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                                              White
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                                              White
## 6805                                                                              White
## 6819                                                                              Asian
## 6826                                                                              White
## 6844  Information not provided by applicant in mail, Internet, or telephone application
## 6862  Information not provided by applicant in mail, Internet, or telephone application
## 6865  Information not provided by applicant in mail, Internet, or telephone application
## 6871  Information not provided by applicant in mail, Internet, or telephone application
## 6886  Information not provided by applicant in mail, Internet, or telephone application
## 6892                                                                              White
## 6906                                                                              White
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                                              White
## 6927                                                                              White
## 6928                                                                              White
## 6943                                                                              White
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                                              White
## 6973                                                                              Asian
## 7012                                                                              White
## 7021                                                                              White
## 7024  Information not provided by applicant in mail, Internet, or telephone application
## 7031                                                                              Asian
## 7033  Information not provided by applicant in mail, Internet, or telephone application
## 7034  Information not provided by applicant in mail, Internet, or telephone application
## 7035                                                                              White
## 7036                                                                              Asian
## 7045  Information not provided by applicant in mail, Internet, or telephone application
## 7066                                                                              White
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                                              White
## 7087                                                                              White
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                                              White
## 7120                                          Native Hawaiian or Other Pacific Islander
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                                              White
## 7168                                                          Black or African American
## 7171                                                                              Asian
## 7175                                                                              White
## 7180                                                                              Asian
## 7183                                                                              White
## 7189                                                                              White
## 7196                                                                              White
## 7197                                                                              White
## 7198                                                                              White
## 7207                                                                              Asian
## 7215  Information not provided by applicant in mail, Internet, or telephone application
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                                              Asian
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233  Information not provided by applicant in mail, Internet, or telephone application
## 7237  Information not provided by applicant in mail, Internet, or telephone application
## 7239                                                          Black or African American
## 7240                                                                              White
## 7251                                                                              White
## 7252  Information not provided by applicant in mail, Internet, or telephone application
## 7255                                                                              White
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                                              Asian
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303  Information not provided by applicant in mail, Internet, or telephone application
## 7306                                                                              White
## 7318                                                                              White
## 7319                                                                              White
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                                              White
## 7381                                                                              Asian
## 7387  Information not provided by applicant in mail, Internet, or telephone application
## 7388                                                                              White
## 7393                                                                              Asian
## 7402                                                                              White
## 7403  Information not provided by applicant in mail, Internet, or telephone application
## 7405                                                                              Asian
## 7411  Information not provided by applicant in mail, Internet, or telephone application
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                                              White
## 7457  Information not provided by applicant in mail, Internet, or telephone application
## 7469                                                                              Asian
## 7498  Information not provided by applicant in mail, Internet, or telephone application
## 7516  Information not provided by applicant in mail, Internet, or telephone application
## 7522                                                                              White
## 7530                                                                              White
## 7531                                                                              White
## 7540                                                                              Asian
## 7541                                                                              Asian
## 7547                                                                              White
## 7568                                                                              White
## 7577                                                                              Asian
## 7578                                                                              White
## 7579                                                                              White
## 7588                                                                              White
## 7591  Information not provided by applicant in mail, Internet, or telephone application
## 7594                                                                              White
## 7601                                                                              Asian
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607  Information not provided by applicant in mail, Internet, or telephone application
## 7612                                                                              Asian
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                                              White
## 7637  Information not provided by applicant in mail, Internet, or telephone application
## 7641                                                                              White
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664  Information not provided by applicant in mail, Internet, or telephone application
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                                              White
## 7677                                                                              White
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                                              White
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                                              White
## 7786                                                                              White
## 7805  Information not provided by applicant in mail, Internet, or telephone application
## 7809                                                                              White
## 7816  Information not provided by applicant in mail, Internet, or telephone application
## 7817                                                                              White
## 7828                                                                              White
## 7829                                                                              White
## 7846                                                                              White
## 7856  Information not provided by applicant in mail, Internet, or telephone application
## 7864                                                                              White
## 7894                                                                              White
## 7909                                                                              White
## 7915  Information not provided by applicant in mail, Internet, or telephone application
## 7940                                                                              Asian
## 7966                                                                              White
## 7991                                                                              White
## 7996                                                                              White
## 8007                                                                              White
## 8015  Information not provided by applicant in mail, Internet, or telephone application
## 8035                                                                              White
## 8038                                                                              White
## 8042                                                                              White
## 8044                                                                              Asian
## 8056                                                                              White
## 8081  Information not provided by applicant in mail, Internet, or telephone application
## 8086                                                                              White
## 8104  Information not provided by applicant in mail, Internet, or telephone application
## 8122                                                                              White
## 8150                                                                              White
## 8152                                                                              Asian
## 8206  Information not provided by applicant in mail, Internet, or telephone application
## 8210                                                                              White
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266  Information not provided by applicant in mail, Internet, or telephone application
## 8267  Information not provided by applicant in mail, Internet, or telephone application
## 8272                                                                              White
## 8282                                                                              White
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                                              White
## 8344                                                                              White
## 8353                                                                              White
## 8359                                                                              White
## 8374                                                                              White
## 8398                                                                              White
## 8401                                                                              White
## 8404                                                                              Asian
## 8439                                                                              White
## 8489                                                                              White
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                                              White
## 8542                                                                              White
## 8545                                                                              White
## 8561                                                                              White
## 8596                                                                              Asian
## 8614  Information not provided by applicant in mail, Internet, or telephone application
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                                              White
## 8669                                                                              White
## 8686                                                                              White
## 8692                                                                              White
## 8697  Information not provided by applicant in mail, Internet, or telephone application
## 8698                                                                              White
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                                              White
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                                              White
## 8783                                                                              White
## 8788                                                                              White
## 8797  Information not provided by applicant in mail, Internet, or telephone application
## 8806                                                                              White
## 8812                                                                              White
## 8818                                                                              White
## 8821  Information not provided by applicant in mail, Internet, or telephone application
## 8896                                                                              White
## 8932                                                                              White
## 9004                                                                              White
## 9022                                                                              White
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                                              White
## 9052                                                                              White
## 9058                                                                              White
## 9082                                                                              White
## 9088                                                                              White
## 9113                                          Native Hawaiian or Other Pacific Islander
## 9119  Information not provided by applicant in mail, Internet, or telephone application
## 9141  Information not provided by applicant in mail, Internet, or telephone application
## 9148  Information not provided by applicant in mail, Internet, or telephone application
## 9149  Information not provided by applicant in mail, Internet, or telephone application
## 9155  Information not provided by applicant in mail, Internet, or telephone application
## 9160                                                                              White
## 9181                                                                              White
## 9184                                                                              White
## 9191  Information not provided by applicant in mail, Internet, or telephone application
## 9196                                                                              White
## 9197  Information not provided by applicant in mail, Internet, or telephone application
## 9199  Information not provided by applicant in mail, Internet, or telephone application
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205  Information not provided by applicant in mail, Internet, or telephone application
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247  Information not provided by applicant in mail, Internet, or telephone application
## 9253                                                                              White
## 9256                                                                              White
## 9271                                                                              White
## 9279  Information not provided by applicant in mail, Internet, or telephone application
## 9280                                                                              White
## 9289                                                                              White
## 9295                                                                              White
## 9317                                                                              White
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                                              White
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359  Information not provided by applicant in mail, Internet, or telephone application
## 9361  Information not provided by applicant in mail, Internet, or telephone application
## 9365  Information not provided by applicant in mail, Internet, or telephone application
## 9371  Information not provided by applicant in mail, Internet, or telephone application
## 9376  Information not provided by applicant in mail, Internet, or telephone application
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                          Black or African American
## 9429                                                                              Asian
## 9436                                                                              White
## 9484                                                                              White
## 9496                                                                              Asian
## 9502                                                                              White
## 9526                                                                              Asian
## 9532                                                                              White
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                                              White
## 9563                                                                              White
## 9574                                                                              White
## 9580                                                                              White
## 9586                                                                              White
## 9625                                                          Black or African American
## 9641  Information not provided by applicant in mail, Internet, or telephone application
## 9646  Information not provided by applicant in mail, Internet, or telephone application
## 9655  Information not provided by applicant in mail, Internet, or telephone application
## 9658                                                                              White
## 9661                                                                              White
## 9688  Information not provided by applicant in mail, Internet, or telephone application
## 9700                                                                              White
## 9701                                                                              White
## 9707                                                                              White
## 9713  Information not provided by applicant in mail, Internet, or telephone application
## 9717                                                                              White
## 9732                                                                              White
## 9754                                                                              White
## 9756                                                                              White
## 9768                                                                              White
## 9773                                                          Black or African American
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                                              White
## 9865                                                                              White
## 9880                                                                              White
## 9882                                                                              White
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                                              White
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913  Information not provided by applicant in mail, Internet, or telephone application
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940  Information not provided by applicant in mail, Internet, or telephone application
## 9955                                                                              Asian
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                                              White
## 9971  Information not provided by applicant in mail, Internet, or telephone application
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024 Information not provided by applicant in mail, Internet, or telephone application
## 10048                                                                             White
## 10054                                                                             White
## 10078                                                                             White
## 10114                                                                             White
## 10123                                                                             White
## 10128                                                                             White
## 10145                                                                             White
## 10152                                                                             White
## 10176                                                                             White
## 10188                                                                             White
## 10193                                                                             White
## 10222                                                                             Asian
## 10234                                                                    Not applicable
## 10253                                                                             White
## 10273                                                                             White
## 10280                                                                             White
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297 Information not provided by applicant in mail, Internet, or telephone application
## 10303                                                                             White
## 10306                                                                             White
## 10312                                                                             White
## 10318                                                                             White
## 10369                                                                             White
## 10379 Information not provided by applicant in mail, Internet, or telephone application
## 10388                                                                             White
## 10390 Information not provided by applicant in mail, Internet, or telephone application
## 10420                                                                             Asian
## 10467                                                                             White
## 10486                                                                             White
## 10515                                                                    Not applicable
## 10531 Information not provided by applicant in mail, Internet, or telephone application
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                                             White
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                                             White
## 10541                                                                             White
## 10551                                                                             White
## 10554                                                                             Asian
## 10566                                                                             White
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                                             White
## 10591                                                                             White
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                                             White
## 10623                                                                             Asian
## 10631                                                                             White
## 10637                                                                             White
## 10641                                                                             White
## 10648                                                                             White
## 10663                                                                             White
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711 Information not provided by applicant in mail, Internet, or telephone application
## 10747 Information not provided by applicant in mail, Internet, or telephone application
## 10759                                                                             White
## 10781                                                                             White
## 10789 Information not provided by applicant in mail, Internet, or telephone application
## 10795 Information not provided by applicant in mail, Internet, or telephone application
## 10804                                                                             White
## 10805 Information not provided by applicant in mail, Internet, or telephone application
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                                             White
## 10852                                                                             White
## 10853                                                         Black or African American
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892 Information not provided by applicant in mail, Internet, or telephone application
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                         Black or African American
## 10919                                                         Black or African American
## 10924 Information not provided by applicant in mail, Internet, or telephone application
## 10939 Information not provided by applicant in mail, Internet, or telephone application
## 10945                                                                             Asian
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023 Information not provided by applicant in mail, Internet, or telephone application
## 11026                                                                             White
## 11044 Information not provided by applicant in mail, Internet, or telephone application
## 11053                                                                             Asian
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                                             White
## 11065                                                                             White
## 11068                                                                             White
## 11071                                                                             White
## 11074                                                                             White
## 11095                                                                             White
## 11098                                                                             White
## 11099                                                                    Not applicable
## 11102                                                                             White
## 11111                                                                             White
## 11119                                                                             White
## 11151                                                                             White
## 11165                                                                             White
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185 Information not provided by applicant in mail, Internet, or telephone application
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215                                                                             Asian
## 11224 Information not provided by applicant in mail, Internet, or telephone application
## 11230                                                         Black or African American
## 11242                                                                             White
## 11253                                                                             White
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                                             White
## 11291                                                                             White
## 11297                                                                             White
## 11302 Information not provided by applicant in mail, Internet, or telephone application
## 11309                                                                             White
## 11318                                                                             White
## 11329                                                                             White
## 11341                                                                             White
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                                             White
## 11372 Information not provided by applicant in mail, Internet, or telephone application
## 11389 Information not provided by applicant in mail, Internet, or telephone application
## 11395                                                                             White
## 11404                                                                             White
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                                             White
## 11415 Information not provided by applicant in mail, Internet, or telephone application
## 11425                                                                             White
## 11452                                                                             White
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                                             White
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                                             White
## 11499 Information not provided by applicant in mail, Internet, or telephone application
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533 Information not provided by applicant in mail, Internet, or telephone application
## 11536 Information not provided by applicant in mail, Internet, or telephone application
## 11551 Information not provided by applicant in mail, Internet, or telephone application
## 11560 Information not provided by applicant in mail, Internet, or telephone application
## 11562                                                                             White
## 11576                                                                             White
## 11581 Information not provided by applicant in mail, Internet, or telephone application
## 11593 Information not provided by applicant in mail, Internet, or telephone application
## 11596                                                                             White
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                         Black or African American
## 11611                                                                             White
## 11620                                                                             White
## 11629                                                                             White
## 11638                                                                             White
## 11650 Information not provided by applicant in mail, Internet, or telephone application
## 11656                                                                             Asian
## 11684                                                         Black or African American
## 11704                                                                             White
## 11708 Information not provided by applicant in mail, Internet, or telephone application
## 11710 Information not provided by applicant in mail, Internet, or telephone application
## 11714                                                                             Asian
## 11725                                                                             White
## 11749                                                                             White
## 11761 Information not provided by applicant in mail, Internet, or telephone application
## 11764                                                                             White
## 11767                                                                             Asian
## 11769                                                                             White
## 11773 Information not provided by applicant in mail, Internet, or telephone application
## 11794                                                                             White
## 11797                                                                             White
## 11802                                                                             White
## 11807                                                                             White
## 11809                                                                             White
## 11810                                                                             White
## 11825                                                                             White
## 11830                                                                             White
## 11839                                                                             White
## 11854                                                                             White
## 11869 Information not provided by applicant in mail, Internet, or telephone application
## 11893                                                                             Asian
## 11927                                                                             White
## 11929                                                                             Asian
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                                             White
## 11950                                                                             White
## 11951                                                                             White
## 11958                                                                             White
## 11983 Information not provided by applicant in mail, Internet, or telephone application
## 12013                                                  American Indian or Alaska Native
## 12014                                                                             White
## 12019                                                                             White
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033 Information not provided by applicant in mail, Internet, or telephone application
## 12035                                                                             White
## 12041                                                                             White
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                                             White
## 12091                                                                             White
## 12092 Information not provided by applicant in mail, Internet, or telephone application
## 12101                                                                             White
## 12113 Information not provided by applicant in mail, Internet, or telephone application
## 12121                                                                             Asian
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                                             White
## 12131                                                                             White
## 12133                                                                             Asian
## 12139                                                                             White
## 12145                                                                             White
## 12168                                                                             White
## 12169 Information not provided by applicant in mail, Internet, or telephone application
## 12187                                                                             White
## 12194 Information not provided by applicant in mail, Internet, or telephone application
## 12199                                                                             White
## 12232                                                                             White
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250                                                                             White
## 12253                                                                             White
## 12271 Information not provided by applicant in mail, Internet, or telephone application
## 12293 Information not provided by applicant in mail, Internet, or telephone application
## 12295 Information not provided by applicant in mail, Internet, or telephone application
## 12301                                                                             Asian
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                                             White
## 12343                                                                             White
## 12347                                                                             White
## 12371                                                                             White
## 12376 Information not provided by applicant in mail, Internet, or telephone application
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                                             Asian
## 12397                                                                             White
## 12406                                                                             White
## 12418                                                                             White
## 12421                                                                             White
## 12424 Information not provided by applicant in mail, Internet, or telephone application
## 12427 Information not provided by applicant in mail, Internet, or telephone application
## 12445 Information not provided by applicant in mail, Internet, or telephone application
## 12447                                                                             White
## 12454                                                                             White
## 12468                                                                             White
## 12469                                                                             Asian
## 12481 Information not provided by applicant in mail, Internet, or telephone application
## 12487                                                                             Asian
## 12493 Information not provided by applicant in mail, Internet, or telephone application
## 12496 Information not provided by applicant in mail, Internet, or telephone application
## 12502                                                                             Asian
## 12507                                                                             White
## 12511 Information not provided by applicant in mail, Internet, or telephone application
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                                             White
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                                             White
## 12538                                                                             Asian
## 12541                                                                             White
## 12547 Information not provided by applicant in mail, Internet, or telephone application
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559                                                                             Asian
## 12565 Information not provided by applicant in mail, Internet, or telephone application
## 12586                                                                             Asian
## 12592                                                                             Asian
## 12600                                                                             White
## 12605 Information not provided by applicant in mail, Internet, or telephone application
## 12607                                                                             White
## 12610 Information not provided by applicant in mail, Internet, or telephone application
## 12613 Information not provided by applicant in mail, Internet, or telephone application
## 12616                                                                             Asian
## 12617                                                                             White
## 12623                                                                             White
## 12638                                                                             White
## 12640                                                                             White
## 12643 Information not provided by applicant in mail, Internet, or telephone application
## 12646 Information not provided by applicant in mail, Internet, or telephone application
## 12677                                                                             White
## 12685                                                                             White
## 12700                                                                             White
## 12703 Information not provided by applicant in mail, Internet, or telephone application
## 12706 Information not provided by applicant in mail, Internet, or telephone application
## 12739                                                                             White
## 12745 Information not provided by applicant in mail, Internet, or telephone application
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                                             White
## 12823                                                                             White
## 12826                                                                             White
## 12833                                                                             White
## 12835 Information not provided by applicant in mail, Internet, or telephone application
## 12842                                                                             White
## 12847                                                                             White
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                                             White
## 12882                                                                             White
## 12886                                                                             White
## 12892 Information not provided by applicant in mail, Internet, or telephone application
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                                             Asian
## 12940                                                                             White
## 12946                                                                             Asian
## 12958 Information not provided by applicant in mail, Internet, or telephone application
## 12981                                                                             White
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                                             White
## 13020                                                                             White
## 13039                                                                             White
## 13048                                                                             Asian
## 13073                                                                             White
## 13075                                                                             White
## 13078                                                                             White
## 13081                                                                             Asian
## 13087 Information not provided by applicant in mail, Internet, or telephone application
## 13093 Information not provided by applicant in mail, Internet, or telephone application
## 13114                                                                             White
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                                             White
## 13141 Information not provided by applicant in mail, Internet, or telephone application
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                                             White
## 13155                                                                             White
## 13171                                                                             White
## 13180                                                                             White
## 13189                                                                             Asian
## 13192                                                                             White
## 13198                                                                    Not applicable
## 13207 Information not provided by applicant in mail, Internet, or telephone application
## 13209                                                                             White
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                                             Asian
## 13228                                                                             Asian
## 13231                                                                             Asian
## 13246 Information not provided by applicant in mail, Internet, or telephone application
## 13249                                                                             White
## 13273                                                                             White
## 13285                                                                             White
## 13289                                                                             White
## 13315 Information not provided by applicant in mail, Internet, or telephone application
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                                             White
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                                             White
## 13393                                                                             White
## 13406                                                                             White
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                                             White
## 13414                                                                             White
## 13420                                                                             White
## 13421                                                                             White
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                                             White
## 13447                                                                             Asian
## 13453 Information not provided by applicant in mail, Internet, or telephone application
## 13457 Information not provided by applicant in mail, Internet, or telephone application
## 13477                                                                             White
## 13483 Information not provided by applicant in mail, Internet, or telephone application
## 13492                                                                             Asian
## 13495                                                                             White
## 13504                                                                             White
## 13513                                                                             White
## 13522 Information not provided by applicant in mail, Internet, or telephone application
## 13525                                                                             White
## 13540                                                                             White
## 13543                                                                             White
## 13552 Information not provided by applicant in mail, Internet, or telephone application
## 13561 Information not provided by applicant in mail, Internet, or telephone application
## 13570                                                                             White
## 13579                                                                             White
## 13597 Information not provided by applicant in mail, Internet, or telephone application
## 13612 Information not provided by applicant in mail, Internet, or telephone application
## 13621                                                                             White
## 13627 Information not provided by applicant in mail, Internet, or telephone application
## 13630                                                                             White
## 13636 Information not provided by applicant in mail, Internet, or telephone application
## 13646                                                                             White
## 13651 Information not provided by applicant in mail, Internet, or telephone application
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                                             White
## 13669 Information not provided by applicant in mail, Internet, or telephone application
## 13680                                                                             White
## 13708                                                                             White
## 13720                                                                             White
## 13723                                                                             White
## 13727 Information not provided by applicant in mail, Internet, or telephone application
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                                             White
## 13745 Information not provided by applicant in mail, Internet, or telephone application
## 13755                                                                             White
## 13771                                                                             White
## 13789                                                                             Asian
## 13803                                                         Black or African American
## 13832                                                                             White
## 13836                                                                             White
## 13852                                                                             White
## 13861                                                                             White
## 13907                                                                             White
## 13913                                                                             White
## 13915                                                                             White
## 13936                                                                             White
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                                             White
## 13975 Information not provided by applicant in mail, Internet, or telephone application
## 13984 Information not provided by applicant in mail, Internet, or telephone application
## 13993 Information not provided by applicant in mail, Internet, or telephone application
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011 Information not provided by applicant in mail, Internet, or telephone application
## 14053 Information not provided by applicant in mail, Internet, or telephone application
## 14065                                                                             White
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                         Native Hawaiian or Other Pacific Islander
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107 Information not provided by applicant in mail, Internet, or telephone application
## 14113                                                                             White
## 14114                                                                             Asian
## 14131                                                         Black or African American
## 14152                                                                             Asian
## 14155                                                                             White
## 14161 Information not provided by applicant in mail, Internet, or telephone application
## 14194                                                                             White
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203 Information not provided by applicant in mail, Internet, or telephone application
## 14221 Information not provided by applicant in mail, Internet, or telephone application
## 14224 Information not provided by applicant in mail, Internet, or telephone application
## 14236                                                                             White
## 14239                                                                             White
## 14243                                                                             White
## 14245                                                                             White
## 14248                                                                             White
## 14257                                                                             Asian
## 14259                                                                             White
## 14278 Information not provided by applicant in mail, Internet, or telephone application
## 14290                                                                             White
## 14293 Information not provided by applicant in mail, Internet, or telephone application
## 14298                                                                             Asian
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                                             White
## 14323                                                                             White
## 14335 Information not provided by applicant in mail, Internet, or telephone application
## 14338                                                                             White
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                                             White
## 14362                                                                             White
## 14367                                                                             Asian
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380 Information not provided by applicant in mail, Internet, or telephone application
## 14389 Information not provided by applicant in mail, Internet, or telephone application
## 14392                                                                             Asian
## 14398                                                                             White
## 14401 Information not provided by applicant in mail, Internet, or telephone application
## 14404                                                                             White
## 14411                                                                             Asian
## 14414 Information not provided by applicant in mail, Internet, or telephone application
## 14419 Information not provided by applicant in mail, Internet, or telephone application
## 14425 Information not provided by applicant in mail, Internet, or telephone application
## 14434                                                                             White
## 14437                                                                             White
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449 Information not provided by applicant in mail, Internet, or telephone application
## 14455 Information not provided by applicant in mail, Internet, or telephone application
## 14464                                                                             White
## 14471                                                                             White
## 14473                                                                             White
## 14491                                                                             White
## 14533 Information not provided by applicant in mail, Internet, or telephone application
## 14536                                                                             White
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555 Information not provided by applicant in mail, Internet, or telephone application
## 14568                                                                             White
## 14591                                                                    Not applicable
## 14601                                                                             White
## 14617 Information not provided by applicant in mail, Internet, or telephone application
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                                             White
## 14660 Information not provided by applicant in mail, Internet, or telephone application
## 14664                                                                             White
## 14668 Information not provided by applicant in mail, Internet, or telephone application
## 14690                                                                             White
## 14692                                                                             Asian
## 14695                                                                             White
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713 Information not provided by applicant in mail, Internet, or telephone application
## 14725                                                                             White
## 14731                                                                             White
## 14743                                                         Black or African American
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                                             White
## 14767                                                                             White
## 14794                                                                             Asian
## 14806                                                                             White
## 14815                                                                             White
## 14816                                                                             White
## 14825                                                                             Asian
## 14833                                                                             White
## 14896 Information not provided by applicant in mail, Internet, or telephone application
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                                             Asian
## 14932                                                                             White
## 14956                                                                             White
## 14974 Information not provided by applicant in mail, Internet, or telephone application
## 14983                                                                             Asian
## 14992                                                                             White
## 14995                                                                             Asian
## 15012                                                                             White
## 15038                                                                             Asian
## 15043 Information not provided by applicant in mail, Internet, or telephone application
## 15082                                                                             White
## 15103 Information not provided by applicant in mail, Internet, or telephone application
## 15112                                                                             White
## 15127                                                                             White
## 15154                                                                             Asian
## 15175                                                                             White
## 15177                                                                             White
## 15191                                                                             White
## 15211                                                         Black or African American
## 15229                                                                             White
## 15232                                                                             White
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244 Information not provided by applicant in mail, Internet, or telephone application
## 15253                                                                             White
## 15262                                                                             White
## 15265                                                                             White
## 15286                                                                             White
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                                             White
## 15315 Information not provided by applicant in mail, Internet, or telephone application
## 15317                                                                             Asian
## 15319                                                                             White
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                                             White
## 15334 Information not provided by applicant in mail, Internet, or telephone application
## 15339                                                                             White
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                                             White
## 15367                                                         Black or African American
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                                             White
## 15403                                                                             White
## 15410                                                                             White
## 15441                                                                             Asian
## 15446 Information not provided by applicant in mail, Internet, or telephone application
## 15508                                                                             White
## 15520 Information not provided by applicant in mail, Internet, or telephone application
## 15532                                                                             White
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                                             White
## 15556                                                                             White
## 15565                                                                             White
## 15573                                                                             White
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                                             White
## 15600                                                                             White
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617 Information not provided by applicant in mail, Internet, or telephone application
## 15628                                                                             White
## 15631                                                                             White
## 15641                                                                             White
## 15646                                                                             Asian
## 15661 Information not provided by applicant in mail, Internet, or telephone application
## 15667                                                                             White
## 15680                                                                             White
## 15699                                                                             White
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                                             White
## 15730                                                                             Asian
## 15735 Information not provided by applicant in mail, Internet, or telephone application
## 15736                                                                             Asian
## 15751 Information not provided by applicant in mail, Internet, or telephone application
## 15753 Information not provided by applicant in mail, Internet, or telephone application
## 15770                                                                    Not applicable
## 15774                                                                             White
## 15775                                                                             White
## 15781                                                                             Asian
## 15784                                                                             White
## 15804                                                                             White
## 15805                                                                             White
## 15809                                                                             White
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                                             White
## 15856                                                                             Asian
## 15863                                                                             White
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                                             White
## 15871 Information not provided by applicant in mail, Internet, or telephone application
## 15877                                                                             White
## 15883                                                                             White
## 15910                                                                             Asian
## 15915 Information not provided by applicant in mail, Internet, or telephone application
## 15983                                                         Black or African American
## 15988                                                                             White
## 15991                                                                             White
## 16000                                                                             Asian
## 16024                                                                             Asian
## 16033 Information not provided by applicant in mail, Internet, or telephone application
## 16039 Information not provided by applicant in mail, Internet, or telephone application
## 16045 Information not provided by applicant in mail, Internet, or telephone application
## 16048                                                                             White
## 16057                                                                             White
## 16060                                                                             Asian
## 16066                                                                             Asian
## 16081                                                                             White
## 16090                                                                             White
## 16100                                                                             White
## 16101                                                                             White
## 16129 Information not provided by applicant in mail, Internet, or telephone application
## 16137                                                                             White
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                                             White
## 16162                                                                             White
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                                             White
## 16176                                                                             White
## 16180                                                                             White
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201 Information not provided by applicant in mail, Internet, or telephone application
## 16203                                                                             White
## 16209 Information not provided by applicant in mail, Internet, or telephone application
## 16222                                                                             White
## 16228                                                                             Asian
## 16243                                                                             White
## 16248                                                                             White
## 16256 Information not provided by applicant in mail, Internet, or telephone application
## 16261                                                                             White
## 16267 Information not provided by applicant in mail, Internet, or telephone application
## 16273                                                                             White
## 16281                                                                             White
## 16285                                                                             White
## 16287 Information not provided by applicant in mail, Internet, or telephone application
## 16293                                                                             White
## 16294                                                                             White
## 16309 Information not provided by applicant in mail, Internet, or telephone application
## 16312                                                                             White
## 16321                                                                             White
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                                             White
## 16362                                                                             White
## 16365                                                                             White
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405 Information not provided by applicant in mail, Internet, or telephone application
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414 Information not provided by applicant in mail, Internet, or telephone application
## 16423 Information not provided by applicant in mail, Internet, or telephone application
## 16437                                                                             White
## 16459                                                                             White
## 16462                                                                             Asian
## 16468                                                                             Asian
## 16519                                                                             White
## 16525 Information not provided by applicant in mail, Internet, or telephone application
## 16531 Information not provided by applicant in mail, Internet, or telephone application
## 16549                                                                             White
## 16555                                                                             Asian
## 16556                                                                             White
## 16573                                                                    Not applicable
## 16576                                                                             White
## 16582                                                                             White
## 16597                                                                             White
## 16601                                                                             White
## 16611                                                                             Asian
## 16624                                                                             White
## 16631                                                                             White
## 16635 Information not provided by applicant in mail, Internet, or telephone application
## 16643                                                                             White
## 16648                                                                             Asian
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684 Information not provided by applicant in mail, Internet, or telephone application
## 16695                                                                             White
## 16702 Information not provided by applicant in mail, Internet, or telephone application
## 16705                                                                             White
## 16710                                                                             Asian
## 16711 Information not provided by applicant in mail, Internet, or telephone application
## 16715                                                                             White
## 16720                                                                             White
## 16722                                                                             Asian
## 16732                                                                             White
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                                             White
## 16755                                                                             Asian
## 16756                                                                             White
## 16758                                                                             White
## 16759                                                                             White
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                                             Asian
## 16791 Information not provided by applicant in mail, Internet, or telephone application
## 16800                                                                             White
## 16810                                                                             Asian
## 16827 Information not provided by applicant in mail, Internet, or telephone application
## 16843                                                                             White
## 16847                                                                             White
## 16861 Information not provided by applicant in mail, Internet, or telephone application
## 16869 Information not provided by applicant in mail, Internet, or telephone application
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                                             White
## 16879                                                                             Asian
## 16889 Information not provided by applicant in mail, Internet, or telephone application
## 16891 Information not provided by applicant in mail, Internet, or telephone application
## 16894                                                                             White
## 16903 Information not provided by applicant in mail, Internet, or telephone application
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                                             White
## 16933                                                                             White
## 16951 Information not provided by applicant in mail, Internet, or telephone application
## 16955 Information not provided by applicant in mail, Internet, or telephone application
## 16989                                                                             Asian
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                                             White
## 17044 Information not provided by applicant in mail, Internet, or telephone application
## 17045                                                                             White
## 17059                                                                             White
## 17071 Information not provided by applicant in mail, Internet, or telephone application
## 17074                                                                             White
## 17080 Information not provided by applicant in mail, Internet, or telephone application
## 17086 Information not provided by applicant in mail, Internet, or telephone application
## 17088                                                                             Asian
## 17094                                                                             White
## 17102                                                                             White
## 17113                                                                             White
## 17116                                                                             White
## 17117 Information not provided by applicant in mail, Internet, or telephone application
## 17130                                                                             White
## 17133                                                                             White
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                                             White
## 17149                                                                             Asian
## 17151                                                                             Asian
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                                             White
## 17166                                                                             White
## 17167                                                                             White
## 17179 Information not provided by applicant in mail, Internet, or telephone application
## 17183                                                                             White
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                                             White
## 17197 Information not provided by applicant in mail, Internet, or telephone application
## 17206                                                                             White
## 17212                                                                             Asian
## 17215                                                                             White
## 17221                                                         Black or African American
## 17233 Information not provided by applicant in mail, Internet, or telephone application
## 17238                                                                             Asian
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                                             White
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263 Information not provided by applicant in mail, Internet, or telephone application
## 17272                                                                             White
## 17278                                                                             White
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                         Black or African American
## 17317                                                                             White
## 17320 Information not provided by applicant in mail, Internet, or telephone application
## 17322                                                                             White
## 17335                                                         Black or African American
## 17368                                                                             Asian
## 17388                                                                             White
## 17392 Information not provided by applicant in mail, Internet, or telephone application
## 17424                                                         Black or African American
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                                             White
## 17440                                                                             White
## 17465 Information not provided by applicant in mail, Internet, or telephone application
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497 Information not provided by applicant in mail, Internet, or telephone application
## 17514                                                                             White
## 17531                                                                             White
## 17532                                                                             White
## 17536                                                                             White
## 17539                                                                             Asian
## 17541 Information not provided by applicant in mail, Internet, or telephone application
## 17545 Information not provided by applicant in mail, Internet, or telephone application
## 17557 Information not provided by applicant in mail, Internet, or telephone application
## 17560                                                                             White
## 17562                                                                             White
## 17578                                                                             White
## 17584                                                                             White
## 17587 Information not provided by applicant in mail, Internet, or telephone application
## 17591                                                                             Asian
## 17592                                                                             White
## 17594 Information not provided by applicant in mail, Internet, or telephone application
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                                             White
## 17630                                                         Black or African American
## 17635 Information not provided by applicant in mail, Internet, or telephone application
## 17643                                                                             White
## 17644 Information not provided by applicant in mail, Internet, or telephone application
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647 Information not provided by applicant in mail, Internet, or telephone application
## 17650 Information not provided by applicant in mail, Internet, or telephone application
## 17656 Information not provided by applicant in mail, Internet, or telephone application
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665 Information not provided by applicant in mail, Internet, or telephone application
## 17674                                                                             White
## 17675                                                                             White
## 17683                                                                             White
## 17689                                                  American Indian or Alaska Native
## 17698                                                                             White
## 17701                                                                             White
## 17707                                                                             White
## 17713 Information not provided by applicant in mail, Internet, or telephone application
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                                             White
## 17746                                                                             White
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765                                                                             White
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                                             White
## 17800                                                                             White
## 17804                                                                             White
## 17807 Information not provided by applicant in mail, Internet, or telephone application
## 17819 Information not provided by applicant in mail, Internet, or telephone application
## 17830                                                                             White
## 17833 Information not provided by applicant in mail, Internet, or telephone application
## 17836                                                                             White
## 17837                                                                             White
## 17849                                                                             White
## 17851 Information not provided by applicant in mail, Internet, or telephone application
## 17855 Information not provided by applicant in mail, Internet, or telephone application
## 17859                                                                             Asian
## 17863                                                                             White
## 17869                                                                             Asian
## 17872 Information not provided by applicant in mail, Internet, or telephone application
## 17877 Information not provided by applicant in mail, Internet, or telephone application
## 17890                                                                             White
## 17893                                                                             White
## 17911                                                                             White
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                                             White
## 17932                                                                             White
## 17939                                                         Black or African American
## 17983 Information not provided by applicant in mail, Internet, or telephone application
## 17986                                                                             White
## 18016                                                                             White
## 18034 Information not provided by applicant in mail, Internet, or telephone application
## 18045 Information not provided by applicant in mail, Internet, or telephone application
## 18057 Information not provided by applicant in mail, Internet, or telephone application
## 18082                                                                             White
## 18085 Information not provided by applicant in mail, Internet, or telephone application
## 18091 Information not provided by applicant in mail, Internet, or telephone application
## 18095                                                                             Asian
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108 Information not provided by applicant in mail, Internet, or telephone application
## 18113                                                                             White
## 18115                                                                             White
## 18124                                                                             Asian
## 18130 Information not provided by applicant in mail, Internet, or telephone application
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142 Information not provided by applicant in mail, Internet, or telephone application
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                                             White
## 18165 Information not provided by applicant in mail, Internet, or telephone application
## 18175 Information not provided by applicant in mail, Internet, or telephone application
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178                                                                             White
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                                             Asian
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                                             White
## 18208                                                                             White
## 18209 Information not provided by applicant in mail, Internet, or telephone application
## 18211                                                                             White
## 18227                                                                             White
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265 Information not provided by applicant in mail, Internet, or telephone application
## 18271                                                                             White
## 18277 Information not provided by applicant in mail, Internet, or telephone application
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                                             White
## 18305                                                                             White
## 18325                                                                             White
## 18331 Information not provided by applicant in mail, Internet, or telephone application
## 18334                                                                             Asian
## 18345                                                         Black or African American
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                                             Asian
## 18371                                                                             White
## 18373                                                                             White
## 18379 Information not provided by applicant in mail, Internet, or telephone application
## 18381                                                                             White
## 18385                                                                             White
## 18389                                                         Black or African American
## 18412                                                                             White
## 18442                                                                             White
## 18447                                                                             White
## 18470                                                                             White
## 18478                                                                             White
## 18495                                                                             White
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                                             White
## 18516 Information not provided by applicant in mail, Internet, or telephone application
## 18517                                                                             White
## 18521                                                                             White
## 18538                                                                             White
## 18539 Information not provided by applicant in mail, Internet, or telephone application
## 18541 Information not provided by applicant in mail, Internet, or telephone application
## 18549                                                                             White
## 18550                                                                             White
## 18555                                                                             White
## 18579                                                                             White
## 18585                                                                             White
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595                                                                             White
## 18603 Information not provided by applicant in mail, Internet, or telephone application
## 18615 Information not provided by applicant in mail, Internet, or telephone application
## 18623                                                                             White
## 18626                                                                             White
## 18627                                                                             White
## 18647                                                                             White
## 18652                                                                             White
## 18658 Information not provided by applicant in mail, Internet, or telephone application
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673                                                                             White
## 18682                                                                             White
## 18688                                                                             White
## 18703                                                                             White
## 18712 Information not provided by applicant in mail, Internet, or telephone application
## 18717                                                  American Indian or Alaska Native
## 18718                                                                             White
## 18724                                                                             White
## 18753 Information not provided by applicant in mail, Internet, or telephone application
## 18759                                                                             White
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                                             White
## 18787                                                                             White
## 18793 Information not provided by applicant in mail, Internet, or telephone application
## 18795 Information not provided by applicant in mail, Internet, or telephone application
## 18811                                                                             White
## 18820                                                                             White
## 18838                                                                             Asian
## 18844                                                                             Asian
## 18850 Information not provided by applicant in mail, Internet, or telephone application
## 18865 Information not provided by applicant in mail, Internet, or telephone application
## 18878                                                                    Not applicable
## 18898                                                                             White
## 18909                                                                             White
## 18915                                                                             White
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991 Information not provided by applicant in mail, Internet, or telephone application
## 18992 Information not provided by applicant in mail, Internet, or telephone application
## 18993 Information not provided by applicant in mail, Internet, or telephone application
## 18999 Information not provided by applicant in mail, Internet, or telephone application
## 19000                                                                             White
## 19006                                                                    Not applicable
## 19024 Information not provided by applicant in mail, Internet, or telephone application
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037 Information not provided by applicant in mail, Internet, or telephone application
## 19053                                                                             White
## 19060                                                                             White
## 19061                                                                             Asian
## 19069 Information not provided by applicant in mail, Internet, or telephone application
## 19073                                                                             White
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091                                                                             Asian
## 19096                                                                             White
## 19105 Information not provided by applicant in mail, Internet, or telephone application
## 19120                                                                             White
## 19123 Information not provided by applicant in mail, Internet, or telephone application
## 19129 Information not provided by applicant in mail, Internet, or telephone application
## 19141                                                                             White
## 19142                                                                             White
## 19168                                                                             Asian
## 19177                                                                             White
## 19198                                                                             White
## 19204                                                                             White
## 19219                                                                             White
## 19225 Information not provided by applicant in mail, Internet, or telephone application
## 19228                                                                             Asian
## 19249                                                                             White
## 19263                                                                    Not applicable
## 19267 Information not provided by applicant in mail, Internet, or telephone application
## 19269                                                                             White
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                                             White
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                                             White
## 19334                                                                             White
## 19348                                                                             White
## 19367                                                                             Asian
## 19369                                                                             White
## 19384                                                         Black or African American
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                                             Asian
## 19405                                                                             White
## 19411 Information not provided by applicant in mail, Internet, or telephone application
## 19414                                                                             White
## 19423                                                                             White
## 19437                                                                             White
## 19438 Information not provided by applicant in mail, Internet, or telephone application
## 19441                                                                             White
## 19447                                                                             White
## 19451 Information not provided by applicant in mail, Internet, or telephone application
## 19454                                                                             White
## 19486 Information not provided by applicant in mail, Internet, or telephone application
## 19489                                                                             Asian
## 19516                                                                             White
## 19519                                                                             White
## 19546 Information not provided by applicant in mail, Internet, or telephone application
## 19587 Information not provided by applicant in mail, Internet, or telephone application
## 19602 Information not provided by applicant in mail, Internet, or telephone application
## 19603                                                                             White
## 19611                                                                             White
## 19629                                                                             White
## 19655                                                                             White
## 19657                                                                             White
## 19675 Information not provided by applicant in mail, Internet, or telephone application
## 19682                                                                             Asian
## 19691 Information not provided by applicant in mail, Internet, or telephone application
## 19701                                                                             White
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                                             White
## 19720                                                                             White
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                                             White
## 19735                                                                             White
## 19753                                                         Black or African American
## 19754                                                                             White
## 19756                                                                             White
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762 Information not provided by applicant in mail, Internet, or telephone application
## 19763                                                                             White
## 19765                                                                             White
## 19786                                                                             White
## 19789 Information not provided by applicant in mail, Internet, or telephone application
## 19801                                                                             White
## 19807                                                                             White
## 19811                                                                             White
## 19816                                                                             White
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819 Information not provided by applicant in mail, Internet, or telephone application
## 19823 Information not provided by applicant in mail, Internet, or telephone application
## 19835                                                                             Asian
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855 Information not provided by applicant in mail, Internet, or telephone application
## 19859 Information not provided by applicant in mail, Internet, or telephone application
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                                             White
## 19895                                                                             White
## 19899 Information not provided by applicant in mail, Internet, or telephone application
## 19901 Information not provided by applicant in mail, Internet, or telephone application
## 19909 Information not provided by applicant in mail, Internet, or telephone application
## 19925 Information not provided by applicant in mail, Internet, or telephone application
## 19939                                                         Black or African American
## 19940                                                         Black or African American
## 19945 Information not provided by applicant in mail, Internet, or telephone application
## 19981                                                         Black or African American
## 19999                                                                             White
## 20027 Information not provided by applicant in mail, Internet, or telephone application
## 20032 Information not provided by applicant in mail, Internet, or telephone application
## 20035                                                                             White
## 20044 Information not provided by applicant in mail, Internet, or telephone application
## 20060                                                                             White
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063 Information not provided by applicant in mail, Internet, or telephone application
## 20072 Information not provided by applicant in mail, Internet, or telephone application
## 20080                                                                             White
## 20081 Information not provided by applicant in mail, Internet, or telephone application
## 20104                                                                             White
## 20116                                                                             White
## 20136                                                                             Asian
## 20166                                                                             White
## 20167 Information not provided by applicant in mail, Internet, or telephone application
## 20175                                                         Black or African American
## 20181                                                                             White
## 20184                                                                             White
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                                             Asian
## 20198                                                                             White
## 20203 Information not provided by applicant in mail, Internet, or telephone application
## 20206                                                                             White
## 20218                                                                             White
## 20227 Information not provided by applicant in mail, Internet, or telephone application
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                                             White
## 20236                                                                             White
## 20237 Information not provided by applicant in mail, Internet, or telephone application
## 20250                                                                             White
## 20299                                                                             White
## 20301                                                                             White
## 20302 Information not provided by applicant in mail, Internet, or telephone application
## 20308                                                                             White
## 20326                                                         Black or African American
## 20332                                                                             Asian
## 20339 Information not provided by applicant in mail, Internet, or telephone application
## 20341                                                                             White
## 20367 Information not provided by applicant in mail, Internet, or telephone application
## 20393                                                                             White
## 20395                                                                             Asian
## 20398                                                         Black or African American
## 20399                                                                             White
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409                                                                             White
## 20410                                                                             White
## 20416 Information not provided by applicant in mail, Internet, or telephone application
## 20418                                                                             White
## 20428                                                                             White
## 20433                                                                             White
## 20439 Information not provided by applicant in mail, Internet, or telephone application
## 20449                                                                             White
## 20459 Information not provided by applicant in mail, Internet, or telephone application
## 20469                                                                             White
## 20488                                                                             White
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511 Information not provided by applicant in mail, Internet, or telephone application
## 20516 Information not provided by applicant in mail, Internet, or telephone application
## 20517 Information not provided by applicant in mail, Internet, or telephone application
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                                             White
## 20524                                                                             White
## 20545                                                                             White
## 20560                                                                             White
## 20561 Information not provided by applicant in mail, Internet, or telephone application
## 20579                                                         Black or African American
## 20592                                                                             White
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                                             White
## 20621 Information not provided by applicant in mail, Internet, or telephone application
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                                             White
## 20653 Information not provided by applicant in mail, Internet, or telephone application
## 20685                                                                             White
## 20686 Information not provided by applicant in mail, Internet, or telephone application
## 20701                                                                             White
## 20703                                                         Black or African American
## 20716                                                                             Asian
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                                             White
## 20740                                                                             White
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                                             White
## 20795                                                                             White
## 20812                                                                             White
## 20815                                                                             White
## 20824                                                                             White
## 20836                                                                             White
## 20841 Information not provided by applicant in mail, Internet, or telephone application
## 20845 Information not provided by applicant in mail, Internet, or telephone application
## 20849                                                                             White
## 20853                                                                             White
## 20872 Information not provided by applicant in mail, Internet, or telephone application
## 20886                                                                             White
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                                             White
## 20920                                                         Black or African American
## 20926                                                                             Asian
## 20944 Information not provided by applicant in mail, Internet, or telephone application
## 20962                                                                             White
## 20968                                                                             White
## 20980                                                                    Not applicable
## 20992                                                                             White
## 21003                                                                             White
## 21013 Information not provided by applicant in mail, Internet, or telephone application
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                         Black or African American
## 21046 Information not provided by applicant in mail, Internet, or telephone application
## 21049                                                                             Asian
## 21056                                                                             White
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                                             White
## 21115                                                                             White
## 21117                                                                             White
## 21127                                                                             White
## 21141 Information not provided by applicant in mail, Internet, or telephone application
## 21148                                                                             White
## 21153                                                                             White
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                                             White
## 21172                                                                             White
## 21173                                                                             White
## 21178                                                                             White
## 21185                                                                             White
## 21202 Information not provided by applicant in mail, Internet, or telephone application
## 21208                                                                             White
## 21217 Information not provided by applicant in mail, Internet, or telephone application
## 21219                                                                             White
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                                             Asian
## 21255                                                                             White
## 21256                                                                             White
## 21261                                                                             White
## 21269                                                                             White
## 21271                                                         Black or African American
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                                             White
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295                                                                             White
## 21305                                                                             Asian
## 21319                                                                             White
## 21327                                                                             White
## 21328                                                                             White
## 21346                                                                             Asian
## 21364                                                                             White
## 21377 Information not provided by applicant in mail, Internet, or telephone application
## 21391                                                                             White
## 21415                                                                             White
## 21429                                                                             Asian
## 21439                                                                             White
## 21445                                                                             White
## 21457                                                                             White
## 21487                                                                             Asian
## 21505 Information not provided by applicant in mail, Internet, or telephone application
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                                             White
## 21532                                                                             White
## 21533                                                                             White
## 21538                                                                             Asian
## 21545                                                                             White
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563 Information not provided by applicant in mail, Internet, or telephone application
## 21571                                                                             White
## 21574                                                                             White
## 21575 Information not provided by applicant in mail, Internet, or telephone application
## 21587 Information not provided by applicant in mail, Internet, or telephone application
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                                             White
## 21597 Information not provided by applicant in mail, Internet, or telephone application
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                                             White
## 21622                                                                             White
## 21635 Information not provided by applicant in mail, Internet, or telephone application
## 21638 Information not provided by applicant in mail, Internet, or telephone application
## 21643                                                                             White
## 21664                                                                             White
## 21679 Information not provided by applicant in mail, Internet, or telephone application
## 21712 Information not provided by applicant in mail, Internet, or telephone application
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718 Information not provided by applicant in mail, Internet, or telephone application
## 21721                                                                             White
## 21723                                                                             White
## 21725                                                                             White
## 21727 Information not provided by applicant in mail, Internet, or telephone application
## 21733                                                                             White
## 21736 Information not provided by applicant in mail, Internet, or telephone application
## 21739 Information not provided by applicant in mail, Internet, or telephone application
## 21743                                                         Black or African American
## 21745 Information not provided by applicant in mail, Internet, or telephone application
## 21751                                                                             White
## 21760 Information not provided by applicant in mail, Internet, or telephone application
## 21778                                                         Black or African American
## 21787 Information not provided by applicant in mail, Internet, or telephone application
## 21797 Information not provided by applicant in mail, Internet, or telephone application
## 21808                                                                             White
## 21822                                                                             White
## 21839                                                                             White
## 21856                                                                             White
## 21871                                                                             Asian
## 21877                                                                             White
## 21881                                                                             Asian
## 21886                                                                             White
## 21903                                                                             White
## 21905                                                                             Asian
## 21909 Information not provided by applicant in mail, Internet, or telephone application
## 21921 Information not provided by applicant in mail, Internet, or telephone application
## 21931                                                                             White
## 21940                                                                             White
## 21969                                                                             White
## 21975 Information not provided by applicant in mail, Internet, or telephone application
## 21995                                                                             White
## 21996                                                                             White
## 22054                                                                             White
## 22066 Information not provided by applicant in mail, Internet, or telephone application
## 22095                                                                             White
## 22102                                                                             White
## 22105                                                         Black or African American
## 22108                                                                             White
## 22153                                                                             Asian
## 22204                                                                             White
## 22215                                                                             White
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271 Information not provided by applicant in mail, Internet, or telephone application
## 22291                                                                             White
## 22294                                                                             Asian
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                                             White
## 22333                                                                             Asian
## 22336                                                                             White
## 22339 Information not provided by applicant in mail, Internet, or telephone application
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347 Information not provided by applicant in mail, Internet, or telephone application
## 22348 Information not provided by applicant in mail, Internet, or telephone application
## 22355 Information not provided by applicant in mail, Internet, or telephone application
## 22361 Information not provided by applicant in mail, Internet, or telephone application
## 22373                                                                             White
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                                             White
## 22411                                                                             White
## 22413 Information not provided by applicant in mail, Internet, or telephone application
## 22414                                                                             White
## 22427                                                                             White
## 22433 Information not provided by applicant in mail, Internet, or telephone application
## 22435 Information not provided by applicant in mail, Internet, or telephone application
## 22453                                                                             White
## 22455 Information not provided by applicant in mail, Internet, or telephone application
## 22463 Information not provided by applicant in mail, Internet, or telephone application
## 22468                                                                             White
## 22475                                                                             White
## 22492                                                                             White
## 22497                                                                             White
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                                             White
## 22517 Information not provided by applicant in mail, Internet, or telephone application
## 22522                                                                             White
## 22526                                                                             White
## 22528 Information not provided by applicant in mail, Internet, or telephone application
## 22535                                                                             White
## 22537 Information not provided by applicant in mail, Internet, or telephone application
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                                             White
## 22552 Information not provided by applicant in mail, Internet, or telephone application
## 22558                                                                             White
## 22567                                                                             Asian
## 22576                                                                             White
## 22579 Information not provided by applicant in mail, Internet, or telephone application
## 22583 Information not provided by applicant in mail, Internet, or telephone application
## 22589 Information not provided by applicant in mail, Internet, or telephone application
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                                             Asian
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                                             White
## 22624 Information not provided by applicant in mail, Internet, or telephone application
## 22636 Information not provided by applicant in mail, Internet, or telephone application
## 22637                                                                             White
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                                             White
## 22665                                                                             White
## 22666                                                                             White
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                         Black or African American
## 22681 Information not provided by applicant in mail, Internet, or telephone application
## 22684                                                                             White
## 22685                                                                             White
## 22695 Information not provided by applicant in mail, Internet, or telephone application
## 22696                                                                             White
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                                             White
## 22715                                                  American Indian or Alaska Native
## 22717 Information not provided by applicant in mail, Internet, or telephone application
## 22723 Information not provided by applicant in mail, Internet, or telephone application
## 22735 Information not provided by applicant in mail, Internet, or telephone application
## 22738                                                                             White
## 22741                                                                             White
## 22744                                                                             White
## 22745 Information not provided by applicant in mail, Internet, or telephone application
## 22756                                                                             White
## 22762                                                                    Not applicable
## 22763                                                                             White
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                                             White
## 22792                                                                             White
## 22803 Information not provided by applicant in mail, Internet, or telephone application
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                                             White
## 22815                                                  American Indian or Alaska Native
## 22823                                                                             White
## 22834                                                                             White
## 22846                                                                             Asian
## 22852                                                                             White
## 22855                                                                             White
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                                             Asian
## 22981                                                                             Asian
## 22996                                                                             White
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                                             White
## 23029                                                                             White
## 23038 Information not provided by applicant in mail, Internet, or telephone application
## 23039                                                                             White
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066 Information not provided by applicant in mail, Internet, or telephone application
## 23071                                                                    Not applicable
## 23078 Information not provided by applicant in mail, Internet, or telephone application
## 23079 Information not provided by applicant in mail, Internet, or telephone application
## 23089                                                                             White
## 23095 Information not provided by applicant in mail, Internet, or telephone application
## 23104                                                                             White
## 23107                                                                             White
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                                             White
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                                             Asian
## 23151                                                                             White
## 23155                                                                             White
## 23157                                                                             Asian
## 23158                                                                             White
## 23167 Information not provided by applicant in mail, Internet, or telephone application
## 23173                                                                             White
## 23182                                                                             White
## 23224 Information not provided by applicant in mail, Internet, or telephone application
## 23230 Information not provided by applicant in mail, Internet, or telephone application
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                                             White
## 23257 Information not provided by applicant in mail, Internet, or telephone application
## 23265                                                                             Asian
## 23299                                                                             White
## 23302                                                                             White
## 23321                                                                             White
## 23325                                                                             White
## 23329                                                                             Asian
## 23337                                                                             White
## 23356                                                                             White
## 23369 Information not provided by applicant in mail, Internet, or telephone application
## 23387 Information not provided by applicant in mail, Internet, or telephone application
## 23407                                                                             White
## 23416                                                                             White
## 23423 Information not provided by applicant in mail, Internet, or telephone application
## 23432 Information not provided by applicant in mail, Internet, or telephone application
## 23435                                                                             White
## 23446                                                                             White
## 23449                                                                             White
## 23452                                                                             White
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479                                                                             White
## 23480 Information not provided by applicant in mail, Internet, or telephone application
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485 Information not provided by applicant in mail, Internet, or telephone application
## 23507 Information not provided by applicant in mail, Internet, or telephone application
## 23522                                                                             Asian
## 23539 Information not provided by applicant in mail, Internet, or telephone application
## 23545                                                                             Asian
## 23547 Information not provided by applicant in mail, Internet, or telephone application
## 23563                                         Native Hawaiian or Other Pacific Islander
## 23566                                                                             White
## 23573                                                                             Asian
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                                             White
## 23593                                                                             White
## 23596                                                                             Asian
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606 Information not provided by applicant in mail, Internet, or telephone application
## 23607                                                                             Asian
## 23608                                                                             White
## 23619                                                                             White
## 23629 Information not provided by applicant in mail, Internet, or telephone application
## 23631                                                                             White
## 23648                                                  American Indian or Alaska Native
## 23656                                                                             White
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                                             White
## 23671                                                                             White
## 23677                                                                             White
## 23683                                                                             White
## 23689 Information not provided by applicant in mail, Internet, or telephone application
## 23707 Information not provided by applicant in mail, Internet, or telephone application
## 23714                                                                             Asian
## 23741 Information not provided by applicant in mail, Internet, or telephone application
## 23755                                                                             White
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                                             Asian
## 23788                                                                             White
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                         Black or African American
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824 Information not provided by applicant in mail, Internet, or telephone application
## 23836                                                                             White
## 23848                                                                             White
## 23853                                                                             Asian
## 23871 Information not provided by applicant in mail, Internet, or telephone application
## 23883                                                                             White
## 23890                                                         Black or African American
## 23909                                                                             White
## 23914                                                         Black or African American
## 23918                                                  American Indian or Alaska Native
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                                             White
## 23930 Information not provided by applicant in mail, Internet, or telephone application
## 23931                                                                             White
## 23943 Information not provided by applicant in mail, Internet, or telephone application
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                                             White
## 23979                                                                             White
## 23984                                                                             Asian
## 23987 Information not provided by applicant in mail, Internet, or telephone application
## 24004                                                                             Asian
## 24014                                                                             Asian
## 24023 Information not provided by applicant in mail, Internet, or telephone application
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040 Information not provided by applicant in mail, Internet, or telephone application
## 24046                                                                             White
## 24050                                                                             Asian
## 24051                                                                             Asian
## 24081                                                                             Asian
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                                             White
## 24107                                                                             White
## 24122 Information not provided by applicant in mail, Internet, or telephone application
## 24128 Information not provided by applicant in mail, Internet, or telephone application
## 24140 Information not provided by applicant in mail, Internet, or telephone application
## 24145                                                                             White
## 24147                                                                             White
## 24164                                                                             White
## 24165                                                                             Asian
## 24172                                                                             White
## 24182                                                                             White
## 24185                                                                             White
## 24210                                                                             White
## 24213 Information not provided by applicant in mail, Internet, or telephone application
## 24217 Information not provided by applicant in mail, Internet, or telephone application
## 24223                                                                             Asian
## 24225                                                                             White
## 24232                                                                             White
## 24233                                                                             White
## 24236                                                                             White
## 24245                                                                             White
## 24248                                                                             White
## 24254                                                                             White
## 24272 Information not provided by applicant in mail, Internet, or telephone application
## 24280                                                                             White
## 24284 Information not provided by applicant in mail, Internet, or telephone application
## 24290                                                                             White
## 24292                                                                             Asian
## 24310                                                                             White
## 24311                                                                             White
## 24313 Information not provided by applicant in mail, Internet, or telephone application
## 24314                                                                             White
## 24325                                                                             White
## 24334 Information not provided by applicant in mail, Internet, or telephone application
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350 Information not provided by applicant in mail, Internet, or telephone application
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                                             White
## 24371                                                                             Asian
## 24377                                                                             White
## 24389                                                                             White
## 24395 Information not provided by applicant in mail, Internet, or telephone application
## 24410 Information not provided by applicant in mail, Internet, or telephone application
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425 Information not provided by applicant in mail, Internet, or telephone application
## 24449                                                                             Asian
## 24454 Information not provided by applicant in mail, Internet, or telephone application
## 24464                                                                             White
## 24466                                                                             White
## 24472                                                                             White
## 24473 Information not provided by applicant in mail, Internet, or telephone application
## 24488                                                  American Indian or Alaska Native
## 24490                                                                             White
## 24506                                                                             White
## 24524                                                                             Asian
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554 Information not provided by applicant in mail, Internet, or telephone application
## 24566                                                                             White
## 24572 Information not provided by applicant in mail, Internet, or telephone application
## 24578                                                                             White
## 24584                                                                             Asian
## 24590                                                                             White
## 24596 Information not provided by applicant in mail, Internet, or telephone application
## 24602                                                                             White
## 24608                                                                             White
## 24610                                                                             White
## 24614                                                         Black or African American
## 24658                                                                             White
## 24670                                                                             White
## 24675                                                                             White
## 24682                                                                             Asian
## 24700                                                                             Asian
## 24722 Information not provided by applicant in mail, Internet, or telephone application
## 24723                                                                             White
## 24724                                                                             White
## 24740                                                                             White
## 24748                                                                             White
## 24785                                                                             White
## 24788 Information not provided by applicant in mail, Internet, or telephone application
## 24795 Information not provided by applicant in mail, Internet, or telephone application
## 24796                                                                             White
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835 Information not provided by applicant in mail, Internet, or telephone application
## 24837                                                                             Asian
## 24843 Information not provided by applicant in mail, Internet, or telephone application
## 24854 Information not provided by applicant in mail, Internet, or telephone application
## 24860                                                                             White
## 24865                                                                             White
## 24886                                                                             White
## 24892                                                                             White
## 24927 Information not provided by applicant in mail, Internet, or telephone application
## 24928                                                                             White
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                                             Asian
## 24950 Information not provided by applicant in mail, Internet, or telephone application
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956 Information not provided by applicant in mail, Internet, or telephone application
## 24965                                                                             White
## 24975                                                                             White
## 24976                                                                             White
## 24982 Information not provided by applicant in mail, Internet, or telephone application
## 24999                                                                             White
## 25011                                                                             White
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046 Information not provided by applicant in mail, Internet, or telephone application
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                                             White
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172 Information not provided by applicant in mail, Internet, or telephone application
## 25173                                                                             White
## 25185 Information not provided by applicant in mail, Internet, or telephone application
## 25196 Information not provided by applicant in mail, Internet, or telephone application
## 25210                                                                             White
## 25222                                                                             White
## 25240 Information not provided by applicant in mail, Internet, or telephone application
## 25294                                                                             White
## 25304                                                                             White
## 25305                                                  American Indian or Alaska Native
## 25318                                                                             White
## 25336                                                                             White
## 25365                                                                             White
## 25400 Information not provided by applicant in mail, Internet, or telephone application
## 25406                                                                             White
## 25426                                                                             White
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                                             Asian
## 25461                                                                             White
## 25491                                                                             White
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                                             White
## 25540                                                                             White
## 25577                                                                             White
## 25588                                                                             Asian
## 25612 Information not provided by applicant in mail, Internet, or telephone application
## 25654                                                                             White
## 25660 Information not provided by applicant in mail, Internet, or telephone application
## 25675                                                                             White
## 25681                                                         Black or African American
## 25696                                                                             White
## 25702                                                                             Asian
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                                             Asian
## 25774                                                                             White
## 25796                                                                             White
## 25803                                                                             White
## 25810                                                                             White
## 25885 Information not provided by applicant in mail, Internet, or telephone application
## 25894 Information not provided by applicant in mail, Internet, or telephone application
## 25906                                                                             Asian
## 25912                                                                             White
## 25931                                                                             Asian
## 25937                                                                             Asian
## 25939                                                                             White
## 25945                                                                             White
## 25948                                                                             White
## 25957 Information not provided by applicant in mail, Internet, or telephone application
## 25971                                                                             White
## 26038                                                                             White
## 26067                                                                             White
## 26068                                                                             White
## 26077                                                                             White
## 26080                                                                             White
## 26126                                                                             White
## 26131 Information not provided by applicant in mail, Internet, or telephone application
## 26143                                                                    Not applicable
## 26155                                                                             White
## 26184                                                                             White
## 26188                                                                             White
## 26194                                                                             White
## 26296                                                                             Asian
## 26314                                                                             White
## 26321                                                                             Asian
## 26327                                                                    Not applicable
## 26365                                                                             White
## 26371                                                                             White
## 26385                                                                             White
## 26393                                                                             White
## 26398                                                                             Asian
## 26401                                                                             White
## 26431 Information not provided by applicant in mail, Internet, or telephone application
## 26432                                                                             White
## 26443                                                                             White
## 26455                                                                             Asian
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                                             White
## 26485 Information not provided by applicant in mail, Internet, or telephone application
## 26488                                                                             White
## 26506                                                                             White
## 26521                                                                             White
## 26527                                                                             White
## 26530                                                                             White
## 26542                                                                             White
## 26557 Information not provided by applicant in mail, Internet, or telephone application
## 26563                                                                    Not applicable
## 26572                                                                             White
## 26575                                                                             White
## 26596 Information not provided by applicant in mail, Internet, or telephone application
## 26601                                                                             White
## 26608                                                                             White
## 26609                                                         Black or African American
## 26620                                                                             Asian
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                                             White
## 26651                                                                             Asian
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708 Information not provided by applicant in mail, Internet, or telephone application
## 26725                                                                             White
## 26737                                                                             White
## 26770                                                                             White
## 26776 Information not provided by applicant in mail, Internet, or telephone application
## 26782                                                         Black or African American
## 26794 Information not provided by applicant in mail, Internet, or telephone application
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                                             Asian
## 26851                                                                             White
## 26869                                                                             White
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                                             White
## 26956                                                                             Asian
## 26983 Information not provided by applicant in mail, Internet, or telephone application
## 27000                                                                             White
## 27055 Information not provided by applicant in mail, Internet, or telephone application
## 27075 Information not provided by applicant in mail, Internet, or telephone application
## 27077                                                                             White
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                                             White
## 27111                                                                             White
## 27136 Information not provided by applicant in mail, Internet, or telephone application
## 27163 Information not provided by applicant in mail, Internet, or telephone application
## 27184                                                                             White
## 27190                                                                             White
## 27191                                                                             Asian
## 27196                                                                             White
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                                             White
## 27227                                                                             White
## 27245                                                                             Asian
## 27249                                                                             White
## 27265                                                                             White
## 27293                                                                             Asian
## 27301 Information not provided by applicant in mail, Internet, or telephone application
## 27304                                                                             White
## 27309                                                                             White
## 27316                                                                             White
## 27322 Information not provided by applicant in mail, Internet, or telephone application
## 27328 Information not provided by applicant in mail, Internet, or telephone application
## 27334                                                                             White
## 27338 Information not provided by applicant in mail, Internet, or telephone application
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                                             Asian
## 27439 Information not provided by applicant in mail, Internet, or telephone application
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                                             White
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508 Information not provided by applicant in mail, Internet, or telephone application
## 27511                                                                             White
## 27520                                                                             White
## 27528                                                                             White
## 27592                                                                             White
## 27602                                                                             White
## 27623                                                                             Asian
## 27625                                                                             White
## 27637                                                                             White
## 27640                                                                             Asian
## 27643                                                                             White
## 27652                                                                    Not applicable
## 27745                                                                             White
## 27778 Information not provided by applicant in mail, Internet, or telephone application
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                                             White
## 27811 Information not provided by applicant in mail, Internet, or telephone application
## 27814                                                                             White
## 27826                                                                             White
## 27856                                                                    Not applicable
## 27861                                                                             White
## 27874 Information not provided by applicant in mail, Internet, or telephone application
## 27875                                                                             White
## 27880                                                                             Asian
## 27886                                                                             White
## 27922                                                                             Asian
## 27934                                                                             White
## 27944                                                         Black or African American
## 27946                                                                             White
## 27952                                                                             White
## 27956                                                                             White
## 27968 Information not provided by applicant in mail, Internet, or telephone application
## 27981                                                                             White
## 27991                                                                             White
## 27992                                                                             White
## 27998 Information not provided by applicant in mail, Internet, or telephone application
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                         Black or African American
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                             White
## 28034 Information not provided by applicant in mail, Internet, or telephone application
## 28040                                                                             Asian
## 28044                                                                             White
## 28052 Information not provided by applicant in mail, Internet, or telephone application
## 28084                                                                             White
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                                             White
## 28108 Information not provided by applicant in mail, Internet, or telephone application
## 28129 Information not provided by applicant in mail, Internet, or telephone application
## 28132                                                                             White
## 28136 Information not provided by applicant in mail, Internet, or telephone application
## 28147                                                                             White
## 28156                                                                             Asian
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196                                                                             White
## 28198                                                                             Asian
## 28201                                                                             White
## 28223                                                                             Asian
## 28225 Information not provided by applicant in mail, Internet, or telephone application
## 28276                                                                    Not applicable
## 28315                                                                             White
## 28330                                                                             White
## 28334                                                                             White
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                                             White
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                                             White
## 28396                                                                             White
## 28432                                                                             White
## 28444                                                                             White
## 28454                                                                             White
## 28462                                                                             Asian
## 28486                                                                             White
## 28487                                                                             White
## 28504 Information not provided by applicant in mail, Internet, or telephone application
## 28517                                                                             White
## 28522                                                                             White
## 28523                                                                    Not applicable
## 28529                                                                             White
## 28544 Information not provided by applicant in mail, Internet, or telephone application
## 28547                                                                             White
## 28552 Information not provided by applicant in mail, Internet, or telephone application
## 28553                                                                             White
## 28556 Information not provided by applicant in mail, Internet, or telephone application
## 28558                                                                             White
## 28574 Information not provided by applicant in mail, Internet, or telephone application
## 28582                                                                             White
## 28587                                                                             Asian
## 28588                                                                             Asian
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                                             White
## 28604                                                                             White
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                                             White
## 28627 Information not provided by applicant in mail, Internet, or telephone application
## 28657 Information not provided by applicant in mail, Internet, or telephone application
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677 Information not provided by applicant in mail, Internet, or telephone application
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                                             White
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730                                                                             White
## 28737                                                                             Asian
## 28748                                                                             White
## 28822 Information not provided by applicant in mail, Internet, or telephone application
## 28833                                                                             White
## 28838                                                         Black or African American
## 28843 Information not provided by applicant in mail, Internet, or telephone application
## 28868 Information not provided by applicant in mail, Internet, or telephone application
## 28885                                                                             White
## 28889                                                                             Asian
## 28918 Information not provided by applicant in mail, Internet, or telephone application
## 28936 Information not provided by applicant in mail, Internet, or telephone application
## 28938                                                                             White
## 28954                                                                             White
## 28989                                                                             White
## 29013                                                                             White
## 29021                                                                             Asian
## 29032 Information not provided by applicant in mail, Internet, or telephone application
## 29050                                                                             Asian
## 29069                                                                             Asian
## 29099                                                                             Asian
## 29109                                                                             White
## 29116                                                                             White
## 29122                                                                             White
## 29127 Information not provided by applicant in mail, Internet, or telephone application
## 29128                                                                             White
## 29134 Information not provided by applicant in mail, Internet, or telephone application
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146 Information not provided by applicant in mail, Internet, or telephone application
## 29170                                                                             White
## 29181                                                                             Asian
## 29188 Information not provided by applicant in mail, Internet, or telephone application
## 29200                                                                             Asian
## 29212                                                                             White
## 29216                                                         Black or African American
## 29242                                                                             White
## 29269                                                                             White
## 29272                                                                             White
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                         Black or African American
## 29303                                                                             White
## 29311                                                                             White
## 29331                                                                             White
## 29381                                                                             Asian
## 29415                                                                             Asian
## 29460                                                                             White
## 29483                                                                             White
## 29503 Information not provided by applicant in mail, Internet, or telephone application
## 29514                                                                             White
## 29515                                                                             White
## 29523                                                                             White
## 29526                                                                             Asian
## 29533                                                                             Asian
## 29555                                                                             White
## 29575 Information not provided by applicant in mail, Internet, or telephone application
## 29592                                                                             White
## 29604                                                                             White
## 29622                                                                             White
## 29674                                                                             White
## 29678                                                                             White
## 29683                                                                             White
## 29689                                                                             White
## 29700                                                                             White
## 29706                                                                             White
## 29713                                                                             White
## 29715 Information not provided by applicant in mail, Internet, or telephone application
## 29730                                                                             White
## 29736                                                                             White
## 29745                                                                             White
## 29754                                                                             White
## 29760                                                                             White
## 29761                                                                             White
## 29779 Information not provided by applicant in mail, Internet, or telephone application
## 29814                                                                             White
## 29829 Information not provided by applicant in mail, Internet, or telephone application
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                                             White
## 29868                                                                             White
## 29889                                                                             White
## 29903                                                                             White
## 29936                                                         Black or African American
## 29937                                                                             White
## 29947 Information not provided by applicant in mail, Internet, or telephone application
## 29959 Information not provided by applicant in mail, Internet, or telephone application
## 29964                                                                             White
## 29983 Information not provided by applicant in mail, Internet, or telephone application
## 30000                                                                             White
## 30015 Information not provided by applicant in mail, Internet, or telephone application
## 30018                                                                             White
## 30030                                                                             White
## 30034                                                                             White
## 30045                                                                             White
## 30054                                                                             White
## 30060                                                                             White
## 30085 Information not provided by applicant in mail, Internet, or telephone application
## 30093                                                                             Asian
## 30138                                                                             White
## 30144                                                                             Asian
## 30162                                                                             White
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                                             White
## 30221                                                                             White
## 30225                                                                             White
## 30226                                                                             White
## 30235                                                                             Asian
## 30237                                                                             White
## 30246                                                                             Asian
## 30252                                                                             White
## 30253                                                                             Asian
## 30270                                                                             Asian
## 30282                                                                             White
## 30294                                                                             White
## 30300                                                                             White
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                                             White
## 30318                                                                             White
## 30342                                                                             White
## 30343                                                         Black or African American
## 30353                                                                             White
## 30354                                                                             White
## 30359                                                                             Asian
## 30381                                                                             Asian
## 30408                                                                             White
## 30414                                                                             White
## 30426                                                                             White
## 30429                                                                             White
## 30444                                                                             Asian
## 30453                                                                             White
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                                             Asian
## 30484                                                                             White
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                                             White
## 30511                                                                             Asian
## 30517                                                                             White
## 30519 Information not provided by applicant in mail, Internet, or telephone application
## 30533                                                                             White
## 30534                                                                             White
## 30540                                                                             Asian
## 30558                                                                             White
## 30564                                                                             White
## 30576                                                                             Asian
## 30588                                                                             White
## 30594                                                                             Asian
## 30605 Information not provided by applicant in mail, Internet, or telephone application
## 30648                                                                             White
## 30654                                                                             White
## 30666                                                                             White
## 30678                                                                             White
## 30684                                                                             White
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715 Information not provided by applicant in mail, Internet, or telephone application
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                                             White
## 30738                                                                             White
## 30744                                                                             White
## 30756                                                                             White
## 30762                                                                             Asian
## 30768                                                                             White
## 30774                                                                             White
## 30780                                                                             White
## 30786                                                                             Asian
## 30809                                                                             White
## 30835                                                                             White
## 30840                                                                             White
## 30845                                                                             White
## 30846                                                                             White
## 30852                                                                             White
## 30858                                                                             White
## 30872                                                                             White
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                                             White
## 30894                                                                             Asian
## 30900                                                                             White
## 30923                                                                             Asian
## 30960                                                                             White
## 30967                                                                             White
## 30972                                                                             White
## 30978                                                                             Asian
## 30984                                                                             White
## 30985 Information not provided by applicant in mail, Internet, or telephone application
## 30990                                                                             White
## 30992                                                                             White
## 30996                                                                             White
## 31002                                                                             White
## 31005 Information not provided by applicant in mail, Internet, or telephone application
## 31008                                                                             White
## 31014                                                                             White
## 31017                                                                             Asian
## 31043                                                                             White
## 31044                                                                             White
## 31048                                                                             Asian
## 31050                                                                             White
## 31056                                                                             White
## 31057                                                                             Asian
## 31062                                                                             White
## 31084 Information not provided by applicant in mail, Internet, or telephone application
## 31086                                                                             White
## 31092                                                                             White
## 31093                                                                             White
## 31104                                                                             White
## 31117                                                                             Asian
## 31122                                                                             White
## 31128                                                                             White
## 31134                                                                             White
## 31140                                                                             White
## 31152                                                                             White
## 31158                                                                             White
## 31170                                                                             White
## 31176                                                                             White
## 31188                                                                             White
## 31194                                                                             White
## 31200                                                                             White
## 31206                                                                             White
## 31213                                                                             White
## 31224                                                                             White
## 31230                                                                             Asian
## 31248                                                                             White
## 31254                                                                             White
## 31260                                                                             White
## 31271                                                                             White
## 31276                                                                             Asian
## 31284                                                                             White
## 31296                                                                             White
## 31301                                                                             White
## 31314                                                                             White
## 31344                                                                             White
## 31350                                                                             White
## 31359                                                                             Asian
## 31362                                                                             White
## 31368                                                                             White
## 31371                                                                             White
## 31374                                                                             White
## 31380                                                                             White
## 31390                                                                             White
## 31392                                                                             White
## 31398                                                                             White
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411 Information not provided by applicant in mail, Internet, or telephone application
## 31421                                                                             Asian
## 31422                                                                             White
## 31428                                                                             White
## 31434                                                                             White
## 31440                                                                             White
## 31443 Information not provided by applicant in mail, Internet, or telephone application
## 31446                                                                             White
## 31458                                                                             Asian
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                                             White
## 31494                                                                             White
## 31500                                                                             White
## 31503 Information not provided by applicant in mail, Internet, or telephone application
## 31506                                                                             White
## 31517                                                                             White
## 31519 Information not provided by applicant in mail, Internet, or telephone application
## 31524                                                                             White
## 31542                                                                             White
## 31554                                                                             White
## 31566                                                                             White
## 31572                                                                             Asian
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                                             White
## 31590                                                                             White
## 31608                                                                             White
## 31609 Information not provided by applicant in mail, Internet, or telephone application
## 31614                                                                             White
## 31620                                                                             Asian
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                                             White
## 31638                                                                             White
## 31647 Information not provided by applicant in mail, Internet, or telephone application
## 31655                                                                             White
## 31668                                                                             White
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                                             White
## 31692                                                                             White
## 31705 Information not provided by applicant in mail, Internet, or telephone application
## 31710                                                                             White
## 31722                                                                             White
## 31728                                                                             White
## 31734                                                                             White
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                                             White
## 31758                                                                             White
## 31776                                                                             White
## 31788                                                                             White
## 31800                                                                             White
## 31807                                                                             Asian
## 31824                                                                             White
## 31830                                                                             White
## 31836                                                                             White
## 31843 Information not provided by applicant in mail, Internet, or telephone application
## 31848                                                                             White
## 31849 Information not provided by applicant in mail, Internet, or telephone application
## 31866                                                                             White
## 31872                                                                             White
## 31878                                                                             White
## 31884                                                                             White
## 31890                                                                             White
## 31896                                                                             White
## 31902                                                                             Asian
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                                             White
## 31932                                                                             White
## 31936                                                                             Asian
## 31938                                                                             White
## 31944                                                                             White
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                                             Asian
## 31956                                                                             White
## 31957                                                                             White
## 31962                                                                             White
## 31968                                                                             Asian
## 31974                                                                             White
## 32010                                                                             White
## 32015                                                                             Asian
## 32023                                                                             White
## 32027                                                                             White
## 32046                                                                             White
## 32051                                                                             White
## 32052                                                                             White
## 32058                                                                             Asian
## 32064                                                                             White
## 32070                                                                             White
## 32082                                                                             White
## 32088                                                                             White
## 32094                                                                             White
## 32096 Information not provided by applicant in mail, Internet, or telephone application
## 32100                                                                             White
## 32117                                                                             White
## 32118                                                                             White
## 32125 Information not provided by applicant in mail, Internet, or telephone application
## 32130                                                                             White
## 32136                                                                             White
## 32148                                                                             White
## 32154                                                                             White
## 32155 Information not provided by applicant in mail, Internet, or telephone application
## 32160                                                                             White
## 32172                                                                             White
## 32178                                                                             White
## 32190                                                                             White
## 32196                                                                             White
## 32201                                                                             White
## 32202                                                                             White
## 32207                                                                             White
## 32208                                                                             White
## 32212                                                                             White
## 32226                                                                             White
## 32232                                                                             White
## 32238                                                                             Asian
## 32246                                                                             White
## 32256                                                                             White
## 32270 Information not provided by applicant in mail, Internet, or telephone application
## 32292                                                                             White
## 32304                                                                             White
## 32306                                                                             White
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                                             White
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                                             White
## 32323                                                                             Asian
## 32324 Information not provided by applicant in mail, Internet, or telephone application
## 32334                                                                             White
## 32336                                                                             White
## 32354                                                                             White
## 32356 Information not provided by applicant in mail, Internet, or telephone application
## 32358                                                                             White
## 32360 Information not provided by applicant in mail, Internet, or telephone application
## 32365 Information not provided by applicant in mail, Internet, or telephone application
## 32366 Information not provided by applicant in mail, Internet, or telephone application
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                                             White
## 32388                                                                             White
## 32394                                                                             White
## 32406                                                                             White
## 32418                                                                             White
## 32424                                                                             White
## 32430                                                                             White
## 32436                                                                             White
## 32448                                                                             White
## 32454                                                                             White
## 32457                                                         Black or African American
## 32496                                                                             White
## 32514                                                                             White
## 32520                                                                             White
## 32532                                                                             White
## 32544                                                                             White
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                                             Asian
## 32562                                                                             White
## 32568                                                                             White
## 32580                                                                             White
## 32592                                                                             Asian
## 32601                                                                             White
## 32604                                                                             White
## 32622                                                                             White
## 32634                                                                             White
## 32640                                                                             White
## 32646                                                                             White
## 32647 Information not provided by applicant in mail, Internet, or telephone application
## 32652                                                                             White
## 32653 Information not provided by applicant in mail, Internet, or telephone application
## 32659                                                                             Asian
## 32664                                                                             White
## 32676                                                                             White
## 32678 Information not provided by applicant in mail, Internet, or telephone application
## 32685                                                                             White
## 32694                                                                             White
## 32705                                                                             Asian
## 32706                                                                             Asian
## 32708 Information not provided by applicant in mail, Internet, or telephone application
## 32713                                                                             White
## 32717                                                                             Asian
## 32736                                                                             White
## 32742                                                                             White
## 32745                                                         Black or African American
## 32748                                                                             White
## 32760                                                                             Asian
## 32764 Information not provided by applicant in mail, Internet, or telephone application
## 32765                                                                             Asian
## 32766                                                                             White
## 32779                                                                             White
## 32784                                                                             Asian
## 32790                                                                             White
## 32794                                                                             White
## 32807                                                                             Asian
## 32808                                                                             White
## 32820                                                                             White
## 32826                                                                             White
## 32831                                                                             Asian
## 32832                                                                             White
## 32838                                                                             White
## 32844                                                                             White
## 32850                                                                             White
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                                             White
## 32871                                                                             Asian
## 32873                                                                             Asian
## 32874                                                                             Asian
## 32892                                                                             White
## 32899 Information not provided by applicant in mail, Internet, or telephone application
## 32909                                                                             Asian
## 32911 Information not provided by applicant in mail, Internet, or telephone application
## 32916                                                                             White
## 32928                                                                             White
## 32940                                                                             White
## 32941                                                                             White
## 32958                                                                             White
## 32964                                                                             White
## 32970                                                                             White
## 32976                                                         Black or African American
## 32994                                                                             White
## 33000                                                                             White
## 33018                                                                             White
## 33024                                                                             White
## 33027                                                                             Asian
## 33030                                                                             White
## 33036                                                                             Asian
## 33048                                                                             White
## 33052                                                                             Asian
## 33054                                                                             White
## 33057                                                                             White
## 33060                                                                             White
## 33084                                                                             White
## 33090                                                                             White
## 33096                                                                             Asian
## 33108                                                                             White
## 33109                                                                             White
## 33120                                                                             White
## 33125                                                                             Asian
## 33131                                                                             White
## 33138                                                                             White
## 33144                                                                             White
## 33150                                                                             White
## 33157 Information not provided by applicant in mail, Internet, or telephone application
## 33168                                                                             Asian
## 33180                                                                             White
## 33186                                                                             White
## 33195                                                                             White
## 33204                                                                             White
## 33216                                                                             White
## 33223 Information not provided by applicant in mail, Internet, or telephone application
## 33228                                                                             White
## 33231                                                                             White
## 33246                                                                             White
## 33252                                                                             White
## 33270                                                                             White
## 33282                                                                             White
## 33288                                                                             Asian
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                                             White
## 33295 Information not provided by applicant in mail, Internet, or telephone application
## 33303                                                                             White
## 33306                                                                             White
## 33315 Information not provided by applicant in mail, Internet, or telephone application
## 33318                                                                             White
## 33324                                                                             White
## 33330                                                                             White
## 33348                                                                             White
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                                             White
## 33417                                                                             White
## 33426                                                                             White
## 33432                                                                             Asian
## 33444                                                                             Asian
## 33445                                                                             White
## 33456                                                                             Asian
## 33457 Information not provided by applicant in mail, Internet, or telephone application
## 33469 Information not provided by applicant in mail, Internet, or telephone application
## 33480                                                                             White
## 33486                                                                             White
## 33493                                                                             White
## 33510                                                                             White
## 33528                                                                             White
## 33534                                                                             White
## 33546                                                                             White
## 33558                                                                             White
## 33564                                                                             White
## 33571                                                                             White
## 33576                                                                             White
## 33600                                                                             White
## 33606                                                                             White
## 33618                                                                             White
## 33636                                                                             Asian
## 33648                                                                             Asian
## 33663 Information not provided by applicant in mail, Internet, or telephone application
## 33671                                                                             Asian
## 33672                                                                             White
## 33678                                                                             White
## 33685                                                                             White
## 33690                                                                             White
## 33708                                                                             White
## 33714                                                                             White
## 33715                                                                             White
## 33738                                                                             Asian
## 33751 Information not provided by applicant in mail, Internet, or telephone application
## 33773 Information not provided by applicant in mail, Internet, or telephone application
## 33774                                                                             White
## 33786                                                                             White
## 33793                                                                             White
## 33797 Information not provided by applicant in mail, Internet, or telephone application
## 33805 Information not provided by applicant in mail, Internet, or telephone application
## 33816                                                                             White
## 33817                                                                             White
## 33824                                                                             White
## 33882                                                                             White
## 33894                                                                             White
## 33912                                                                             White
## 33918                                                                             White
## 33919 Information not provided by applicant in mail, Internet, or telephone application
## 33920                                                                             White
## 33924                                                                             Asian
## 33926 Information not provided by applicant in mail, Internet, or telephone application
## 33930                                                                             White
## 33936                                                                             White
## 33948                                                                             White
## 33954                                                                             White
## 33972                                                                             Asian
## 33977                                                                             Asian
## 33984                                                                             White
## 33987 Information not provided by applicant in mail, Internet, or telephone application
## 34020                                                                             White
## 34023                                                  American Indian or Alaska Native
## 34038                                                                             White
## 34050                                                                             White
## 34056                                                                             White
## 34062                                                                             White
## 34068                                                                             White
## 34074                                                                             White
## 34079 Information not provided by applicant in mail, Internet, or telephone application
## 34080                                                                             White
## 34083                                                                             White
## 34086                                                                             White
## 34092                                                                             White
## 34098                                                                             White
## 34101 Information not provided by applicant in mail, Internet, or telephone application
## 34105 Information not provided by applicant in mail, Internet, or telephone application
## 34110                                                                             White
## 34116                                                                             White
## 34122                                                                             White
## 34131 Information not provided by applicant in mail, Internet, or telephone application
## 34134                                                                             White
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                                             White
## 34164                                                                             White
## 34174                                                                             White
## 34176                                                                             White
## 34206                                                                             White
## 34208                                                  American Indian or Alaska Native
## 34212                                                                             Asian
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                                             White
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                                             White
## 34224                                                                             Asian
## 34225 Information not provided by applicant in mail, Internet, or telephone application
## 34260                                                                             White
## 34266                                                                             White
## 34271                                                                             White
## 34272                                                                             White
## 34278                                                                             White
## 34289                                                                             White
## 34290                                                                             White
## 34292 Information not provided by applicant in mail, Internet, or telephone application
## 34296                                                                             White
## 34308                                                                             White
## 34326                                                                             White
## 34327                                                  American Indian or Alaska Native
## 34338                                                                             White
## 34350                                                                             White
## 34360 Information not provided by applicant in mail, Internet, or telephone application
## 34368                                                                             White
## 34369                                                                             White
## 34392                                                                             Asian
## 34423 Information not provided by applicant in mail, Internet, or telephone application
## 34428                                                                             White
## 34440                                                                             White
## 34445                                                                             White
## 34452                                                                             White
## 34458                                                                             White
## 34470                                                                             White
## 34477 Information not provided by applicant in mail, Internet, or telephone application
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492 Information not provided by applicant in mail, Internet, or telephone application
## 34494                                                                             White
## 34497                                                                             White
## 34500                                                                             Asian
## 34502 Information not provided by applicant in mail, Internet, or telephone application
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                                             White
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                                             White
## 34530                                                                             White
## 34536                                                                             White
## 34547                                                                             White
## 34548                                                                             White
## 34550                                                                             Asian
## 34554                                                                             White
## 34566                                                                             White
## 34568                                                                             Asian
## 34571                                                                             White
## 34572                                                                             White
## 34600                                                                             White
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616                                                                             White
## 34628                                                                             White
## 34634                                                                             Asian
## 34638                                                                             White
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                                             White
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                                             White
## 34677 Information not provided by applicant in mail, Internet, or telephone application
## 34680                                                                             White
## 34687                                                                             Asian
## 34695 Information not provided by applicant in mail, Internet, or telephone application
## 34700                                                                             White
## 34701                                                                             White
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715                                                                             White
## 34722                                                                             White
## 34724                                                                             White
## 34726                                                                             White
## 34730                                                                             White
## 34736                                                                             White
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742 Information not provided by applicant in mail, Internet, or telephone application
## 34748 Information not provided by applicant in mail, Internet, or telephone application
## 34758                                                                             White
## 34770                                                                             White
## 34772                                                                             White
## 34788                                                                             White
## 34790                                                                             White
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                                             White
## 34817                                                                             White
## 34818                                                                             Asian
## 34820                                                                             White
## 34830                                                                             White
## 34831                                                                             White
## 34838                                                                             Asian
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844                                                                             White
## 34848                                                                             Asian
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                                             White
## 34862                                                                             White
## 34865                                                                             White
## 34868 Information not provided by applicant in mail, Internet, or telephone application
## 34874 Information not provided by applicant in mail, Internet, or telephone application
## 34878                                                                             White
## 34880 Information not provided by applicant in mail, Internet, or telephone application
## 34884                                                                             White
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                                             White
## 34901                                                                             White
## 34904                                                                             Asian
## 34908                                                                             White
## 34915 Information not provided by applicant in mail, Internet, or telephone application
## 34920                                                                             White
## 34926                                                                             White
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                                             White
## 34932                                                                             White
## 34938                                                                             White
## 34939                                                                             White
## 34944                                                                             White
## 34950                                                                             White
## 34955                                                                             Asian
## 34962                                                                             Asian
## 34968                                                                             White
## 34974                                                                             White
## 34986                                                                             White
## 34992                                                                             White
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999 Information not provided by applicant in mail, Internet, or telephone application
## 35000                                                                             White
## 35004                                                                             White
## 35010                                                                             White
## 35012 Information not provided by applicant in mail, Internet, or telephone application
## 35013                                                                             White
## 35016                                                                             White
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                                             White
## 35029 Information not provided by applicant in mail, Internet, or telephone application
## 35032                                                                             White
## 35034                                                                             White
## 35036 Information not provided by applicant in mail, Internet, or telephone application
## 35041                                                                             White
## 35046                                                                             White
## 35052                                                                             White
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                                             White
## 35060                                                                             White
## 35064                                                                             White
## 35072 Information not provided by applicant in mail, Internet, or telephone application
## 35076                                                                             White
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                                             White
## 35100                                                                             White
## 35101 Information not provided by applicant in mail, Internet, or telephone application
## 35106                                                                             White
## 35108                                                                             Asian
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                                             White
## 35124                                                                             White
## 35126 Information not provided by applicant in mail, Internet, or telephone application
## 35127                                                                             White
## 35144 Information not provided by applicant in mail, Internet, or telephone application
## 35148                                                                             White
## 35154                                                                             Asian
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168 Information not provided by applicant in mail, Internet, or telephone application
## 35174                                                                             White
## 35184                                                                             White
## 35185 Information not provided by applicant in mail, Internet, or telephone application
## 35208                                                                             White
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                                             White
## 35240                                                                             Asian
## 35242                                                                             White
## 35244                                                                             White
## 35250                                                                             White
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                                             Asian
## 35294                                                                             White
## 35298                                                                             White
## 35317 Information not provided by applicant in mail, Internet, or telephone application
## 35322                                                                             White
## 35328                                                                             White
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335 Information not provided by applicant in mail, Internet, or telephone application
## 35346                                                                             White
## 35348 Information not provided by applicant in mail, Internet, or telephone application
## 35352                                                                             White
## 35358                                                                             White
## 35370                                                                             White
## 35372                                                                             White
## 35376                                                                             White
## 35382                                                                             White
## 35388                                                                             White
## 35394                                                                             White
## 35400                                                                             White
## 35402 Information not provided by applicant in mail, Internet, or telephone application
## 35406                                                                             White
## 35408 Information not provided by applicant in mail, Internet, or telephone application
## 35412                                                                             White
## 35430                                                                             White
## 35431                                                                             White
## 35448                                                                             White
## 35450 Information not provided by applicant in mail, Internet, or telephone application
## 35454                                                                             Asian
## 35455                                                                             White
## 35460                                                                             White
## 35466                                                                             White
## 35472                                                                             White
## 35478                                                                             White
## 35484                                                                             White
## 35485 Information not provided by applicant in mail, Internet, or telephone application
## 35490                                                                             White
## 35496                                                                             White
## 35498 Information not provided by applicant in mail, Internet, or telephone application
## 35502                                                                             White
## 35514                                                                             Asian
## 35516                                                                             White
## 35520                                                                             White
## 35521                                                                             White
## 35522 Information not provided by applicant in mail, Internet, or telephone application
## 35525                                                                             White
## 35528                                                                             Asian
## 35532                                                                             White
## 35538                                                                             White
## 35544                                                                             White
## 35586                                                                             White
## 35598                                                                             White
## 35601 Information not provided by applicant in mail, Internet, or telephone application
## 35616                                                                             White
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                                             Asian
## 35634                                                                             White
## 35640                                                                             White
## 35646                                                                             Asian
## 35652                                                                             White
## 35653                                                                    Not applicable
## 35664                                                                             White
## 35676                                                                             White
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                                             White
## 35688                                                                             White
## 35703 Information not provided by applicant in mail, Internet, or telephone application
## 35724                                                                             Asian
## 35730                                                                             White
## 35737 Information not provided by applicant in mail, Internet, or telephone application
## 35742                                                                             White
## 35748                                                                             White
## 35760                                                                             Asian
## 35784                                                                             White
## 35789                                                                             White
## 35790                                                                             White
## 35802                                                                             White
## 35814                                                                             Asian
## 35820                                                                             White
## 35910                                                                             Asian
## 35921                                                                             White
## 35922                                                                             White
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937 Information not provided by applicant in mail, Internet, or telephone application
## 35946                                                                             Asian
## 35970                                                                             White
## 35979                                                                             White
## 36006                                                                             White
## 36013                                                                             White
## 36015                                                                             White
## 36043 Information not provided by applicant in mail, Internet, or telephone application
## 36073 Information not provided by applicant in mail, Internet, or telephone application
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                                             White
## 36174                                                                             White
## 36189                                                         Black or African American
## 36192                                                                             White
## 36226                                                                             White
## 36261                                                                             White
## 36265 Information not provided by applicant in mail, Internet, or telephone application
## 36283 Information not provided by applicant in mail, Internet, or telephone application
## 36304                                                                             White
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                                             White
## 36400                                                                             White
## 36419                                                                             White
## 36432                                                                             White
## 36475                                                                             White
## 36492                                                                             White
## 36525                                                                             White
## 36569                                                                             White
## 36596                                                                             White
## 36600                                                                             White
## 36630                                                                             White
## 36637                                                                             White
## 36641 Information not provided by applicant in mail, Internet, or telephone application
## 36748                                                                             White
## 36789                                                                             Asian
## 36799                                                                             White
## 36843 Information not provided by applicant in mail, Internet, or telephone application
## 36849                                                                             Asian
## 36866 Information not provided by applicant in mail, Internet, or telephone application
## 36883 Information not provided by applicant in mail, Internet, or telephone application
## 36901                                                                             White
## 36924                                                                             White
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077 Information not provided by applicant in mail, Internet, or telephone application
## 37113                                                                             White
## 37167 Information not provided by applicant in mail, Internet, or telephone application
## 37171                                                                             White
## 37201                                                                             White
## 37207                                                                             White
## 37262                                                                             White
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                                             White
## 37393                                                                             White
## 37402 Information not provided by applicant in mail, Internet, or telephone application
## 37419 Information not provided by applicant in mail, Internet, or telephone application
## 37435                                                         Black or African American
## 37442 Information not provided by applicant in mail, Internet, or telephone application
## 37448                                                                             White
## 37484                                                                             White
## 37579                                                                             White
## 37584                                                                             White
## 37591 Information not provided by applicant in mail, Internet, or telephone application
## 37644                                                                             White
## 37681                                                                             White
## 37692                                                                             White
## 37701                                                                             Asian
## 37761                                                                             White
## 37783                                                                             Asian
## 37784                                                                             White
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821 Information not provided by applicant in mail, Internet, or telephone application
## 37832                                                                             White
## 37862                                                                             White
## 37868                                                                             Asian
## 37888                                                                             Asian
## 37896                                                                             White
## 37968                                                                             White
## 37970                                                         Black or African American
## 38000                                                                             White
## 38014                                                                    Not applicable
## 38036                                                                             White
## 38042                                                                             White
## 38077                                                         Black or African American
## 38126                                                                             White
## 38145 Information not provided by applicant in mail, Internet, or telephone application
## 38149                                                                             Asian
## 38164                                                                             White
## 38166                                                                             White
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                                             White
## 38263                                                                             White
## 38280                                                                             Asian
## 38334                                                                             White
## 38346                                                                             White
## 38440                                                                             White
## 38462                                                                    Not applicable
## 38476                                                                             White
## 38481 Information not provided by applicant in mail, Internet, or telephone application
## 38492                                                                             White
## 38565                                                                             White
## 38599                                                                             White
## 38605 Information not provided by applicant in mail, Internet, or telephone application
## 38673                                                                             White
## 38695                                                                             White
## 38709                                                                             Asian
## 38717                                                                             White
## 38719                                                                             White
## 38760                                                                             Asian
## 38777                                                                             White
## 38841                                                                             White
## 38874                                                                             Asian
## 38921                                                                             White
## 38924                                                                             White
## 38946                                                                             White
## 38970                                                                             Asian
## 38976                                                                             Asian
## 38990                                                                             White
## 39011                                                                             White
## 39012                                                                             White
## 39030                                                                             White
## 39036                                                                             White
## 39041                                                                             White
## 39066                                                                             Asian
## 39078                                                                             Asian
## 39090                                                                             White
## 39096                                                                             White
## 39124                                                                             White
## 39150                                                                             White
## 39156                                                                             White
## 39172                                                                             White
## 39186                                                                             White
## 39188                                                                             White
## 39192                                                                             White
## 39201                                                                             White
## 39204                                                                             White
## 39210                                                                             Asian
## 39222                                                                             Asian
## 39234                                                                             White
## 39237                                                                             White
## 39246                                                                             White
## 39252                                                                             White
## 39258                                                                             White
## 39285 Information not provided by applicant in mail, Internet, or telephone application
## 39288                                                                             Asian
## 39292                                                                             White
## 39313                                                                             White
## 39348                                                                             White
## 39397                                                                    Not applicable
## 39420                                                                             White
## 39423                                                                             White
## 39432                                                                             Asian
## 39453 Information not provided by applicant in mail, Internet, or telephone application
## 39486                                                                             White
## 39493 Information not provided by applicant in mail, Internet, or telephone application
## 39498                                                                             White
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                                             White
## 39534                                                                             White
## 39541                                                                             White
## 39546                                                                             White
## 39555 Information not provided by applicant in mail, Internet, or telephone application
## 39558                                                                             White
## 39564                                                                             White
## 39570                                                                             White
## 39576                                                                             White
## 39578                                                         Black or African American
## 39582                                                                             White
## 39585                                                                             White
## 39588                                                                             White
## 39594                                                                             White
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                                             White
## 39606                                                                             Asian
## 39618                                                                             White
## 39624                                                                             White
## 39625                                                                             White
## 39627                                                                             White
## 39630                                                                             White
## 39631                                                                             Asian
## 39636                                                                             Asian
## 39637                                                                             White
## 39642                                                                             White
## 39647                                                                             White
## 39648                                                                             White
## 39654                                                                             White
## 39660                                                                             White
## 39666                                                                             White
## 39678                                                                             Asian
## 39686                                                                             White
## 39701                                                                             White
## 39728                                                                             White
## 39732                                                                             White
## 39758                                                                             White
## 39762                                                                             White
## 39768                                                                             White
## 39780                                                                             White
## 39798                                                                             White
## 39810                                                                             White
## 39816                                                                             White
## 39828                                                                             White
## 39829 Information not provided by applicant in mail, Internet, or telephone application
## 39834                                                                             White
## 39851                                                                             Asian
## 39858                                                                             White
## 39879                                                                             White
## 39889                                                                             White
## 39906                                                                             White
## 39919                                                                             Asian
## 39940 Information not provided by applicant in mail, Internet, or telephone application
## 39948                                                                             White
## 39960                                                                             White
## 40034                                                                             White
## 40068                                                                             White
## 40069                                                                             White
## 40073                                                                             Asian
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                                             White
## 40152                                                                             White
## 40204                                                                             White
## 40218                                                                             White
## 40240                                                                             Asian
## 40278                                                                             White
## 40282                                                                             White
## 40302                                                                             White
## 40310                                                                             White
## 40317 Information not provided by applicant in mail, Internet, or telephone application
## 40340                                                                             White
## 40345 Information not provided by applicant in mail, Internet, or telephone application
## 40379                                                                             Asian
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                                             White
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396 Information not provided by applicant in mail, Internet, or telephone application
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                                             White
## 40465 Information not provided by applicant in mail, Internet, or telephone application
## 40488                                                                             White
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                                             White
## 40529                                                                             Asian
## 40530                                                                             White
## 40550                                                                             White
## 40567                                                                             Asian
## 40639                                                                             White
## 40640                                                                             White
## 40645                                                                             Asian
## 40661                                                                             White
## 40705                                                                             White
## 40707                                                                             Asian
## 40716                                                                             White
## 40731                                                                             Asian
## 40740                                                                             White
## 40741                                                                             White
## 40744 Information not provided by applicant in mail, Internet, or telephone application
## 40762                                                                             White
## 40803                                                                             White
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                                             Asian
## 40853                                                                             White
## 40877                                                         Black or African American
## 40897                                                                             White
## 40929                                                                             White
## 40978 Information not provided by applicant in mail, Internet, or telephone application
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995 Information not provided by applicant in mail, Internet, or telephone application
## 41037 Information not provided by applicant in mail, Internet, or telephone application
## 41041 Information not provided by applicant in mail, Internet, or telephone application
## 41047                                                                             White
## 41119                                                                             White
## 41149 Information not provided by applicant in mail, Internet, or telephone application
## 41176                                                                             White
## 41191                                                                             White
## 41218                                                                             White
## 41229 Information not provided by applicant in mail, Internet, or telephone application
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                                             White
## 41320                                                                             Asian
## 41332 Information not provided by applicant in mail, Internet, or telephone application
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                                             White
## 41368                                                         Black or African American
## 41381                                                                             Asian
## 41406                                                                             White
## 41448                                                                             White
## 41479                                                                             White
## 41499                                                                             White
## 41515                                                                             White
## 41526                                                                             White
## 41561                                                                             Asian
## 41574                                                                             White
## 41584                                                                             Asian
## 41592                                                                             White
## 41602                                                                             White
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                                             White
## 41644                                                                             White
## 41692                                                                             White
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733 Information not provided by applicant in mail, Internet, or telephone application
## 41769 Information not provided by applicant in mail, Internet, or telephone application
## 41822                                                                    Not applicable
## 41828                                                                             White
## 41857                                                                             White
## 41858                                                                             White
## 41865                                                                             Asian
## 41871                                                                             White
## 41925                                                                             White
## 41931                                                                             White
## 41991 Information not provided by applicant in mail, Internet, or telephone application
## 42039                                                                             Asian
## 42088                                                                             White
## 42094                                                                             White
## 42173                                                                             Asian
## 42182                                                                             White
## 42211                                                                             White
## 42222                                                         Black or African American
## 42224                                                                             White
## 42267                                                                             Asian
## 42274                                                                             White
## 42278                                                                             White
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                                             White
## 42314                                                                             White
## 42358                                                                             White
## 42359                                                  American Indian or Alaska Native
## 42422                                                                             White
## 42451                                                                             White
## 42454                                                                             White
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                                             White
## 42584                                                                             White
## 42676                                                                             White
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                                             White
## 42794                                                                             White
## 42825 Information not provided by applicant in mail, Internet, or telephone application
## 42826                                                                             White
## 42858                                                         Black or African American
## 42892                                                                             White
## 42916                                                                             Asian
## 42920                                                                             White
## 42925                                                                             White
## 43000                                                                             White
## 43021                                                                             White
## 43060                                                                             White
## 43066                                                                             White
## 43072 Information not provided by applicant in mail, Internet, or telephone application
## 43092                                                                             White
## 43102                                                                             White
## 43107                                                                             White
## 43126                                                                             White
## 43128                                                                             Asian
## 43143                                                                             White
## 43151                                                                             White
## 43155                                                                             Asian
## 43209                                                                             White
## 43210 Information not provided by applicant in mail, Internet, or telephone application
## 43379                                                                             White
## 43396                                                                             Asian
## 43401                                                                             White
## 43440                                                                             White
## 43470                                                                             White
## 43485 Information not provided by applicant in mail, Internet, or telephone application
## 43521                                                                             Asian
## 43524                                                                             White
## 43530                                                                             White
## 43548                                                                             White
## 43554                                                                             White
## 43557                                                                             White
## 43575                                                                             White
## 43578                                                                             White
## 43584                                                                             White
## 43626                                                                             White
## 43638                                                                             White
## 43710                                                                             White
## 43720                                                         Black or African American
## 43726 Information not provided by applicant in mail, Internet, or telephone application
## 43754                                                                             White
## 43930                                                                             White
## 43952                                                                             White
## 43983                                                                             White
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                                             White
## 44044                                                         Black or African American
## 44054                                                                             White
## 44068                                                                             White
## 44110                                                                             White
## 44169 Information not provided by applicant in mail, Internet, or telephone application
## 44225                                                                             White
## 44251                                                                             White
## 44256                                                                             White
## 44268                                                                             White
## 44286                                                                             White
## 44298                                                                             White
## 44308                                                                             White
## 44316                                                                             White
## 44321                                                                    Not applicable
## 44325 Information not provided by applicant in mail, Internet, or telephone application
## 44331                                                                             White
## 44358                                                                             White
## 44364                                                                             White
## 44376                                                                             White
## 44382                                                                             White
## 44388                                                                             White
## 44400                                                                             White
## 44412                                                                             White
## 44418                                                                             White
## 44424                                                                             White
## 44432                                                                             White
## 44436                                                                             White
## 44438                                                                             White
## 44448                                                                             White
## 44454                                                                             White
## 44464                                                                             White
## 44474                                                                             White
## 44510                                                                    Not applicable
## 44520                                                                             White
## 44537                                                                             White
## 44538                                                                             White
## 44566                                                                             Asian
## 44599                                                                             White
## 44625 Information not provided by applicant in mail, Internet, or telephone application
## 44639                                                                             White
## 44646                                                                             White
## 44648                                                                             White
## 44652                                                                             White
## 44694                                                                             White
## 44698                                                                             White
## 44715 Information not provided by applicant in mail, Internet, or telephone application
## 44746                                                                             White
## 44747                                                                             Asian
## 44785                                                                             White
## 44801                                                                             White
## 44848                                                                             White
## 44879                                                                             Asian
## 44938                                                                             White
## 45003                                                                             Asian
## 45100                                                                             White
## 45108                                                                             Asian
## 45153 Information not provided by applicant in mail, Internet, or telephone application
## 45171 Information not provided by applicant in mail, Internet, or telephone application
## 45205                                                                             White
## 45339                                                                             Asian
## 45351                                                                             White
## 45361                                                                             White
## 45386                                                                             White
## 45434                                                                             White
## 45443                                                                             White
## 45452                                                                             White
## 45482                                                                             White
## 45486                                                                             Asian
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                                             White
## 45633                                                                             Asian
## 45641                                                                             Asian
## 45646                                                                             White
## 45660                                                                             White
## 45676                                                                             White
## 45690                                                                             White
## 45714                                                                             White
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741 Information not provided by applicant in mail, Internet, or telephone application
## 45778                                                                             White
## 45877                                                                             White
## 45928                                                                             Asian
## 45975                                                  American Indian or Alaska Native
## 46035                                                                             White
## 46093                                                                             White
## 46137 Information not provided by applicant in mail, Internet, or telephone application
## 46144                                                                             White
## 46228                                                                             White
## 46229                                                                             Asian
## 46251                                                                             Asian
## 46269 Information not provided by applicant in mail, Internet, or telephone application
## 46275                                                                             White
## 46311 Information not provided by applicant in mail, Internet, or telephone application
## 46455                                                                             Asian
## 46472                                                                             White
## 46498                                                                             White
## 46608                                                                             White
## 46624                                                                             White
## 46654                                                                             White
## 46659 Information not provided by applicant in mail, Internet, or telephone application
## 46707                                                                             White
## 46717                                                                             Asian
## 46743                                                                             White
## 46751                                                                             White
## 46763                                                                             White
## 46786                                                                             White
## 46809                                                                             White
## 46869                                                                             White
## 46890                                                                             White
## 46936                                                                             White
## 46938                                                                             White
## 46959                                                                             White
## 47030                                                                             White
## 47040                                                                             White
## 47092                                                                             White
## 47115                                                                             White
## 47187                                                                             White
## 47261                                                                             Asian
## 47343                                                                             White
## 47356                                                                             White
## 47445                                                                             White
## 47517 Information not provided by applicant in mail, Internet, or telephone application
## 47556                                                                             White
## 47568                                                                             White
## 47574                                                                             White
## 47584                                                                             White
## 47606                                                                             White
## 47610                                                                             Asian
## 47616                                                                             White
## 47644                                                                             White
## 47646                                                                             White
## 47683 Information not provided by applicant in mail, Internet, or telephone application
## 47706                                                                             White
## 47713                                                                             Asian
## 47718                                                                             White
## 47724                                                                             White
## 47736                                                                             White
## 47742                                                                             White
## 47755                                                                             Asian
## 47756                                                         Black or African American
## 47777                                                                             White
## 47778                                                                             White
## 47784                                                                             Asian
## 47796                                                                             White
## 47805                                                                             White
## 47824                                                                             White
## 47839                                                                             White
## 47844                                                                             White
## 47875                                                                             White
## 47899                                                                             White
## 47929                                                                             Asian
## 47955                                                                             White
## 47975                                                                             White
## 47983                                                                             White
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                                             White
## 48095                                                                             White
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                                             White
## 48204                                                                             White
## 48225                                                                             White
## 48288                                                                             White
## 48295                                                                             White
## 48315 Information not provided by applicant in mail, Internet, or telephone application
## 48316                                                                             White
## 48317                                                                             White
## 48339 Information not provided by applicant in mail, Internet, or telephone application
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                                             White
## 48532                                                                             White
## 48553                                                                             Asian
## 48586                                                                             White
## 48682                                                                             White
## 48743                                                                             White
## 48748                                                                             White
## 48759 Information not provided by applicant in mail, Internet, or telephone application
## 48766                                                         Black or African American
## 48778 Information not provided by applicant in mail, Internet, or telephone application
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                                             Asian
## 48799 Information not provided by applicant in mail, Internet, or telephone application
## 48811                                                                    Not applicable
## 48814 Information not provided by applicant in mail, Internet, or telephone application
## 48834                                                                             Asian
## 48844                                                                             Asian
## 48988                                                                             White
## 49015                                                                             White
## 49045                                                  American Indian or Alaska Native
## 49054 Information not provided by applicant in mail, Internet, or telephone application
## 49055                                                                             White
## 49069                                                                             White
## 49091                                                                             White
## 49146                                                                             White
## 49161                                                                             White
## 49165                                                                             White
## 49177                                                                             White
## 49222                                                                             White
## 49229                                                                             Asian
## 49235                                                                             White
## 49243 Information not provided by applicant in mail, Internet, or telephone application
## 49253                                                                             White
## 49297 Information not provided by applicant in mail, Internet, or telephone application
## 49389                                                                             White
## 49398                                                                             White
## 49416                                                                             Asian
## 49419                                                                             Asian
## 49425                                                                             White
## 49431 Information not provided by applicant in mail, Internet, or telephone application
## 49452                                                                             Asian
## 49469                                                                             White
## 49498                                                                             White
## 49559                                                                             Asian
## 49576                                                                             White
## 49589                                                                             White
## 49594 Information not provided by applicant in mail, Internet, or telephone application
## 49602                                                                             White
## 49685                                                                             White
## 49705                                                                             White
## 49717                                                                             White
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763 Information not provided by applicant in mail, Internet, or telephone application
## 49769                                                                             White
## 49771                                                                             White
## 49779                                                                             White
## 49785                                                                             White
## 49877                                                                             Asian
## 49923                                                                             White
## 49924                                                                             White
## 49926                                                                             White
## 50012                                                                             White
## 50047                                                                             White
## 50055                                                                             White
## 50060                                                                             White
## 50062                                                                             White
## 50079                                                                             White
## 50092                                                                             White
## 50098                                                                             White
## 50105                                                                             White
## 50124                                                                             Asian
## 50130                                                                             White
## 50142                                                                             Asian
## 50145                                                                             White
## 50148                                                                             Asian
## 50158                                                                             White
## 50160                                                                             White
## 50166                                                                             White
## 50172                                                                             Asian
## 50200                                                                             White
## 50220                                                                             Asian
## 50224                                                                             White
## 50227                                                                             White
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                                             White
## 50352                                                                             White
## 50358                                                                             White
## 50364                                                                             White
## 50371                                                                             Asian
## 50376                                                                             White
## 50377                                                                             Asian
## 50382                                                                             White
## 50385                                                                             White
## 50394                                                                             White
## 50400                                                                             White
## 50412                                                                             White
## 50424                                                                             Asian
## 50443                                                                    Not applicable
## 50454                                                                             White
## 50469                                                                             White
## 50472                                                                             White
## 50481                                                                             White
## 50484                                                                             Asian
## 50490                                                                             White
## 50495                                                                             White
## 50502                                                                             White
## 50526                                                                             White
## 50538                                                                             White
## 50556                                                                             White
## 50573                                                                             Asian
## 50574                                                                             White
## 50580                                                                             White
## 50586                                                                             White
## 50598                                                                             White
## 50604                                                                             White
## 50610                                                                             White
## 50622                                                                             White
## 50633                                                                             White
## 50634                                                                             White
## 50646                                                                             White
## 50658                                                                             White
## 50659                                                                             Asian
## 50668                                                                             White
## 50682                                                                             White
## 50736                                                                             White
## 50743                                                                             Asian
## 50748                                                                             White
## 50760                                                                             White
## 50772                                                                             White
## 50808                                                                             White
## 50815                                                                             White
## 50862                                                                             White
##                                                                 applicant_race_name_1.1
## 1     Information not provided by applicant in mail, Internet, or telephone application
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9     Information not provided by applicant in mail, Internet, or telephone application
## 37    Information not provided by applicant in mail, Internet, or telephone application
## 51                                                                                White
## 87                                                                                White
## 112                                                                               Asian
## 154                                                                               White
## 171                                                                               White
## 177   Information not provided by applicant in mail, Internet, or telephone application
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                                               White
## 250                                                           Black or African American
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                                               White
## 334                                                                               White
## 336                                                                               White
## 361                                                                               White
## 399   Information not provided by applicant in mail, Internet, or telephone application
## 454                                                                               White
## 458                                                                               White
## 472                                                                               White
## 482                                                                               White
## 515   Information not provided by applicant in mail, Internet, or telephone application
## 544                                                                      Not applicable
## 555   Information not provided by applicant in mail, Internet, or telephone application
## 628                                                                               White
## 639                                                                               White
## 652                                                                               White
## 676                                                                               Asian
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693   Information not provided by applicant in mail, Internet, or telephone application
## 697   Information not provided by applicant in mail, Internet, or telephone application
## 711   Information not provided by applicant in mail, Internet, or telephone application
## 712                                                                               White
## 723   Information not provided by applicant in mail, Internet, or telephone application
## 728                                                                               White
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                                               White
## 769   Information not provided by applicant in mail, Internet, or telephone application
## 790                                                                               White
## 795   Information not provided by applicant in mail, Internet, or telephone application
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                                               White
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850   Information not provided by applicant in mail, Internet, or telephone application
## 856                                                                               Asian
## 886                                                                               White
## 888                                                                               White
## 916                                                                               White
## 933                                                                               White
## 952                                                                               Asian
## 976   Information not provided by applicant in mail, Internet, or telephone application
## 988                                                                               White
## 1000  Information not provided by applicant in mail, Internet, or telephone application
## 1004                                                                              White
## 1006                                                                              White
## 1024                                                                              White
## 1051                                                                              Asian
## 1059                                                                              White
## 1084  Information not provided by applicant in mail, Internet, or telephone application
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                                              Asian
## 1131  Information not provided by applicant in mail, Internet, or telephone application
## 1133                                                          Black or African American
## 1168                                                                              Asian
## 1186  Information not provided by applicant in mail, Internet, or telephone application
## 1192  Information not provided by applicant in mail, Internet, or telephone application
## 1204                                                                              White
## 1214                                                                              White
## 1294                                                                              White
## 1306                                                                              Asian
## 1307                                                                              White
## 1311                                                                              Asian
## 1327                                                          Black or African American
## 1353                                                                              White
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                                              Asian
## 1390                                                                              White
## 1395                                                                              White
## 1461                                                                              White
## 1486                                                                              Asian
## 1491  Information not provided by applicant in mail, Internet, or telephone application
## 1498                                                                              White
## 1510  Information not provided by applicant in mail, Internet, or telephone application
## 1533  Information not provided by applicant in mail, Internet, or telephone application
## 1578                                                                              Asian
## 1588  Information not provided by applicant in mail, Internet, or telephone application
## 1594  Information not provided by applicant in mail, Internet, or telephone application
## 1612                                                                              White
## 1623                                                          Black or African American
## 1636                                                                              White
## 1647                                                                              White
## 1660                                                                              Asian
## 1679                                                          Black or African American
## 1702                                                          Black or African American
## 1725                                                                              White
## 1731                                                                              White
## 1737                                                                              White
## 1756                                                                              White
## 1761                                                                              White
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                                              Asian
## 1798                                                                              White
## 1803  Information not provided by applicant in mail, Internet, or telephone application
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                                              White
## 1839  Information not provided by applicant in mail, Internet, or telephone application
## 1892                                                                              Asian
## 1898                                                                              White
## 1906  Information not provided by applicant in mail, Internet, or telephone application
## 1910                                                                              White
## 1916  Information not provided by applicant in mail, Internet, or telephone application
## 1924                                                                              White
## 1936                                                                              White
## 1953                                                                              White
## 1954                                                                              Asian
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                                              White
## 1983                                                                              White
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050  Information not provided by applicant in mail, Internet, or telephone application
## 2055  Information not provided by applicant in mail, Internet, or telephone application
## 2110                                                                              Asian
## 2164  Information not provided by applicant in mail, Internet, or telephone application
## 2187                                                                              White
## 2194                                                                              Asian
## 2218                                                                              White
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                                              White
## 2290                                                                              White
## 2318                                                                              White
## 2332                                                                              White
## 2335                                                          Black or African American
## 2343                                                                              White
## 2349                                                                              White
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                                              Asian
## 2380                                                                              White
## 2386                                                                              White
## 2410  Information not provided by applicant in mail, Internet, or telephone application
## 2440                                                                              White
## 2451                                                                              White
## 2487                                                                              White
## 2491                                                                              Asian
## 2505                                                                              White
## 2516                                                                              White
## 2523  Information not provided by applicant in mail, Internet, or telephone application
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                                              White
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                                              Asian
## 2566                                                                              White
## 2590                                                                              White
## 2625  Information not provided by applicant in mail, Internet, or telephone application
## 2626                                                                              White
## 2643  Information not provided by applicant in mail, Internet, or telephone application
## 2656  Information not provided by applicant in mail, Internet, or telephone application
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                                              White
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747  Information not provided by applicant in mail, Internet, or telephone application
## 2774                                                                              White
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                              White
## 2806                                                                              White
## 2818  Information not provided by applicant in mail, Internet, or telephone application
## 2836                                                                              White
## 2860  Information not provided by applicant in mail, Internet, or telephone application
## 2872                                                                              White
## 2884  Information not provided by applicant in mail, Internet, or telephone application
## 2890                                                                              White
## 2900                                                                              White
## 2902  Information not provided by applicant in mail, Internet, or telephone application
## 2949                                                                              White
## 2951                                                          Black or African American
## 2956                                                                              Asian
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                                              White
## 3053  Information not provided by applicant in mail, Internet, or telephone application
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                                              White
## 3123                                                                              White
## 3166                                                                              Asian
## 3213  Information not provided by applicant in mail, Internet, or telephone application
## 3232                                                                              White
## 3247  Information not provided by applicant in mail, Internet, or telephone application
## 3267                                                                              White
## 3274                                                                              White
## 3280                                                                              Asian
## 3286                                                                              White
## 3292  Information not provided by applicant in mail, Internet, or telephone application
## 3334  Information not provided by applicant in mail, Internet, or telephone application
## 3339                                                                              White
## 3380                                                                              Asian
## 3381  Information not provided by applicant in mail, Internet, or telephone application
## 3387                                                                              White
## 3429  Information not provided by applicant in mail, Internet, or telephone application
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                                              White
## 3470  Information not provided by applicant in mail, Internet, or telephone application
## 3495                                                   American Indian or Alaska Native
## 3520                                                                              White
## 3542  Information not provided by applicant in mail, Internet, or telephone application
## 3544                                                          Black or African American
## 3575                                                          Black or African American
## 3580  Information not provided by applicant in mail, Internet, or telephone application
## 3586                                                                              White
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592  Information not provided by applicant in mail, Internet, or telephone application
## 3615                                                          Black or African American
## 3630                                                                              White
## 3660                                                                              White
## 3664                                                                              White
## 3690                                                                              White
## 3736  Information not provided by applicant in mail, Internet, or telephone application
## 3743                                                          Black or African American
## 3749  Information not provided by applicant in mail, Internet, or telephone application
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                                              White
## 3790                                                                              White
## 3796                                                                              White
## 3797                                                                              White
## 3837  Information not provided by applicant in mail, Internet, or telephone application
## 3862                                                                              White
## 3874                                                                              White
## 3887                                                          Black or African American
## 3899                                                                              White
## 3904  Information not provided by applicant in mail, Internet, or telephone application
## 3921                                                                              Asian
## 3922                                                                              Asian
## 3934  Information not provided by applicant in mail, Internet, or telephone application
## 3975                                                                              White
## 3982                                                                              Asian
## 4018                                                                              White
## 4054  Information not provided by applicant in mail, Internet, or telephone application
## 4072                                                                              Asian
## 4108                                                                              White
## 4126                                                                              White
## 4174  Information not provided by applicant in mail, Internet, or telephone application
## 4178                                                                              White
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                                              White
## 4233                                                                              White
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251  Information not provided by applicant in mail, Internet, or telephone application
## 4253  Information not provided by applicant in mail, Internet, or telephone application
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                                              White
## 4276                                                                              White
## 4283                                                                              White
## 4293                                                                              White
## 4295  Information not provided by applicant in mail, Internet, or telephone application
## 4299                                                                              White
## 4301                                                                              White
## 4305                                                                              White
## 4306                                                                              White
## 4310                                                                              White
## 4319                                                                              White
## 4325                                                                              White
## 4330  Information not provided by applicant in mail, Internet, or telephone application
## 4331                                                                              White
## 4341                                                                              White
## 4345                                                                              White
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                                              White
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371                                                          Black or African American
## 4375                                                          Black or African American
## 4378                                                                              White
## 4388                                                                              White
## 4402                                                                              Asian
## 4408  Information not provided by applicant in mail, Internet, or telephone application
## 4415                                                                              White
## 4433                                                                              White
## 4438                                                                              White
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                                              White
## 4527                                                                              White
## 4528                                                                              White
## 4534  Information not provided by applicant in mail, Internet, or telephone application
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558  Information not provided by applicant in mail, Internet, or telephone application
## 4560                                                                              White
## 4582  Information not provided by applicant in mail, Internet, or telephone application
## 4597                                                          Black or African American
## 4606                                                                              White
## 4621                                                          Black or African American
## 4627                                                          Black or African American
## 4650                                                                              White
## 4662                                                                              White
## 4672                                                                              White
## 4701                                                          Black or African American
## 4737  Information not provided by applicant in mail, Internet, or telephone application
## 4743                                                                              White
## 4756  Information not provided by applicant in mail, Internet, or telephone application
## 4762                                                                              White
## 4771                                                                              Asian
## 4776                                                                              Asian
## 4785  Information not provided by applicant in mail, Internet, or telephone application
## 4791                                                                              Asian
## 4792                                                                              White
## 4811  Information not provided by applicant in mail, Internet, or telephone application
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823  Information not provided by applicant in mail, Internet, or telephone application
## 4848                                                                              White
## 4849                                                                              White
## 4852                                                                              White
## 4859                                                                              White
## 4866                                                                              White
## 4869  Information not provided by applicant in mail, Internet, or telephone application
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                                              Asian
## 4899                                                          Black or African American
## 4912                                                                              White
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                                              White
## 4942                                                                              White
## 4944                                                                              Asian
## 4945  Information not provided by applicant in mail, Internet, or telephone application
## 4946                                                                              White
## 4947  Information not provided by applicant in mail, Internet, or telephone application
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                                              White
## 4978  Information not provided by applicant in mail, Internet, or telephone application
## 4980                                                                              Asian
## 4987  Information not provided by applicant in mail, Internet, or telephone application
## 5008                                                                              White
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042  Information not provided by applicant in mail, Internet, or telephone application
## 5071  Information not provided by applicant in mail, Internet, or telephone application
## 5073  Information not provided by applicant in mail, Internet, or telephone application
## 5080                                                                              Asian
## 5105                                                                              Asian
## 5110                                                                              White
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133  Information not provided by applicant in mail, Internet, or telephone application
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158  Information not provided by applicant in mail, Internet, or telephone application
## 5200  Information not provided by applicant in mail, Internet, or telephone application
## 5202                                                                              White
## 5218                                                                     Not applicable
## 5229                                                                              White
## 5253                                                          Black or African American
## 5260                                                                              White
## 5272                                                                              White
## 5280                                                                              White
## 5302                                                                              White
## 5331  Information not provided by applicant in mail, Internet, or telephone application
## 5335                                                                              White
## 5374                                                                              White
## 5398                                                                              White
## 5403  Information not provided by applicant in mail, Internet, or telephone application
## 5434                                                                              White
## 5439                                                                              Asian
## 5443  Information not provided by applicant in mail, Internet, or telephone application
## 5445                                                                              Asian
## 5451  Information not provided by applicant in mail, Internet, or telephone application
## 5458                                                                              White
## 5463  Information not provided by applicant in mail, Internet, or telephone application
## 5481  Information not provided by applicant in mail, Internet, or telephone application
## 5500                                                                              White
## 5524                                                                              White
## 5529  Information not provided by applicant in mail, Internet, or telephone application
## 5541  Information not provided by applicant in mail, Internet, or telephone application
## 5548                                                                     Not applicable
## 5551                                                                              Asian
## 5560                                                                              White
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578  Information not provided by applicant in mail, Internet, or telephone application
## 5581  Information not provided by applicant in mail, Internet, or telephone application
## 5587                                                                              White
## 5606                                                                              White
## 5620  Information not provided by applicant in mail, Internet, or telephone application
## 5631  Information not provided by applicant in mail, Internet, or telephone application
## 5633                                                                              White
## 5637                                                                              White
## 5644                                                                              Asian
## 5645                                                                              White
## 5659                                                                              White
## 5665                                                                              White
## 5667                                                                              White
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691  Information not provided by applicant in mail, Internet, or telephone application
## 5692  Information not provided by applicant in mail, Internet, or telephone application
## 5697                                                                              White
## 5700                                                                              Asian
## 5710                                                                              White
## 5711                                                                              White
## 5722                                                                              White
## 5727                                                                              White
## 5733  Information not provided by applicant in mail, Internet, or telephone application
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                                              White
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786  Information not provided by applicant in mail, Internet, or telephone application
## 5795                                                                              White
## 5807                                                                              White
## 5810                                                                              White
## 5821                                                                              White
## 5824                                                                              White
## 5860                                                                              White
## 5878                                                                              Asian
## 5956                                                                              White
## 5974                                                                              White
## 5980                                                                              White
## 5986                                                                              White
## 5988                                                                              White
## 5991                                                                              White
## 6004  Information not provided by applicant in mail, Internet, or telephone application
## 6030                                                                              White
## 6042                                                                              Asian
## 6051                                                                              Asian
## 6058                                                                              Asian
## 6070  Information not provided by applicant in mail, Internet, or telephone application
## 6075                                                                              White
## 6083                                                                              White
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088  Information not provided by applicant in mail, Internet, or telephone application
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                                              White
## 6110                                                                              White
## 6142                                                                              White
## 6178                                                                              White
## 6184                                                                              White
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                                              Asian
## 6207                                                                              White
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226  Information not provided by applicant in mail, Internet, or telephone application
## 6237                                                                              White
## 6244                                                                              White
## 6256  Information not provided by applicant in mail, Internet, or telephone application
## 6328                                                                              White
## 6334  Information not provided by applicant in mail, Internet, or telephone application
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355                                                                              White
## 6358                                                                              White
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376  Information not provided by applicant in mail, Internet, or telephone application
## 6379                                                                              White
## 6385                                                                              White
## 6399                                                                              Asian
## 6401                                                                              White
## 6413                                                                              White
## 6421                                                                              White
## 6425                                                                              White
## 6431                                                                              White
## 6438                                                                              White
## 6459                                                                              White
## 6464                                                                              White
## 6467  Information not provided by applicant in mail, Internet, or telephone application
## 6485                                                                              White
## 6492                                                                              White
## 6495  Information not provided by applicant in mail, Internet, or telephone application
## 6503                                                                              White
## 6512                                                                              White
## 6517                                                                              White
## 6525                                                                              White
## 6526                                                                              White
## 6533                                                                              White
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                                              White
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556  Information not provided by applicant in mail, Internet, or telephone application
## 6575                                                                              White
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595                                                                              White
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                                              White
## 6609                                                                              White
## 6615  Information not provided by applicant in mail, Internet, or telephone application
## 6620                                                                              White
## 6628  Information not provided by applicant in mail, Internet, or telephone application
## 6634                                                                              White
## 6641                                                                              White
## 6663  Information not provided by applicant in mail, Internet, or telephone application
## 6689                                                                              White
## 6696                                                                              White
## 6705                                                                              Asian
## 6726                                                                              White
## 6730                                                                              White
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                                              White
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                                              White
## 6805                                                                              White
## 6819                                                                              Asian
## 6826                                                                              White
## 6844  Information not provided by applicant in mail, Internet, or telephone application
## 6862  Information not provided by applicant in mail, Internet, or telephone application
## 6865  Information not provided by applicant in mail, Internet, or telephone application
## 6871  Information not provided by applicant in mail, Internet, or telephone application
## 6886  Information not provided by applicant in mail, Internet, or telephone application
## 6892                                                                              White
## 6906                                                                              White
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                                              White
## 6927                                                                              White
## 6928                                                                              White
## 6943                                                                              White
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                                              White
## 6973                                                                              Asian
## 7012                                                                              White
## 7021                                                                              White
## 7024  Information not provided by applicant in mail, Internet, or telephone application
## 7031                                                                              Asian
## 7033  Information not provided by applicant in mail, Internet, or telephone application
## 7034  Information not provided by applicant in mail, Internet, or telephone application
## 7035                                                                              White
## 7036                                                                              Asian
## 7045  Information not provided by applicant in mail, Internet, or telephone application
## 7066                                                                              White
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                                              White
## 7087                                                                              White
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                                              White
## 7120                                          Native Hawaiian or Other Pacific Islander
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                                              White
## 7168                                                          Black or African American
## 7171                                                                              Asian
## 7175                                                                              White
## 7180                                                                              Asian
## 7183                                                                              White
## 7189                                                                              White
## 7196                                                                              White
## 7197                                                                              White
## 7198                                                                              White
## 7207                                                                              Asian
## 7215  Information not provided by applicant in mail, Internet, or telephone application
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                                              Asian
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233  Information not provided by applicant in mail, Internet, or telephone application
## 7237  Information not provided by applicant in mail, Internet, or telephone application
## 7239                                                          Black or African American
## 7240                                                                              White
## 7251                                                                              White
## 7252  Information not provided by applicant in mail, Internet, or telephone application
## 7255                                                                              White
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                                              Asian
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303  Information not provided by applicant in mail, Internet, or telephone application
## 7306                                                                              White
## 7318                                                                              White
## 7319                                                                              White
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                                              White
## 7381                                                                              Asian
## 7387  Information not provided by applicant in mail, Internet, or telephone application
## 7388                                                                              White
## 7393                                                                              Asian
## 7402                                                                              White
## 7403  Information not provided by applicant in mail, Internet, or telephone application
## 7405                                                                              Asian
## 7411  Information not provided by applicant in mail, Internet, or telephone application
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                                              White
## 7457  Information not provided by applicant in mail, Internet, or telephone application
## 7469                                                                              Asian
## 7498  Information not provided by applicant in mail, Internet, or telephone application
## 7516  Information not provided by applicant in mail, Internet, or telephone application
## 7522                                                                              White
## 7530                                                                              White
## 7531                                                                              White
## 7540                                                                              Asian
## 7541                                                                              Asian
## 7547                                                                              White
## 7568                                                                              White
## 7577                                                                              Asian
## 7578                                                                              White
## 7579                                                                              White
## 7588                                                                              White
## 7591  Information not provided by applicant in mail, Internet, or telephone application
## 7594                                                                              White
## 7601                                                                              Asian
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607  Information not provided by applicant in mail, Internet, or telephone application
## 7612                                                                              Asian
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                                              White
## 7637  Information not provided by applicant in mail, Internet, or telephone application
## 7641                                                                              White
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664  Information not provided by applicant in mail, Internet, or telephone application
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                                              White
## 7677                                                                              White
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                                              White
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                                              White
## 7786                                                                              White
## 7805  Information not provided by applicant in mail, Internet, or telephone application
## 7809                                                                              White
## 7816  Information not provided by applicant in mail, Internet, or telephone application
## 7817                                                                              White
## 7828                                                                              White
## 7829                                                                              White
## 7846                                                                              White
## 7856  Information not provided by applicant in mail, Internet, or telephone application
## 7864                                                                              White
## 7894                                                                              White
## 7909                                                                              White
## 7915  Information not provided by applicant in mail, Internet, or telephone application
## 7940                                                                              Asian
## 7966                                                                              White
## 7991                                                                              White
## 7996                                                                              White
## 8007                                                                              White
## 8015  Information not provided by applicant in mail, Internet, or telephone application
## 8035                                                                              White
## 8038                                                                              White
## 8042                                                                              White
## 8044                                                                              Asian
## 8056                                                                              White
## 8081  Information not provided by applicant in mail, Internet, or telephone application
## 8086                                                                              White
## 8104  Information not provided by applicant in mail, Internet, or telephone application
## 8122                                                                              White
## 8150                                                                              White
## 8152                                                                              Asian
## 8206  Information not provided by applicant in mail, Internet, or telephone application
## 8210                                                                              White
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266  Information not provided by applicant in mail, Internet, or telephone application
## 8267  Information not provided by applicant in mail, Internet, or telephone application
## 8272                                                                              White
## 8282                                                                              White
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                                              White
## 8344                                                                              White
## 8353                                                                              White
## 8359                                                                              White
## 8374                                                                              White
## 8398                                                                              White
## 8401                                                                              White
## 8404                                                                              Asian
## 8439                                                                              White
## 8489                                                                              White
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                                              White
## 8542                                                                              White
## 8545                                                                              White
## 8561                                                                              White
## 8596                                                                              Asian
## 8614  Information not provided by applicant in mail, Internet, or telephone application
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                                              White
## 8669                                                                              White
## 8686                                                                              White
## 8692                                                                              White
## 8697  Information not provided by applicant in mail, Internet, or telephone application
## 8698                                                                              White
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                                              White
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                                              White
## 8783                                                                              White
## 8788                                                                              White
## 8797  Information not provided by applicant in mail, Internet, or telephone application
## 8806                                                                              White
## 8812                                                                              White
## 8818                                                                              White
## 8821  Information not provided by applicant in mail, Internet, or telephone application
## 8896                                                                              White
## 8932                                                                              White
## 9004                                                                              White
## 9022                                                                              White
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                                              White
## 9052                                                                              White
## 9058                                                                              White
## 9082                                                                              White
## 9088                                                                              White
## 9113                                          Native Hawaiian or Other Pacific Islander
## 9119  Information not provided by applicant in mail, Internet, or telephone application
## 9141  Information not provided by applicant in mail, Internet, or telephone application
## 9148  Information not provided by applicant in mail, Internet, or telephone application
## 9149  Information not provided by applicant in mail, Internet, or telephone application
## 9155  Information not provided by applicant in mail, Internet, or telephone application
## 9160                                                                              White
## 9181                                                                              White
## 9184                                                                              White
## 9191  Information not provided by applicant in mail, Internet, or telephone application
## 9196                                                                              White
## 9197  Information not provided by applicant in mail, Internet, or telephone application
## 9199  Information not provided by applicant in mail, Internet, or telephone application
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205  Information not provided by applicant in mail, Internet, or telephone application
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247  Information not provided by applicant in mail, Internet, or telephone application
## 9253                                                                              White
## 9256                                                                              White
## 9271                                                                              White
## 9279  Information not provided by applicant in mail, Internet, or telephone application
## 9280                                                                              White
## 9289                                                                              White
## 9295                                                                              White
## 9317                                                                              White
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                                              White
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359  Information not provided by applicant in mail, Internet, or telephone application
## 9361  Information not provided by applicant in mail, Internet, or telephone application
## 9365  Information not provided by applicant in mail, Internet, or telephone application
## 9371  Information not provided by applicant in mail, Internet, or telephone application
## 9376  Information not provided by applicant in mail, Internet, or telephone application
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                          Black or African American
## 9429                                                                              Asian
## 9436                                                                              White
## 9484                                                                              White
## 9496                                                                              Asian
## 9502                                                                              White
## 9526                                                                              Asian
## 9532                                                                              White
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                                              White
## 9563                                                                              White
## 9574                                                                              White
## 9580                                                                              White
## 9586                                                                              White
## 9625                                                          Black or African American
## 9641  Information not provided by applicant in mail, Internet, or telephone application
## 9646  Information not provided by applicant in mail, Internet, or telephone application
## 9655  Information not provided by applicant in mail, Internet, or telephone application
## 9658                                                                              White
## 9661                                                                              White
## 9688  Information not provided by applicant in mail, Internet, or telephone application
## 9700                                                                              White
## 9701                                                                              White
## 9707                                                                              White
## 9713  Information not provided by applicant in mail, Internet, or telephone application
## 9717                                                                              White
## 9732                                                                              White
## 9754                                                                              White
## 9756                                                                              White
## 9768                                                                              White
## 9773                                                          Black or African American
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                                              White
## 9865                                                                              White
## 9880                                                                              White
## 9882                                                                              White
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                                              White
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913  Information not provided by applicant in mail, Internet, or telephone application
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940  Information not provided by applicant in mail, Internet, or telephone application
## 9955                                                                              Asian
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                                              White
## 9971  Information not provided by applicant in mail, Internet, or telephone application
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024 Information not provided by applicant in mail, Internet, or telephone application
## 10048                                                                             White
## 10054                                                                             White
## 10078                                                                             White
## 10114                                                                             White
## 10123                                                                             White
## 10128                                                                             White
## 10145                                                                             White
## 10152                                                                             White
## 10176                                                                             White
## 10188                                                                             White
## 10193                                                                             White
## 10222                                                                             Asian
## 10234                                                                    Not applicable
## 10253                                                                             White
## 10273                                                                             White
## 10280                                                                             White
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297 Information not provided by applicant in mail, Internet, or telephone application
## 10303                                                                             White
## 10306                                                                             White
## 10312                                                                             White
## 10318                                                                             White
## 10369                                                                             White
## 10379 Information not provided by applicant in mail, Internet, or telephone application
## 10388                                                                             White
## 10390 Information not provided by applicant in mail, Internet, or telephone application
## 10420                                                                             Asian
## 10467                                                                             White
## 10486                                                                             White
## 10515                                                                    Not applicable
## 10531 Information not provided by applicant in mail, Internet, or telephone application
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                                             White
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                                             White
## 10541                                                                             White
## 10551                                                                             White
## 10554                                                                             Asian
## 10566                                                                             White
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                                             White
## 10591                                                                             White
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                                             White
## 10623                                                                             Asian
## 10631                                                                             White
## 10637                                                                             White
## 10641                                                                             White
## 10648                                                                             White
## 10663                                                                             White
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711 Information not provided by applicant in mail, Internet, or telephone application
## 10747 Information not provided by applicant in mail, Internet, or telephone application
## 10759                                                                             White
## 10781                                                                             White
## 10789 Information not provided by applicant in mail, Internet, or telephone application
## 10795 Information not provided by applicant in mail, Internet, or telephone application
## 10804                                                                             White
## 10805 Information not provided by applicant in mail, Internet, or telephone application
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                                             White
## 10852                                                                             White
## 10853                                                         Black or African American
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892 Information not provided by applicant in mail, Internet, or telephone application
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                         Black or African American
## 10919                                                         Black or African American
## 10924 Information not provided by applicant in mail, Internet, or telephone application
## 10939 Information not provided by applicant in mail, Internet, or telephone application
## 10945                                                                             Asian
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023 Information not provided by applicant in mail, Internet, or telephone application
## 11026                                                                             White
## 11044 Information not provided by applicant in mail, Internet, or telephone application
## 11053                                                                             Asian
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                                             White
## 11065                                                                             White
## 11068                                                                             White
## 11071                                                                             White
## 11074                                                                             White
## 11095                                                                             White
## 11098                                                                             White
## 11099                                                                    Not applicable
## 11102                                                                             White
## 11111                                                                             White
## 11119                                                                             White
## 11151                                                                             White
## 11165                                                                             White
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185 Information not provided by applicant in mail, Internet, or telephone application
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215                                                                             Asian
## 11224 Information not provided by applicant in mail, Internet, or telephone application
## 11230                                                         Black or African American
## 11242                                                                             White
## 11253                                                                             White
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                                             White
## 11291                                                                             White
## 11297                                                                             White
## 11302 Information not provided by applicant in mail, Internet, or telephone application
## 11309                                                                             White
## 11318                                                                             White
## 11329                                                                             White
## 11341                                                                             White
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                                             White
## 11372 Information not provided by applicant in mail, Internet, or telephone application
## 11389 Information not provided by applicant in mail, Internet, or telephone application
## 11395                                                                             White
## 11404                                                                             White
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                                             White
## 11415 Information not provided by applicant in mail, Internet, or telephone application
## 11425                                                                             White
## 11452                                                                             White
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                                             White
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                                             White
## 11499 Information not provided by applicant in mail, Internet, or telephone application
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533 Information not provided by applicant in mail, Internet, or telephone application
## 11536 Information not provided by applicant in mail, Internet, or telephone application
## 11551 Information not provided by applicant in mail, Internet, or telephone application
## 11560 Information not provided by applicant in mail, Internet, or telephone application
## 11562                                                                             White
## 11576                                                                             White
## 11581 Information not provided by applicant in mail, Internet, or telephone application
## 11593 Information not provided by applicant in mail, Internet, or telephone application
## 11596                                                                             White
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                         Black or African American
## 11611                                                                             White
## 11620                                                                             White
## 11629                                                                             White
## 11638                                                                             White
## 11650 Information not provided by applicant in mail, Internet, or telephone application
## 11656                                                                             Asian
## 11684                                                         Black or African American
## 11704                                                                             White
## 11708 Information not provided by applicant in mail, Internet, or telephone application
## 11710 Information not provided by applicant in mail, Internet, or telephone application
## 11714                                                                             Asian
## 11725                                                                             White
## 11749                                                                             White
## 11761 Information not provided by applicant in mail, Internet, or telephone application
## 11764                                                                             White
## 11767                                                                             Asian
## 11769                                                                             White
## 11773 Information not provided by applicant in mail, Internet, or telephone application
## 11794                                                                             White
## 11797                                                                             White
## 11802                                                                             White
## 11807                                                                             White
## 11809                                                                             White
## 11810                                                                             White
## 11825                                                                             White
## 11830                                                                             White
## 11839                                                                             White
## 11854                                                                             White
## 11869 Information not provided by applicant in mail, Internet, or telephone application
## 11893                                                                             Asian
## 11927                                                                             White
## 11929                                                                             Asian
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                                             White
## 11950                                                                             White
## 11951                                                                             White
## 11958                                                                             White
## 11983 Information not provided by applicant in mail, Internet, or telephone application
## 12013                                                  American Indian or Alaska Native
## 12014                                                                             White
## 12019                                                                             White
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033 Information not provided by applicant in mail, Internet, or telephone application
## 12035                                                                             White
## 12041                                                                             White
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                                             White
## 12091                                                                             White
## 12092 Information not provided by applicant in mail, Internet, or telephone application
## 12101                                                                             White
## 12113 Information not provided by applicant in mail, Internet, or telephone application
## 12121                                                                             Asian
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                                             White
## 12131                                                                             White
## 12133                                                                             Asian
## 12139                                                                             White
## 12145                                                                             White
## 12168                                                                             White
## 12169 Information not provided by applicant in mail, Internet, or telephone application
## 12187                                                                             White
## 12194 Information not provided by applicant in mail, Internet, or telephone application
## 12199                                                                             White
## 12232                                                                             White
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250                                                                             White
## 12253                                                                             White
## 12271 Information not provided by applicant in mail, Internet, or telephone application
## 12293 Information not provided by applicant in mail, Internet, or telephone application
## 12295 Information not provided by applicant in mail, Internet, or telephone application
## 12301                                                                             Asian
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                                             White
## 12343                                                                             White
## 12347                                                                             White
## 12371                                                                             White
## 12376 Information not provided by applicant in mail, Internet, or telephone application
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                                             Asian
## 12397                                                                             White
## 12406                                                                             White
## 12418                                                                             White
## 12421                                                                             White
## 12424 Information not provided by applicant in mail, Internet, or telephone application
## 12427 Information not provided by applicant in mail, Internet, or telephone application
## 12445 Information not provided by applicant in mail, Internet, or telephone application
## 12447                                                                             White
## 12454                                                                             White
## 12468                                                                             White
## 12469                                                                             Asian
## 12481 Information not provided by applicant in mail, Internet, or telephone application
## 12487                                                                             Asian
## 12493 Information not provided by applicant in mail, Internet, or telephone application
## 12496 Information not provided by applicant in mail, Internet, or telephone application
## 12502                                                                             Asian
## 12507                                                                             White
## 12511 Information not provided by applicant in mail, Internet, or telephone application
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                                             White
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                                             White
## 12538                                                                             Asian
## 12541                                                                             White
## 12547 Information not provided by applicant in mail, Internet, or telephone application
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559                                                                             Asian
## 12565 Information not provided by applicant in mail, Internet, or telephone application
## 12586                                                                             Asian
## 12592                                                                             Asian
## 12600                                                                             White
## 12605 Information not provided by applicant in mail, Internet, or telephone application
## 12607                                                                             White
## 12610 Information not provided by applicant in mail, Internet, or telephone application
## 12613 Information not provided by applicant in mail, Internet, or telephone application
## 12616                                                                             Asian
## 12617                                                                             White
## 12623                                                                             White
## 12638                                                                             White
## 12640                                                                             White
## 12643 Information not provided by applicant in mail, Internet, or telephone application
## 12646 Information not provided by applicant in mail, Internet, or telephone application
## 12677                                                                             White
## 12685                                                                             White
## 12700                                                                             White
## 12703 Information not provided by applicant in mail, Internet, or telephone application
## 12706 Information not provided by applicant in mail, Internet, or telephone application
## 12739                                                                             White
## 12745 Information not provided by applicant in mail, Internet, or telephone application
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                                             White
## 12823                                                                             White
## 12826                                                                             White
## 12833                                                                             White
## 12835 Information not provided by applicant in mail, Internet, or telephone application
## 12842                                                                             White
## 12847                                                                             White
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                                             White
## 12882                                                                             White
## 12886                                                                             White
## 12892 Information not provided by applicant in mail, Internet, or telephone application
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                                             Asian
## 12940                                                                             White
## 12946                                                                             Asian
## 12958 Information not provided by applicant in mail, Internet, or telephone application
## 12981                                                                             White
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                                             White
## 13020                                                                             White
## 13039                                                                             White
## 13048                                                                             Asian
## 13073                                                                             White
## 13075                                                                             White
## 13078                                                                             White
## 13081                                                                             Asian
## 13087 Information not provided by applicant in mail, Internet, or telephone application
## 13093 Information not provided by applicant in mail, Internet, or telephone application
## 13114                                                                             White
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                                             White
## 13141 Information not provided by applicant in mail, Internet, or telephone application
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                                             White
## 13155                                                                             White
## 13171                                                                             White
## 13180                                                                             White
## 13189                                                                             Asian
## 13192                                                                             White
## 13198                                                                    Not applicable
## 13207 Information not provided by applicant in mail, Internet, or telephone application
## 13209                                                                             White
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                                             Asian
## 13228                                                                             Asian
## 13231                                                                             Asian
## 13246 Information not provided by applicant in mail, Internet, or telephone application
## 13249                                                                             White
## 13273                                                                             White
## 13285                                                                             White
## 13289                                                                             White
## 13315 Information not provided by applicant in mail, Internet, or telephone application
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                                             White
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                                             White
## 13393                                                                             White
## 13406                                                                             White
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                                             White
## 13414                                                                             White
## 13420                                                                             White
## 13421                                                                             White
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                                             White
## 13447                                                                             Asian
## 13453 Information not provided by applicant in mail, Internet, or telephone application
## 13457 Information not provided by applicant in mail, Internet, or telephone application
## 13477                                                                             White
## 13483 Information not provided by applicant in mail, Internet, or telephone application
## 13492                                                                             Asian
## 13495                                                                             White
## 13504                                                                             White
## 13513                                                                             White
## 13522 Information not provided by applicant in mail, Internet, or telephone application
## 13525                                                                             White
## 13540                                                                             White
## 13543                                                                             White
## 13552 Information not provided by applicant in mail, Internet, or telephone application
## 13561 Information not provided by applicant in mail, Internet, or telephone application
## 13570                                                                             White
## 13579                                                                             White
## 13597 Information not provided by applicant in mail, Internet, or telephone application
## 13612 Information not provided by applicant in mail, Internet, or telephone application
## 13621                                                                             White
## 13627 Information not provided by applicant in mail, Internet, or telephone application
## 13630                                                                             White
## 13636 Information not provided by applicant in mail, Internet, or telephone application
## 13646                                                                             White
## 13651 Information not provided by applicant in mail, Internet, or telephone application
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                                             White
## 13669 Information not provided by applicant in mail, Internet, or telephone application
## 13680                                                                             White
## 13708                                                                             White
## 13720                                                                             White
## 13723                                                                             White
## 13727 Information not provided by applicant in mail, Internet, or telephone application
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                                             White
## 13745 Information not provided by applicant in mail, Internet, or telephone application
## 13755                                                                             White
## 13771                                                                             White
## 13789                                                                             Asian
## 13803                                                         Black or African American
## 13832                                                                             White
## 13836                                                                             White
## 13852                                                                             White
## 13861                                                                             White
## 13907                                                                             White
## 13913                                                                             White
## 13915                                                                             White
## 13936                                                                             White
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                                             White
## 13975 Information not provided by applicant in mail, Internet, or telephone application
## 13984 Information not provided by applicant in mail, Internet, or telephone application
## 13993 Information not provided by applicant in mail, Internet, or telephone application
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011 Information not provided by applicant in mail, Internet, or telephone application
## 14053 Information not provided by applicant in mail, Internet, or telephone application
## 14065                                                                             White
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                         Native Hawaiian or Other Pacific Islander
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107 Information not provided by applicant in mail, Internet, or telephone application
## 14113                                                                             White
## 14114                                                                             Asian
## 14131                                                         Black or African American
## 14152                                                                             Asian
## 14155                                                                             White
## 14161 Information not provided by applicant in mail, Internet, or telephone application
## 14194                                                                             White
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203 Information not provided by applicant in mail, Internet, or telephone application
## 14221 Information not provided by applicant in mail, Internet, or telephone application
## 14224 Information not provided by applicant in mail, Internet, or telephone application
## 14236                                                                             White
## 14239                                                                             White
## 14243                                                                             White
## 14245                                                                             White
## 14248                                                                             White
## 14257                                                                             Asian
## 14259                                                                             White
## 14278 Information not provided by applicant in mail, Internet, or telephone application
## 14290                                                                             White
## 14293 Information not provided by applicant in mail, Internet, or telephone application
## 14298                                                                             Asian
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                                             White
## 14323                                                                             White
## 14335 Information not provided by applicant in mail, Internet, or telephone application
## 14338                                                                             White
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                                             White
## 14362                                                                             White
## 14367                                                                             Asian
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380 Information not provided by applicant in mail, Internet, or telephone application
## 14389 Information not provided by applicant in mail, Internet, or telephone application
## 14392                                                                             Asian
## 14398                                                                             White
## 14401 Information not provided by applicant in mail, Internet, or telephone application
## 14404                                                                             White
## 14411                                                                             Asian
## 14414 Information not provided by applicant in mail, Internet, or telephone application
## 14419 Information not provided by applicant in mail, Internet, or telephone application
## 14425 Information not provided by applicant in mail, Internet, or telephone application
## 14434                                                                             White
## 14437                                                                             White
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449 Information not provided by applicant in mail, Internet, or telephone application
## 14455 Information not provided by applicant in mail, Internet, or telephone application
## 14464                                                                             White
## 14471                                                                             White
## 14473                                                                             White
## 14491                                                                             White
## 14533 Information not provided by applicant in mail, Internet, or telephone application
## 14536                                                                             White
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555 Information not provided by applicant in mail, Internet, or telephone application
## 14568                                                                             White
## 14591                                                                    Not applicable
## 14601                                                                             White
## 14617 Information not provided by applicant in mail, Internet, or telephone application
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                                             White
## 14660 Information not provided by applicant in mail, Internet, or telephone application
## 14664                                                                             White
## 14668 Information not provided by applicant in mail, Internet, or telephone application
## 14690                                                                             White
## 14692                                                                             Asian
## 14695                                                                             White
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713 Information not provided by applicant in mail, Internet, or telephone application
## 14725                                                                             White
## 14731                                                                             White
## 14743                                                         Black or African American
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                                             White
## 14767                                                                             White
## 14794                                                                             Asian
## 14806                                                                             White
## 14815                                                                             White
## 14816                                                                             White
## 14825                                                                             Asian
## 14833                                                                             White
## 14896 Information not provided by applicant in mail, Internet, or telephone application
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                                             Asian
## 14932                                                                             White
## 14956                                                                             White
## 14974 Information not provided by applicant in mail, Internet, or telephone application
## 14983                                                                             Asian
## 14992                                                                             White
## 14995                                                                             Asian
## 15012                                                                             White
## 15038                                                                             Asian
## 15043 Information not provided by applicant in mail, Internet, or telephone application
## 15082                                                                             White
## 15103 Information not provided by applicant in mail, Internet, or telephone application
## 15112                                                                             White
## 15127                                                                             White
## 15154                                                                             Asian
## 15175                                                                             White
## 15177                                                                             White
## 15191                                                                             White
## 15211                                                         Black or African American
## 15229                                                                             White
## 15232                                                                             White
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244 Information not provided by applicant in mail, Internet, or telephone application
## 15253                                                                             White
## 15262                                                                             White
## 15265                                                                             White
## 15286                                                                             White
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                                             White
## 15315 Information not provided by applicant in mail, Internet, or telephone application
## 15317                                                                             Asian
## 15319                                                                             White
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                                             White
## 15334 Information not provided by applicant in mail, Internet, or telephone application
## 15339                                                                             White
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                                             White
## 15367                                                         Black or African American
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                                             White
## 15403                                                                             White
## 15410                                                                             White
## 15441                                                                             Asian
## 15446 Information not provided by applicant in mail, Internet, or telephone application
## 15508                                                                             White
## 15520 Information not provided by applicant in mail, Internet, or telephone application
## 15532                                                                             White
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                                             White
## 15556                                                                             White
## 15565                                                                             White
## 15573                                                                             White
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                                             White
## 15600                                                                             White
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617 Information not provided by applicant in mail, Internet, or telephone application
## 15628                                                                             White
## 15631                                                                             White
## 15641                                                                             White
## 15646                                                                             Asian
## 15661 Information not provided by applicant in mail, Internet, or telephone application
## 15667                                                                             White
## 15680                                                                             White
## 15699                                                                             White
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                                             White
## 15730                                                                             Asian
## 15735 Information not provided by applicant in mail, Internet, or telephone application
## 15736                                                                             Asian
## 15751 Information not provided by applicant in mail, Internet, or telephone application
## 15753 Information not provided by applicant in mail, Internet, or telephone application
## 15770                                                                    Not applicable
## 15774                                                                             White
## 15775                                                                             White
## 15781                                                                             Asian
## 15784                                                                             White
## 15804                                                                             White
## 15805                                                                             White
## 15809                                                                             White
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                                             White
## 15856                                                                             Asian
## 15863                                                                             White
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                                             White
## 15871 Information not provided by applicant in mail, Internet, or telephone application
## 15877                                                                             White
## 15883                                                                             White
## 15910                                                                             Asian
## 15915 Information not provided by applicant in mail, Internet, or telephone application
## 15983                                                         Black or African American
## 15988                                                                             White
## 15991                                                                             White
## 16000                                                                             Asian
## 16024                                                                             Asian
## 16033 Information not provided by applicant in mail, Internet, or telephone application
## 16039 Information not provided by applicant in mail, Internet, or telephone application
## 16045 Information not provided by applicant in mail, Internet, or telephone application
## 16048                                                                             White
## 16057                                                                             White
## 16060                                                                             Asian
## 16066                                                                             Asian
## 16081                                                                             White
## 16090                                                                             White
## 16100                                                                             White
## 16101                                                                             White
## 16129 Information not provided by applicant in mail, Internet, or telephone application
## 16137                                                                             White
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                                             White
## 16162                                                                             White
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                                             White
## 16176                                                                             White
## 16180                                                                             White
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201 Information not provided by applicant in mail, Internet, or telephone application
## 16203                                                                             White
## 16209 Information not provided by applicant in mail, Internet, or telephone application
## 16222                                                                             White
## 16228                                                                             Asian
## 16243                                                                             White
## 16248                                                                             White
## 16256 Information not provided by applicant in mail, Internet, or telephone application
## 16261                                                                             White
## 16267 Information not provided by applicant in mail, Internet, or telephone application
## 16273                                                                             White
## 16281                                                                             White
## 16285                                                                             White
## 16287 Information not provided by applicant in mail, Internet, or telephone application
## 16293                                                                             White
## 16294                                                                             White
## 16309 Information not provided by applicant in mail, Internet, or telephone application
## 16312                                                                             White
## 16321                                                                             White
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                                             White
## 16362                                                                             White
## 16365                                                                             White
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405 Information not provided by applicant in mail, Internet, or telephone application
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414 Information not provided by applicant in mail, Internet, or telephone application
## 16423 Information not provided by applicant in mail, Internet, or telephone application
## 16437                                                                             White
## 16459                                                                             White
## 16462                                                                             Asian
## 16468                                                                             Asian
## 16519                                                                             White
## 16525 Information not provided by applicant in mail, Internet, or telephone application
## 16531 Information not provided by applicant in mail, Internet, or telephone application
## 16549                                                                             White
## 16555                                                                             Asian
## 16556                                                                             White
## 16573                                                                    Not applicable
## 16576                                                                             White
## 16582                                                                             White
## 16597                                                                             White
## 16601                                                                             White
## 16611                                                                             Asian
## 16624                                                                             White
## 16631                                                                             White
## 16635 Information not provided by applicant in mail, Internet, or telephone application
## 16643                                                                             White
## 16648                                                                             Asian
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684 Information not provided by applicant in mail, Internet, or telephone application
## 16695                                                                             White
## 16702 Information not provided by applicant in mail, Internet, or telephone application
## 16705                                                                             White
## 16710                                                                             Asian
## 16711 Information not provided by applicant in mail, Internet, or telephone application
## 16715                                                                             White
## 16720                                                                             White
## 16722                                                                             Asian
## 16732                                                                             White
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                                             White
## 16755                                                                             Asian
## 16756                                                                             White
## 16758                                                                             White
## 16759                                                                             White
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                                             Asian
## 16791 Information not provided by applicant in mail, Internet, or telephone application
## 16800                                                                             White
## 16810                                                                             Asian
## 16827 Information not provided by applicant in mail, Internet, or telephone application
## 16843                                                                             White
## 16847                                                                             White
## 16861 Information not provided by applicant in mail, Internet, or telephone application
## 16869 Information not provided by applicant in mail, Internet, or telephone application
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                                             White
## 16879                                                                             Asian
## 16889 Information not provided by applicant in mail, Internet, or telephone application
## 16891 Information not provided by applicant in mail, Internet, or telephone application
## 16894                                                                             White
## 16903 Information not provided by applicant in mail, Internet, or telephone application
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                                             White
## 16933                                                                             White
## 16951 Information not provided by applicant in mail, Internet, or telephone application
## 16955 Information not provided by applicant in mail, Internet, or telephone application
## 16989                                                                             Asian
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                                             White
## 17044 Information not provided by applicant in mail, Internet, or telephone application
## 17045                                                                             White
## 17059                                                                             White
## 17071 Information not provided by applicant in mail, Internet, or telephone application
## 17074                                                                             White
## 17080 Information not provided by applicant in mail, Internet, or telephone application
## 17086 Information not provided by applicant in mail, Internet, or telephone application
## 17088                                                                             Asian
## 17094                                                                             White
## 17102                                                                             White
## 17113                                                                             White
## 17116                                                                             White
## 17117 Information not provided by applicant in mail, Internet, or telephone application
## 17130                                                                             White
## 17133                                                                             White
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                                             White
## 17149                                                                             Asian
## 17151                                                                             Asian
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                                             White
## 17166                                                                             White
## 17167                                                                             White
## 17179 Information not provided by applicant in mail, Internet, or telephone application
## 17183                                                                             White
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                                             White
## 17197 Information not provided by applicant in mail, Internet, or telephone application
## 17206                                                                             White
## 17212                                                                             Asian
## 17215                                                                             White
## 17221                                                         Black or African American
## 17233 Information not provided by applicant in mail, Internet, or telephone application
## 17238                                                                             Asian
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                                             White
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263 Information not provided by applicant in mail, Internet, or telephone application
## 17272                                                                             White
## 17278                                                                             White
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                         Black or African American
## 17317                                                                             White
## 17320 Information not provided by applicant in mail, Internet, or telephone application
## 17322                                                                             White
## 17335                                                         Black or African American
## 17368                                                                             Asian
## 17388                                                                             White
## 17392 Information not provided by applicant in mail, Internet, or telephone application
## 17424                                                         Black or African American
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                                             White
## 17440                                                                             White
## 17465 Information not provided by applicant in mail, Internet, or telephone application
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497 Information not provided by applicant in mail, Internet, or telephone application
## 17514                                                                             White
## 17531                                                                             White
## 17532                                                                             White
## 17536                                                                             White
## 17539                                                                             Asian
## 17541 Information not provided by applicant in mail, Internet, or telephone application
## 17545 Information not provided by applicant in mail, Internet, or telephone application
## 17557 Information not provided by applicant in mail, Internet, or telephone application
## 17560                                                                             White
## 17562                                                                             White
## 17578                                                                             White
## 17584                                                                             White
## 17587 Information not provided by applicant in mail, Internet, or telephone application
## 17591                                                                             Asian
## 17592                                                                             White
## 17594 Information not provided by applicant in mail, Internet, or telephone application
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                                             White
## 17630                                                         Black or African American
## 17635 Information not provided by applicant in mail, Internet, or telephone application
## 17643                                                                             White
## 17644 Information not provided by applicant in mail, Internet, or telephone application
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647 Information not provided by applicant in mail, Internet, or telephone application
## 17650 Information not provided by applicant in mail, Internet, or telephone application
## 17656 Information not provided by applicant in mail, Internet, or telephone application
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665 Information not provided by applicant in mail, Internet, or telephone application
## 17674                                                                             White
## 17675                                                                             White
## 17683                                                                             White
## 17689                                                  American Indian or Alaska Native
## 17698                                                                             White
## 17701                                                                             White
## 17707                                                                             White
## 17713 Information not provided by applicant in mail, Internet, or telephone application
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                                             White
## 17746                                                                             White
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765                                                                             White
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                                             White
## 17800                                                                             White
## 17804                                                                             White
## 17807 Information not provided by applicant in mail, Internet, or telephone application
## 17819 Information not provided by applicant in mail, Internet, or telephone application
## 17830                                                                             White
## 17833 Information not provided by applicant in mail, Internet, or telephone application
## 17836                                                                             White
## 17837                                                                             White
## 17849                                                                             White
## 17851 Information not provided by applicant in mail, Internet, or telephone application
## 17855 Information not provided by applicant in mail, Internet, or telephone application
## 17859                                                                             Asian
## 17863                                                                             White
## 17869                                                                             Asian
## 17872 Information not provided by applicant in mail, Internet, or telephone application
## 17877 Information not provided by applicant in mail, Internet, or telephone application
## 17890                                                                             White
## 17893                                                                             White
## 17911                                                                             White
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                                             White
## 17932                                                                             White
## 17939                                                         Black or African American
## 17983 Information not provided by applicant in mail, Internet, or telephone application
## 17986                                                                             White
## 18016                                                                             White
## 18034 Information not provided by applicant in mail, Internet, or telephone application
## 18045 Information not provided by applicant in mail, Internet, or telephone application
## 18057 Information not provided by applicant in mail, Internet, or telephone application
## 18082                                                                             White
## 18085 Information not provided by applicant in mail, Internet, or telephone application
## 18091 Information not provided by applicant in mail, Internet, or telephone application
## 18095                                                                             Asian
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108 Information not provided by applicant in mail, Internet, or telephone application
## 18113                                                                             White
## 18115                                                                             White
## 18124                                                                             Asian
## 18130 Information not provided by applicant in mail, Internet, or telephone application
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142 Information not provided by applicant in mail, Internet, or telephone application
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                                             White
## 18165 Information not provided by applicant in mail, Internet, or telephone application
## 18175 Information not provided by applicant in mail, Internet, or telephone application
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178                                                                             White
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                                             Asian
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                                             White
## 18208                                                                             White
## 18209 Information not provided by applicant in mail, Internet, or telephone application
## 18211                                                                             White
## 18227                                                                             White
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265 Information not provided by applicant in mail, Internet, or telephone application
## 18271                                                                             White
## 18277 Information not provided by applicant in mail, Internet, or telephone application
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                                             White
## 18305                                                                             White
## 18325                                                                             White
## 18331 Information not provided by applicant in mail, Internet, or telephone application
## 18334                                                                             Asian
## 18345                                                         Black or African American
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                                             Asian
## 18371                                                                             White
## 18373                                                                             White
## 18379 Information not provided by applicant in mail, Internet, or telephone application
## 18381                                                                             White
## 18385                                                                             White
## 18389                                                         Black or African American
## 18412                                                                             White
## 18442                                                                             White
## 18447                                                                             White
## 18470                                                                             White
## 18478                                                                             White
## 18495                                                                             White
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                                             White
## 18516 Information not provided by applicant in mail, Internet, or telephone application
## 18517                                                                             White
## 18521                                                                             White
## 18538                                                                             White
## 18539 Information not provided by applicant in mail, Internet, or telephone application
## 18541 Information not provided by applicant in mail, Internet, or telephone application
## 18549                                                                             White
## 18550                                                                             White
## 18555                                                                             White
## 18579                                                                             White
## 18585                                                                             White
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595                                                                             White
## 18603 Information not provided by applicant in mail, Internet, or telephone application
## 18615 Information not provided by applicant in mail, Internet, or telephone application
## 18623                                                                             White
## 18626                                                                             White
## 18627                                                                             White
## 18647                                                                             White
## 18652                                                                             White
## 18658 Information not provided by applicant in mail, Internet, or telephone application
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673                                                                             White
## 18682                                                                             White
## 18688                                                                             White
## 18703                                                                             White
## 18712 Information not provided by applicant in mail, Internet, or telephone application
## 18717                                                  American Indian or Alaska Native
## 18718                                                                             White
## 18724                                                                             White
## 18753 Information not provided by applicant in mail, Internet, or telephone application
## 18759                                                                             White
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                                             White
## 18787                                                                             White
## 18793 Information not provided by applicant in mail, Internet, or telephone application
## 18795 Information not provided by applicant in mail, Internet, or telephone application
## 18811                                                                             White
## 18820                                                                             White
## 18838                                                                             Asian
## 18844                                                                             Asian
## 18850 Information not provided by applicant in mail, Internet, or telephone application
## 18865 Information not provided by applicant in mail, Internet, or telephone application
## 18878                                                                    Not applicable
## 18898                                                                             White
## 18909                                                                             White
## 18915                                                                             White
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991 Information not provided by applicant in mail, Internet, or telephone application
## 18992 Information not provided by applicant in mail, Internet, or telephone application
## 18993 Information not provided by applicant in mail, Internet, or telephone application
## 18999 Information not provided by applicant in mail, Internet, or telephone application
## 19000                                                                             White
## 19006                                                                    Not applicable
## 19024 Information not provided by applicant in mail, Internet, or telephone application
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037 Information not provided by applicant in mail, Internet, or telephone application
## 19053                                                                             White
## 19060                                                                             White
## 19061                                                                             Asian
## 19069 Information not provided by applicant in mail, Internet, or telephone application
## 19073                                                                             White
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091                                                                             Asian
## 19096                                                                             White
## 19105 Information not provided by applicant in mail, Internet, or telephone application
## 19120                                                                             White
## 19123 Information not provided by applicant in mail, Internet, or telephone application
## 19129 Information not provided by applicant in mail, Internet, or telephone application
## 19141                                                                             White
## 19142                                                                             White
## 19168                                                                             Asian
## 19177                                                                             White
## 19198                                                                             White
## 19204                                                                             White
## 19219                                                                             White
## 19225 Information not provided by applicant in mail, Internet, or telephone application
## 19228                                                                             Asian
## 19249                                                                             White
## 19263                                                                    Not applicable
## 19267 Information not provided by applicant in mail, Internet, or telephone application
## 19269                                                                             White
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                                             White
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                                             White
## 19334                                                                             White
## 19348                                                                             White
## 19367                                                                             Asian
## 19369                                                                             White
## 19384                                                         Black or African American
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                                             Asian
## 19405                                                                             White
## 19411 Information not provided by applicant in mail, Internet, or telephone application
## 19414                                                                             White
## 19423                                                                             White
## 19437                                                                             White
## 19438 Information not provided by applicant in mail, Internet, or telephone application
## 19441                                                                             White
## 19447                                                                             White
## 19451 Information not provided by applicant in mail, Internet, or telephone application
## 19454                                                                             White
## 19486 Information not provided by applicant in mail, Internet, or telephone application
## 19489                                                                             Asian
## 19516                                                                             White
## 19519                                                                             White
## 19546 Information not provided by applicant in mail, Internet, or telephone application
## 19587 Information not provided by applicant in mail, Internet, or telephone application
## 19602 Information not provided by applicant in mail, Internet, or telephone application
## 19603                                                                             White
## 19611                                                                             White
## 19629                                                                             White
## 19655                                                                             White
## 19657                                                                             White
## 19675 Information not provided by applicant in mail, Internet, or telephone application
## 19682                                                                             Asian
## 19691 Information not provided by applicant in mail, Internet, or telephone application
## 19701                                                                             White
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                                             White
## 19720                                                                             White
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                                             White
## 19735                                                                             White
## 19753                                                         Black or African American
## 19754                                                                             White
## 19756                                                                             White
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762 Information not provided by applicant in mail, Internet, or telephone application
## 19763                                                                             White
## 19765                                                                             White
## 19786                                                                             White
## 19789 Information not provided by applicant in mail, Internet, or telephone application
## 19801                                                                             White
## 19807                                                                             White
## 19811                                                                             White
## 19816                                                                             White
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819 Information not provided by applicant in mail, Internet, or telephone application
## 19823 Information not provided by applicant in mail, Internet, or telephone application
## 19835                                                                             Asian
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855 Information not provided by applicant in mail, Internet, or telephone application
## 19859 Information not provided by applicant in mail, Internet, or telephone application
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                                             White
## 19895                                                                             White
## 19899 Information not provided by applicant in mail, Internet, or telephone application
## 19901 Information not provided by applicant in mail, Internet, or telephone application
## 19909 Information not provided by applicant in mail, Internet, or telephone application
## 19925 Information not provided by applicant in mail, Internet, or telephone application
## 19939                                                         Black or African American
## 19940                                                         Black or African American
## 19945 Information not provided by applicant in mail, Internet, or telephone application
## 19981                                                         Black or African American
## 19999                                                                             White
## 20027 Information not provided by applicant in mail, Internet, or telephone application
## 20032 Information not provided by applicant in mail, Internet, or telephone application
## 20035                                                                             White
## 20044 Information not provided by applicant in mail, Internet, or telephone application
## 20060                                                                             White
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063 Information not provided by applicant in mail, Internet, or telephone application
## 20072 Information not provided by applicant in mail, Internet, or telephone application
## 20080                                                                             White
## 20081 Information not provided by applicant in mail, Internet, or telephone application
## 20104                                                                             White
## 20116                                                                             White
## 20136                                                                             Asian
## 20166                                                                             White
## 20167 Information not provided by applicant in mail, Internet, or telephone application
## 20175                                                         Black or African American
## 20181                                                                             White
## 20184                                                                             White
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                                             Asian
## 20198                                                                             White
## 20203 Information not provided by applicant in mail, Internet, or telephone application
## 20206                                                                             White
## 20218                                                                             White
## 20227 Information not provided by applicant in mail, Internet, or telephone application
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                                             White
## 20236                                                                             White
## 20237 Information not provided by applicant in mail, Internet, or telephone application
## 20250                                                                             White
## 20299                                                                             White
## 20301                                                                             White
## 20302 Information not provided by applicant in mail, Internet, or telephone application
## 20308                                                                             White
## 20326                                                         Black or African American
## 20332                                                                             Asian
## 20339 Information not provided by applicant in mail, Internet, or telephone application
## 20341                                                                             White
## 20367 Information not provided by applicant in mail, Internet, or telephone application
## 20393                                                                             White
## 20395                                                                             Asian
## 20398                                                         Black or African American
## 20399                                                                             White
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409                                                                             White
## 20410                                                                             White
## 20416 Information not provided by applicant in mail, Internet, or telephone application
## 20418                                                                             White
## 20428                                                                             White
## 20433                                                                             White
## 20439 Information not provided by applicant in mail, Internet, or telephone application
## 20449                                                                             White
## 20459 Information not provided by applicant in mail, Internet, or telephone application
## 20469                                                                             White
## 20488                                                                             White
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511 Information not provided by applicant in mail, Internet, or telephone application
## 20516 Information not provided by applicant in mail, Internet, or telephone application
## 20517 Information not provided by applicant in mail, Internet, or telephone application
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                                             White
## 20524                                                                             White
## 20545                                                                             White
## 20560                                                                             White
## 20561 Information not provided by applicant in mail, Internet, or telephone application
## 20579                                                         Black or African American
## 20592                                                                             White
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                                             White
## 20621 Information not provided by applicant in mail, Internet, or telephone application
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                                             White
## 20653 Information not provided by applicant in mail, Internet, or telephone application
## 20685                                                                             White
## 20686 Information not provided by applicant in mail, Internet, or telephone application
## 20701                                                                             White
## 20703                                                         Black or African American
## 20716                                                                             Asian
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                                             White
## 20740                                                                             White
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                                             White
## 20795                                                                             White
## 20812                                                                             White
## 20815                                                                             White
## 20824                                                                             White
## 20836                                                                             White
## 20841 Information not provided by applicant in mail, Internet, or telephone application
## 20845 Information not provided by applicant in mail, Internet, or telephone application
## 20849                                                                             White
## 20853                                                                             White
## 20872 Information not provided by applicant in mail, Internet, or telephone application
## 20886                                                                             White
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                                             White
## 20920                                                         Black or African American
## 20926                                                                             Asian
## 20944 Information not provided by applicant in mail, Internet, or telephone application
## 20962                                                                             White
## 20968                                                                             White
## 20980                                                                    Not applicable
## 20992                                                                             White
## 21003                                                                             White
## 21013 Information not provided by applicant in mail, Internet, or telephone application
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                         Black or African American
## 21046 Information not provided by applicant in mail, Internet, or telephone application
## 21049                                                                             Asian
## 21056                                                                             White
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                                             White
## 21115                                                                             White
## 21117                                                                             White
## 21127                                                                             White
## 21141 Information not provided by applicant in mail, Internet, or telephone application
## 21148                                                                             White
## 21153                                                                             White
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                                             White
## 21172                                                                             White
## 21173                                                                             White
## 21178                                                                             White
## 21185                                                                             White
## 21202 Information not provided by applicant in mail, Internet, or telephone application
## 21208                                                                             White
## 21217 Information not provided by applicant in mail, Internet, or telephone application
## 21219                                                                             White
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                                             Asian
## 21255                                                                             White
## 21256                                                                             White
## 21261                                                                             White
## 21269                                                                             White
## 21271                                                         Black or African American
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                                             White
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295                                                                             White
## 21305                                                                             Asian
## 21319                                                                             White
## 21327                                                                             White
## 21328                                                                             White
## 21346                                                                             Asian
## 21364                                                                             White
## 21377 Information not provided by applicant in mail, Internet, or telephone application
## 21391                                                                             White
## 21415                                                                             White
## 21429                                                                             Asian
## 21439                                                                             White
## 21445                                                                             White
## 21457                                                                             White
## 21487                                                                             Asian
## 21505 Information not provided by applicant in mail, Internet, or telephone application
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                                             White
## 21532                                                                             White
## 21533                                                                             White
## 21538                                                                             Asian
## 21545                                                                             White
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563 Information not provided by applicant in mail, Internet, or telephone application
## 21571                                                                             White
## 21574                                                                             White
## 21575 Information not provided by applicant in mail, Internet, or telephone application
## 21587 Information not provided by applicant in mail, Internet, or telephone application
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                                             White
## 21597 Information not provided by applicant in mail, Internet, or telephone application
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                                             White
## 21622                                                                             White
## 21635 Information not provided by applicant in mail, Internet, or telephone application
## 21638 Information not provided by applicant in mail, Internet, or telephone application
## 21643                                                                             White
## 21664                                                                             White
## 21679 Information not provided by applicant in mail, Internet, or telephone application
## 21712 Information not provided by applicant in mail, Internet, or telephone application
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718 Information not provided by applicant in mail, Internet, or telephone application
## 21721                                                                             White
## 21723                                                                             White
## 21725                                                                             White
## 21727 Information not provided by applicant in mail, Internet, or telephone application
## 21733                                                                             White
## 21736 Information not provided by applicant in mail, Internet, or telephone application
## 21739 Information not provided by applicant in mail, Internet, or telephone application
## 21743                                                         Black or African American
## 21745 Information not provided by applicant in mail, Internet, or telephone application
## 21751                                                                             White
## 21760 Information not provided by applicant in mail, Internet, or telephone application
## 21778                                                         Black or African American
## 21787 Information not provided by applicant in mail, Internet, or telephone application
## 21797 Information not provided by applicant in mail, Internet, or telephone application
## 21808                                                                             White
## 21822                                                                             White
## 21839                                                                             White
## 21856                                                                             White
## 21871                                                                             Asian
## 21877                                                                             White
## 21881                                                                             Asian
## 21886                                                                             White
## 21903                                                                             White
## 21905                                                                             Asian
## 21909 Information not provided by applicant in mail, Internet, or telephone application
## 21921 Information not provided by applicant in mail, Internet, or telephone application
## 21931                                                                             White
## 21940                                                                             White
## 21969                                                                             White
## 21975 Information not provided by applicant in mail, Internet, or telephone application
## 21995                                                                             White
## 21996                                                                             White
## 22054                                                                             White
## 22066 Information not provided by applicant in mail, Internet, or telephone application
## 22095                                                                             White
## 22102                                                                             White
## 22105                                                         Black or African American
## 22108                                                                             White
## 22153                                                                             Asian
## 22204                                                                             White
## 22215                                                                             White
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271 Information not provided by applicant in mail, Internet, or telephone application
## 22291                                                                             White
## 22294                                                                             Asian
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                                             White
## 22333                                                                             Asian
## 22336                                                                             White
## 22339 Information not provided by applicant in mail, Internet, or telephone application
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347 Information not provided by applicant in mail, Internet, or telephone application
## 22348 Information not provided by applicant in mail, Internet, or telephone application
## 22355 Information not provided by applicant in mail, Internet, or telephone application
## 22361 Information not provided by applicant in mail, Internet, or telephone application
## 22373                                                                             White
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                                             White
## 22411                                                                             White
## 22413 Information not provided by applicant in mail, Internet, or telephone application
## 22414                                                                             White
## 22427                                                                             White
## 22433 Information not provided by applicant in mail, Internet, or telephone application
## 22435 Information not provided by applicant in mail, Internet, or telephone application
## 22453                                                                             White
## 22455 Information not provided by applicant in mail, Internet, or telephone application
## 22463 Information not provided by applicant in mail, Internet, or telephone application
## 22468                                                                             White
## 22475                                                                             White
## 22492                                                                             White
## 22497                                                                             White
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                                             White
## 22517 Information not provided by applicant in mail, Internet, or telephone application
## 22522                                                                             White
## 22526                                                                             White
## 22528 Information not provided by applicant in mail, Internet, or telephone application
## 22535                                                                             White
## 22537 Information not provided by applicant in mail, Internet, or telephone application
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                                             White
## 22552 Information not provided by applicant in mail, Internet, or telephone application
## 22558                                                                             White
## 22567                                                                             Asian
## 22576                                                                             White
## 22579 Information not provided by applicant in mail, Internet, or telephone application
## 22583 Information not provided by applicant in mail, Internet, or telephone application
## 22589 Information not provided by applicant in mail, Internet, or telephone application
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                                             Asian
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                                             White
## 22624 Information not provided by applicant in mail, Internet, or telephone application
## 22636 Information not provided by applicant in mail, Internet, or telephone application
## 22637                                                                             White
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                                             White
## 22665                                                                             White
## 22666                                                                             White
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                         Black or African American
## 22681 Information not provided by applicant in mail, Internet, or telephone application
## 22684                                                                             White
## 22685                                                                             White
## 22695 Information not provided by applicant in mail, Internet, or telephone application
## 22696                                                                             White
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                                             White
## 22715                                                  American Indian or Alaska Native
## 22717 Information not provided by applicant in mail, Internet, or telephone application
## 22723 Information not provided by applicant in mail, Internet, or telephone application
## 22735 Information not provided by applicant in mail, Internet, or telephone application
## 22738                                                                             White
## 22741                                                                             White
## 22744                                                                             White
## 22745 Information not provided by applicant in mail, Internet, or telephone application
## 22756                                                                             White
## 22762                                                                    Not applicable
## 22763                                                                             White
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                                             White
## 22792                                                                             White
## 22803 Information not provided by applicant in mail, Internet, or telephone application
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                                             White
## 22815                                                  American Indian or Alaska Native
## 22823                                                                             White
## 22834                                                                             White
## 22846                                                                             Asian
## 22852                                                                             White
## 22855                                                                             White
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                                             Asian
## 22981                                                                             Asian
## 22996                                                                             White
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                                             White
## 23029                                                                             White
## 23038 Information not provided by applicant in mail, Internet, or telephone application
## 23039                                                                             White
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066 Information not provided by applicant in mail, Internet, or telephone application
## 23071                                                                    Not applicable
## 23078 Information not provided by applicant in mail, Internet, or telephone application
## 23079 Information not provided by applicant in mail, Internet, or telephone application
## 23089                                                                             White
## 23095 Information not provided by applicant in mail, Internet, or telephone application
## 23104                                                                             White
## 23107                                                                             White
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                                             White
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                                             Asian
## 23151                                                                             White
## 23155                                                                             White
## 23157                                                                             Asian
## 23158                                                                             White
## 23167 Information not provided by applicant in mail, Internet, or telephone application
## 23173                                                                             White
## 23182                                                                             White
## 23224 Information not provided by applicant in mail, Internet, or telephone application
## 23230 Information not provided by applicant in mail, Internet, or telephone application
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                                             White
## 23257 Information not provided by applicant in mail, Internet, or telephone application
## 23265                                                                             Asian
## 23299                                                                             White
## 23302                                                                             White
## 23321                                                                             White
## 23325                                                                             White
## 23329                                                                             Asian
## 23337                                                                             White
## 23356                                                                             White
## 23369 Information not provided by applicant in mail, Internet, or telephone application
## 23387 Information not provided by applicant in mail, Internet, or telephone application
## 23407                                                                             White
## 23416                                                                             White
## 23423 Information not provided by applicant in mail, Internet, or telephone application
## 23432 Information not provided by applicant in mail, Internet, or telephone application
## 23435                                                                             White
## 23446                                                                             White
## 23449                                                                             White
## 23452                                                                             White
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479                                                                             White
## 23480 Information not provided by applicant in mail, Internet, or telephone application
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485 Information not provided by applicant in mail, Internet, or telephone application
## 23507 Information not provided by applicant in mail, Internet, or telephone application
## 23522                                                                             Asian
## 23539 Information not provided by applicant in mail, Internet, or telephone application
## 23545                                                                             Asian
## 23547 Information not provided by applicant in mail, Internet, or telephone application
## 23563                                         Native Hawaiian or Other Pacific Islander
## 23566                                                                             White
## 23573                                                                             Asian
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                                             White
## 23593                                                                             White
## 23596                                                                             Asian
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606 Information not provided by applicant in mail, Internet, or telephone application
## 23607                                                                             Asian
## 23608                                                                             White
## 23619                                                                             White
## 23629 Information not provided by applicant in mail, Internet, or telephone application
## 23631                                                                             White
## 23648                                                  American Indian or Alaska Native
## 23656                                                                             White
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                                             White
## 23671                                                                             White
## 23677                                                                             White
## 23683                                                                             White
## 23689 Information not provided by applicant in mail, Internet, or telephone application
## 23707 Information not provided by applicant in mail, Internet, or telephone application
## 23714                                                                             Asian
## 23741 Information not provided by applicant in mail, Internet, or telephone application
## 23755                                                                             White
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                                             Asian
## 23788                                                                             White
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                         Black or African American
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824 Information not provided by applicant in mail, Internet, or telephone application
## 23836                                                                             White
## 23848                                                                             White
## 23853                                                                             Asian
## 23871 Information not provided by applicant in mail, Internet, or telephone application
## 23883                                                                             White
## 23890                                                         Black or African American
## 23909                                                                             White
## 23914                                                         Black or African American
## 23918                                                  American Indian or Alaska Native
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                                             White
## 23930 Information not provided by applicant in mail, Internet, or telephone application
## 23931                                                                             White
## 23943 Information not provided by applicant in mail, Internet, or telephone application
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                                             White
## 23979                                                                             White
## 23984                                                                             Asian
## 23987 Information not provided by applicant in mail, Internet, or telephone application
## 24004                                                                             Asian
## 24014                                                                             Asian
## 24023 Information not provided by applicant in mail, Internet, or telephone application
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040 Information not provided by applicant in mail, Internet, or telephone application
## 24046                                                                             White
## 24050                                                                             Asian
## 24051                                                                             Asian
## 24081                                                                             Asian
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                                             White
## 24107                                                                             White
## 24122 Information not provided by applicant in mail, Internet, or telephone application
## 24128 Information not provided by applicant in mail, Internet, or telephone application
## 24140 Information not provided by applicant in mail, Internet, or telephone application
## 24145                                                                             White
## 24147                                                                             White
## 24164                                                                             White
## 24165                                                                             Asian
## 24172                                                                             White
## 24182                                                                             White
## 24185                                                                             White
## 24210                                                                             White
## 24213 Information not provided by applicant in mail, Internet, or telephone application
## 24217 Information not provided by applicant in mail, Internet, or telephone application
## 24223                                                                             Asian
## 24225                                                                             White
## 24232                                                                             White
## 24233                                                                             White
## 24236                                                                             White
## 24245                                                                             White
## 24248                                                                             White
## 24254                                                                             White
## 24272 Information not provided by applicant in mail, Internet, or telephone application
## 24280                                                                             White
## 24284 Information not provided by applicant in mail, Internet, or telephone application
## 24290                                                                             White
## 24292                                                                             Asian
## 24310                                                                             White
## 24311                                                                             White
## 24313 Information not provided by applicant in mail, Internet, or telephone application
## 24314                                                                             White
## 24325                                                                             White
## 24334 Information not provided by applicant in mail, Internet, or telephone application
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350 Information not provided by applicant in mail, Internet, or telephone application
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                                             White
## 24371                                                                             Asian
## 24377                                                                             White
## 24389                                                                             White
## 24395 Information not provided by applicant in mail, Internet, or telephone application
## 24410 Information not provided by applicant in mail, Internet, or telephone application
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425 Information not provided by applicant in mail, Internet, or telephone application
## 24449                                                                             Asian
## 24454 Information not provided by applicant in mail, Internet, or telephone application
## 24464                                                                             White
## 24466                                                                             White
## 24472                                                                             White
## 24473 Information not provided by applicant in mail, Internet, or telephone application
## 24488                                                  American Indian or Alaska Native
## 24490                                                                             White
## 24506                                                                             White
## 24524                                                                             Asian
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554 Information not provided by applicant in mail, Internet, or telephone application
## 24566                                                                             White
## 24572 Information not provided by applicant in mail, Internet, or telephone application
## 24578                                                                             White
## 24584                                                                             Asian
## 24590                                                                             White
## 24596 Information not provided by applicant in mail, Internet, or telephone application
## 24602                                                                             White
## 24608                                                                             White
## 24610                                                                             White
## 24614                                                         Black or African American
## 24658                                                                             White
## 24670                                                                             White
## 24675                                                                             White
## 24682                                                                             Asian
## 24700                                                                             Asian
## 24722 Information not provided by applicant in mail, Internet, or telephone application
## 24723                                                                             White
## 24724                                                                             White
## 24740                                                                             White
## 24748                                                                             White
## 24785                                                                             White
## 24788 Information not provided by applicant in mail, Internet, or telephone application
## 24795 Information not provided by applicant in mail, Internet, or telephone application
## 24796                                                                             White
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835 Information not provided by applicant in mail, Internet, or telephone application
## 24837                                                                             Asian
## 24843 Information not provided by applicant in mail, Internet, or telephone application
## 24854 Information not provided by applicant in mail, Internet, or telephone application
## 24860                                                                             White
## 24865                                                                             White
## 24886                                                                             White
## 24892                                                                             White
## 24927 Information not provided by applicant in mail, Internet, or telephone application
## 24928                                                                             White
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                                             Asian
## 24950 Information not provided by applicant in mail, Internet, or telephone application
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956 Information not provided by applicant in mail, Internet, or telephone application
## 24965                                                                             White
## 24975                                                                             White
## 24976                                                                             White
## 24982 Information not provided by applicant in mail, Internet, or telephone application
## 24999                                                                             White
## 25011                                                                             White
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046 Information not provided by applicant in mail, Internet, or telephone application
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                                             White
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172 Information not provided by applicant in mail, Internet, or telephone application
## 25173                                                                             White
## 25185 Information not provided by applicant in mail, Internet, or telephone application
## 25196 Information not provided by applicant in mail, Internet, or telephone application
## 25210                                                                             White
## 25222                                                                             White
## 25240 Information not provided by applicant in mail, Internet, or telephone application
## 25294                                                                             White
## 25304                                                                             White
## 25305                                                  American Indian or Alaska Native
## 25318                                                                             White
## 25336                                                                             White
## 25365                                                                             White
## 25400 Information not provided by applicant in mail, Internet, or telephone application
## 25406                                                                             White
## 25426                                                                             White
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                                             Asian
## 25461                                                                             White
## 25491                                                                             White
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                                             White
## 25540                                                                             White
## 25577                                                                             White
## 25588                                                                             Asian
## 25612 Information not provided by applicant in mail, Internet, or telephone application
## 25654                                                                             White
## 25660 Information not provided by applicant in mail, Internet, or telephone application
## 25675                                                                             White
## 25681                                                         Black or African American
## 25696                                                                             White
## 25702                                                                             Asian
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                                             Asian
## 25774                                                                             White
## 25796                                                                             White
## 25803                                                                             White
## 25810                                                                             White
## 25885 Information not provided by applicant in mail, Internet, or telephone application
## 25894 Information not provided by applicant in mail, Internet, or telephone application
## 25906                                                                             Asian
## 25912                                                                             White
## 25931                                                                             Asian
## 25937                                                                             Asian
## 25939                                                                             White
## 25945                                                                             White
## 25948                                                                             White
## 25957 Information not provided by applicant in mail, Internet, or telephone application
## 25971                                                                             White
## 26038                                                                             White
## 26067                                                                             White
## 26068                                                                             White
## 26077                                                                             White
## 26080                                                                             White
## 26126                                                                             White
## 26131 Information not provided by applicant in mail, Internet, or telephone application
## 26143                                                                    Not applicable
## 26155                                                                             White
## 26184                                                                             White
## 26188                                                                             White
## 26194                                                                             White
## 26296                                                                             Asian
## 26314                                                                             White
## 26321                                                                             Asian
## 26327                                                                    Not applicable
## 26365                                                                             White
## 26371                                                                             White
## 26385                                                                             White
## 26393                                                                             White
## 26398                                                                             Asian
## 26401                                                                             White
## 26431 Information not provided by applicant in mail, Internet, or telephone application
## 26432                                                                             White
## 26443                                                                             White
## 26455                                                                             Asian
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                                             White
## 26485 Information not provided by applicant in mail, Internet, or telephone application
## 26488                                                                             White
## 26506                                                                             White
## 26521                                                                             White
## 26527                                                                             White
## 26530                                                                             White
## 26542                                                                             White
## 26557 Information not provided by applicant in mail, Internet, or telephone application
## 26563                                                                    Not applicable
## 26572                                                                             White
## 26575                                                                             White
## 26596 Information not provided by applicant in mail, Internet, or telephone application
## 26601                                                                             White
## 26608                                                                             White
## 26609                                                         Black or African American
## 26620                                                                             Asian
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                                             White
## 26651                                                                             Asian
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708 Information not provided by applicant in mail, Internet, or telephone application
## 26725                                                                             White
## 26737                                                                             White
## 26770                                                                             White
## 26776 Information not provided by applicant in mail, Internet, or telephone application
## 26782                                                         Black or African American
## 26794 Information not provided by applicant in mail, Internet, or telephone application
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                                             Asian
## 26851                                                                             White
## 26869                                                                             White
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                                             White
## 26956                                                                             Asian
## 26983 Information not provided by applicant in mail, Internet, or telephone application
## 27000                                                                             White
## 27055 Information not provided by applicant in mail, Internet, or telephone application
## 27075 Information not provided by applicant in mail, Internet, or telephone application
## 27077                                                                             White
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                                             White
## 27111                                                                             White
## 27136 Information not provided by applicant in mail, Internet, or telephone application
## 27163 Information not provided by applicant in mail, Internet, or telephone application
## 27184                                                                             White
## 27190                                                                             White
## 27191                                                                             Asian
## 27196                                                                             White
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                                             White
## 27227                                                                             White
## 27245                                                                             Asian
## 27249                                                                             White
## 27265                                                                             White
## 27293                                                                             Asian
## 27301 Information not provided by applicant in mail, Internet, or telephone application
## 27304                                                                             White
## 27309                                                                             White
## 27316                                                                             White
## 27322 Information not provided by applicant in mail, Internet, or telephone application
## 27328 Information not provided by applicant in mail, Internet, or telephone application
## 27334                                                                             White
## 27338 Information not provided by applicant in mail, Internet, or telephone application
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                                             Asian
## 27439 Information not provided by applicant in mail, Internet, or telephone application
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                                             White
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508 Information not provided by applicant in mail, Internet, or telephone application
## 27511                                                                             White
## 27520                                                                             White
## 27528                                                                             White
## 27592                                                                             White
## 27602                                                                             White
## 27623                                                                             Asian
## 27625                                                                             White
## 27637                                                                             White
## 27640                                                                             Asian
## 27643                                                                             White
## 27652                                                                    Not applicable
## 27745                                                                             White
## 27778 Information not provided by applicant in mail, Internet, or telephone application
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                                             White
## 27811 Information not provided by applicant in mail, Internet, or telephone application
## 27814                                                                             White
## 27826                                                                             White
## 27856                                                                    Not applicable
## 27861                                                                             White
## 27874 Information not provided by applicant in mail, Internet, or telephone application
## 27875                                                                             White
## 27880                                                                             Asian
## 27886                                                                             White
## 27922                                                                             Asian
## 27934                                                                             White
## 27944                                                         Black or African American
## 27946                                                                             White
## 27952                                                                             White
## 27956                                                                             White
## 27968 Information not provided by applicant in mail, Internet, or telephone application
## 27981                                                                             White
## 27991                                                                             White
## 27992                                                                             White
## 27998 Information not provided by applicant in mail, Internet, or telephone application
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                         Black or African American
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                             White
## 28034 Information not provided by applicant in mail, Internet, or telephone application
## 28040                                                                             Asian
## 28044                                                                             White
## 28052 Information not provided by applicant in mail, Internet, or telephone application
## 28084                                                                             White
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                                             White
## 28108 Information not provided by applicant in mail, Internet, or telephone application
## 28129 Information not provided by applicant in mail, Internet, or telephone application
## 28132                                                                             White
## 28136 Information not provided by applicant in mail, Internet, or telephone application
## 28147                                                                             White
## 28156                                                                             Asian
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196                                                                             White
## 28198                                                                             Asian
## 28201                                                                             White
## 28223                                                                             Asian
## 28225 Information not provided by applicant in mail, Internet, or telephone application
## 28276                                                                    Not applicable
## 28315                                                                             White
## 28330                                                                             White
## 28334                                                                             White
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                                             White
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                                             White
## 28396                                                                             White
## 28432                                                                             White
## 28444                                                                             White
## 28454                                                                             White
## 28462                                                                             Asian
## 28486                                                                             White
## 28487                                                                             White
## 28504 Information not provided by applicant in mail, Internet, or telephone application
## 28517                                                                             White
## 28522                                                                             White
## 28523                                                                    Not applicable
## 28529                                                                             White
## 28544 Information not provided by applicant in mail, Internet, or telephone application
## 28547                                                                             White
## 28552 Information not provided by applicant in mail, Internet, or telephone application
## 28553                                                                             White
## 28556 Information not provided by applicant in mail, Internet, or telephone application
## 28558                                                                             White
## 28574 Information not provided by applicant in mail, Internet, or telephone application
## 28582                                                                             White
## 28587                                                                             Asian
## 28588                                                                             Asian
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                                             White
## 28604                                                                             White
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                                             White
## 28627 Information not provided by applicant in mail, Internet, or telephone application
## 28657 Information not provided by applicant in mail, Internet, or telephone application
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677 Information not provided by applicant in mail, Internet, or telephone application
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                                             White
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730                                                                             White
## 28737                                                                             Asian
## 28748                                                                             White
## 28822 Information not provided by applicant in mail, Internet, or telephone application
## 28833                                                                             White
## 28838                                                         Black or African American
## 28843 Information not provided by applicant in mail, Internet, or telephone application
## 28868 Information not provided by applicant in mail, Internet, or telephone application
## 28885                                                                             White
## 28889                                                                             Asian
## 28918 Information not provided by applicant in mail, Internet, or telephone application
## 28936 Information not provided by applicant in mail, Internet, or telephone application
## 28938                                                                             White
## 28954                                                                             White
## 28989                                                                             White
## 29013                                                                             White
## 29021                                                                             Asian
## 29032 Information not provided by applicant in mail, Internet, or telephone application
## 29050                                                                             Asian
## 29069                                                                             Asian
## 29099                                                                             Asian
## 29109                                                                             White
## 29116                                                                             White
## 29122                                                                             White
## 29127 Information not provided by applicant in mail, Internet, or telephone application
## 29128                                                                             White
## 29134 Information not provided by applicant in mail, Internet, or telephone application
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146 Information not provided by applicant in mail, Internet, or telephone application
## 29170                                                                             White
## 29181                                                                             Asian
## 29188 Information not provided by applicant in mail, Internet, or telephone application
## 29200                                                                             Asian
## 29212                                                                             White
## 29216                                                         Black or African American
## 29242                                                                             White
## 29269                                                                             White
## 29272                                                                             White
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                         Black or African American
## 29303                                                                             White
## 29311                                                                             White
## 29331                                                                             White
## 29381                                                                             Asian
## 29415                                                                             Asian
## 29460                                                                             White
## 29483                                                                             White
## 29503 Information not provided by applicant in mail, Internet, or telephone application
## 29514                                                                             White
## 29515                                                                             White
## 29523                                                                             White
## 29526                                                                             Asian
## 29533                                                                             Asian
## 29555                                                                             White
## 29575 Information not provided by applicant in mail, Internet, or telephone application
## 29592                                                                             White
## 29604                                                                             White
## 29622                                                                             White
## 29674                                                                             White
## 29678                                                                             White
## 29683                                                                             White
## 29689                                                                             White
## 29700                                                                             White
## 29706                                                                             White
## 29713                                                                             White
## 29715 Information not provided by applicant in mail, Internet, or telephone application
## 29730                                                                             White
## 29736                                                                             White
## 29745                                                                             White
## 29754                                                                             White
## 29760                                                                             White
## 29761                                                                             White
## 29779 Information not provided by applicant in mail, Internet, or telephone application
## 29814                                                                             White
## 29829 Information not provided by applicant in mail, Internet, or telephone application
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                                             White
## 29868                                                                             White
## 29889                                                                             White
## 29903                                                                             White
## 29936                                                         Black or African American
## 29937                                                                             White
## 29947 Information not provided by applicant in mail, Internet, or telephone application
## 29959 Information not provided by applicant in mail, Internet, or telephone application
## 29964                                                                             White
## 29983 Information not provided by applicant in mail, Internet, or telephone application
## 30000                                                                             White
## 30015 Information not provided by applicant in mail, Internet, or telephone application
## 30018                                                                             White
## 30030                                                                             White
## 30034                                                                             White
## 30045                                                                             White
## 30054                                                                             White
## 30060                                                                             White
## 30085 Information not provided by applicant in mail, Internet, or telephone application
## 30093                                                                             Asian
## 30138                                                                             White
## 30144                                                                             Asian
## 30162                                                                             White
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                                             White
## 30221                                                                             White
## 30225                                                                             White
## 30226                                                                             White
## 30235                                                                             Asian
## 30237                                                                             White
## 30246                                                                             Asian
## 30252                                                                             White
## 30253                                                                             Asian
## 30270                                                                             Asian
## 30282                                                                             White
## 30294                                                                             White
## 30300                                                                             White
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                                             White
## 30318                                                                             White
## 30342                                                                             White
## 30343                                                         Black or African American
## 30353                                                                             White
## 30354                                                                             White
## 30359                                                                             Asian
## 30381                                                                             Asian
## 30408                                                                             White
## 30414                                                                             White
## 30426                                                                             White
## 30429                                                                             White
## 30444                                                                             Asian
## 30453                                                                             White
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                                             Asian
## 30484                                                                             White
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                                             White
## 30511                                                                             Asian
## 30517                                                                             White
## 30519 Information not provided by applicant in mail, Internet, or telephone application
## 30533                                                                             White
## 30534                                                                             White
## 30540                                                                             Asian
## 30558                                                                             White
## 30564                                                                             White
## 30576                                                                             Asian
## 30588                                                                             White
## 30594                                                                             Asian
## 30605 Information not provided by applicant in mail, Internet, or telephone application
## 30648                                                                             White
## 30654                                                                             White
## 30666                                                                             White
## 30678                                                                             White
## 30684                                                                             White
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715 Information not provided by applicant in mail, Internet, or telephone application
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                                             White
## 30738                                                                             White
## 30744                                                                             White
## 30756                                                                             White
## 30762                                                                             Asian
## 30768                                                                             White
## 30774                                                                             White
## 30780                                                                             White
## 30786                                                                             Asian
## 30809                                                                             White
## 30835                                                                             White
## 30840                                                                             White
## 30845                                                                             White
## 30846                                                                             White
## 30852                                                                             White
## 30858                                                                             White
## 30872                                                                             White
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                                             White
## 30894                                                                             Asian
## 30900                                                                             White
## 30923                                                                             Asian
## 30960                                                                             White
## 30967                                                                             White
## 30972                                                                             White
## 30978                                                                             Asian
## 30984                                                                             White
## 30985 Information not provided by applicant in mail, Internet, or telephone application
## 30990                                                                             White
## 30992                                                                             White
## 30996                                                                             White
## 31002                                                                             White
## 31005 Information not provided by applicant in mail, Internet, or telephone application
## 31008                                                                             White
## 31014                                                                             White
## 31017                                                                             Asian
## 31043                                                                             White
## 31044                                                                             White
## 31048                                                                             Asian
## 31050                                                                             White
## 31056                                                                             White
## 31057                                                                             Asian
## 31062                                                                             White
## 31084 Information not provided by applicant in mail, Internet, or telephone application
## 31086                                                                             White
## 31092                                                                             White
## 31093                                                                             White
## 31104                                                                             White
## 31117                                                                             Asian
## 31122                                                                             White
## 31128                                                                             White
## 31134                                                                             White
## 31140                                                                             White
## 31152                                                                             White
## 31158                                                                             White
## 31170                                                                             White
## 31176                                                                             White
## 31188                                                                             White
## 31194                                                                             White
## 31200                                                                             White
## 31206                                                                             White
## 31213                                                                             White
## 31224                                                                             White
## 31230                                                                             Asian
## 31248                                                                             White
## 31254                                                                             White
## 31260                                                                             White
## 31271                                                                             White
## 31276                                                                             Asian
## 31284                                                                             White
## 31296                                                                             White
## 31301                                                                             White
## 31314                                                                             White
## 31344                                                                             White
## 31350                                                                             White
## 31359                                                                             Asian
## 31362                                                                             White
## 31368                                                                             White
## 31371                                                                             White
## 31374                                                                             White
## 31380                                                                             White
## 31390                                                                             White
## 31392                                                                             White
## 31398                                                                             White
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411 Information not provided by applicant in mail, Internet, or telephone application
## 31421                                                                             Asian
## 31422                                                                             White
## 31428                                                                             White
## 31434                                                                             White
## 31440                                                                             White
## 31443 Information not provided by applicant in mail, Internet, or telephone application
## 31446                                                                             White
## 31458                                                                             Asian
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                                             White
## 31494                                                                             White
## 31500                                                                             White
## 31503 Information not provided by applicant in mail, Internet, or telephone application
## 31506                                                                             White
## 31517                                                                             White
## 31519 Information not provided by applicant in mail, Internet, or telephone application
## 31524                                                                             White
## 31542                                                                             White
## 31554                                                                             White
## 31566                                                                             White
## 31572                                                                             Asian
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                                             White
## 31590                                                                             White
## 31608                                                                             White
## 31609 Information not provided by applicant in mail, Internet, or telephone application
## 31614                                                                             White
## 31620                                                                             Asian
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                                             White
## 31638                                                                             White
## 31647 Information not provided by applicant in mail, Internet, or telephone application
## 31655                                                                             White
## 31668                                                                             White
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                                             White
## 31692                                                                             White
## 31705 Information not provided by applicant in mail, Internet, or telephone application
## 31710                                                                             White
## 31722                                                                             White
## 31728                                                                             White
## 31734                                                                             White
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                                             White
## 31758                                                                             White
## 31776                                                                             White
## 31788                                                                             White
## 31800                                                                             White
## 31807                                                                             Asian
## 31824                                                                             White
## 31830                                                                             White
## 31836                                                                             White
## 31843 Information not provided by applicant in mail, Internet, or telephone application
## 31848                                                                             White
## 31849 Information not provided by applicant in mail, Internet, or telephone application
## 31866                                                                             White
## 31872                                                                             White
## 31878                                                                             White
## 31884                                                                             White
## 31890                                                                             White
## 31896                                                                             White
## 31902                                                                             Asian
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                                             White
## 31932                                                                             White
## 31936                                                                             Asian
## 31938                                                                             White
## 31944                                                                             White
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                                             Asian
## 31956                                                                             White
## 31957                                                                             White
## 31962                                                                             White
## 31968                                                                             Asian
## 31974                                                                             White
## 32010                                                                             White
## 32015                                                                             Asian
## 32023                                                                             White
## 32027                                                                             White
## 32046                                                                             White
## 32051                                                                             White
## 32052                                                                             White
## 32058                                                                             Asian
## 32064                                                                             White
## 32070                                                                             White
## 32082                                                                             White
## 32088                                                                             White
## 32094                                                                             White
## 32096 Information not provided by applicant in mail, Internet, or telephone application
## 32100                                                                             White
## 32117                                                                             White
## 32118                                                                             White
## 32125 Information not provided by applicant in mail, Internet, or telephone application
## 32130                                                                             White
## 32136                                                                             White
## 32148                                                                             White
## 32154                                                                             White
## 32155 Information not provided by applicant in mail, Internet, or telephone application
## 32160                                                                             White
## 32172                                                                             White
## 32178                                                                             White
## 32190                                                                             White
## 32196                                                                             White
## 32201                                                                             White
## 32202                                                                             White
## 32207                                                                             White
## 32208                                                                             White
## 32212                                                                             White
## 32226                                                                             White
## 32232                                                                             White
## 32238                                                                             Asian
## 32246                                                                             White
## 32256                                                                             White
## 32270 Information not provided by applicant in mail, Internet, or telephone application
## 32292                                                                             White
## 32304                                                                             White
## 32306                                                                             White
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                                             White
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                                             White
## 32323                                                                             Asian
## 32324 Information not provided by applicant in mail, Internet, or telephone application
## 32334                                                                             White
## 32336                                                                             White
## 32354                                                                             White
## 32356 Information not provided by applicant in mail, Internet, or telephone application
## 32358                                                                             White
## 32360 Information not provided by applicant in mail, Internet, or telephone application
## 32365 Information not provided by applicant in mail, Internet, or telephone application
## 32366 Information not provided by applicant in mail, Internet, or telephone application
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                                             White
## 32388                                                                             White
## 32394                                                                             White
## 32406                                                                             White
## 32418                                                                             White
## 32424                                                                             White
## 32430                                                                             White
## 32436                                                                             White
## 32448                                                                             White
## 32454                                                                             White
## 32457                                                         Black or African American
## 32496                                                                             White
## 32514                                                                             White
## 32520                                                                             White
## 32532                                                                             White
## 32544                                                                             White
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                                             Asian
## 32562                                                                             White
## 32568                                                                             White
## 32580                                                                             White
## 32592                                                                             Asian
## 32601                                                                             White
## 32604                                                                             White
## 32622                                                                             White
## 32634                                                                             White
## 32640                                                                             White
## 32646                                                                             White
## 32647 Information not provided by applicant in mail, Internet, or telephone application
## 32652                                                                             White
## 32653 Information not provided by applicant in mail, Internet, or telephone application
## 32659                                                                             Asian
## 32664                                                                             White
## 32676                                                                             White
## 32678 Information not provided by applicant in mail, Internet, or telephone application
## 32685                                                                             White
## 32694                                                                             White
## 32705                                                                             Asian
## 32706                                                                             Asian
## 32708 Information not provided by applicant in mail, Internet, or telephone application
## 32713                                                                             White
## 32717                                                                             Asian
## 32736                                                                             White
## 32742                                                                             White
## 32745                                                         Black or African American
## 32748                                                                             White
## 32760                                                                             Asian
## 32764 Information not provided by applicant in mail, Internet, or telephone application
## 32765                                                                             Asian
## 32766                                                                             White
## 32779                                                                             White
## 32784                                                                             Asian
## 32790                                                                             White
## 32794                                                                             White
## 32807                                                                             Asian
## 32808                                                                             White
## 32820                                                                             White
## 32826                                                                             White
## 32831                                                                             Asian
## 32832                                                                             White
## 32838                                                                             White
## 32844                                                                             White
## 32850                                                                             White
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                                             White
## 32871                                                                             Asian
## 32873                                                                             Asian
## 32874                                                                             Asian
## 32892                                                                             White
## 32899 Information not provided by applicant in mail, Internet, or telephone application
## 32909                                                                             Asian
## 32911 Information not provided by applicant in mail, Internet, or telephone application
## 32916                                                                             White
## 32928                                                                             White
## 32940                                                                             White
## 32941                                                                             White
## 32958                                                                             White
## 32964                                                                             White
## 32970                                                                             White
## 32976                                                         Black or African American
## 32994                                                                             White
## 33000                                                                             White
## 33018                                                                             White
## 33024                                                                             White
## 33027                                                                             Asian
## 33030                                                                             White
## 33036                                                                             Asian
## 33048                                                                             White
## 33052                                                                             Asian
## 33054                                                                             White
## 33057                                                                             White
## 33060                                                                             White
## 33084                                                                             White
## 33090                                                                             White
## 33096                                                                             Asian
## 33108                                                                             White
## 33109                                                                             White
## 33120                                                                             White
## 33125                                                                             Asian
## 33131                                                                             White
## 33138                                                                             White
## 33144                                                                             White
## 33150                                                                             White
## 33157 Information not provided by applicant in mail, Internet, or telephone application
## 33168                                                                             Asian
## 33180                                                                             White
## 33186                                                                             White
## 33195                                                                             White
## 33204                                                                             White
## 33216                                                                             White
## 33223 Information not provided by applicant in mail, Internet, or telephone application
## 33228                                                                             White
## 33231                                                                             White
## 33246                                                                             White
## 33252                                                                             White
## 33270                                                                             White
## 33282                                                                             White
## 33288                                                                             Asian
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                                             White
## 33295 Information not provided by applicant in mail, Internet, or telephone application
## 33303                                                                             White
## 33306                                                                             White
## 33315 Information not provided by applicant in mail, Internet, or telephone application
## 33318                                                                             White
## 33324                                                                             White
## 33330                                                                             White
## 33348                                                                             White
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                                             White
## 33417                                                                             White
## 33426                                                                             White
## 33432                                                                             Asian
## 33444                                                                             Asian
## 33445                                                                             White
## 33456                                                                             Asian
## 33457 Information not provided by applicant in mail, Internet, or telephone application
## 33469 Information not provided by applicant in mail, Internet, or telephone application
## 33480                                                                             White
## 33486                                                                             White
## 33493                                                                             White
## 33510                                                                             White
## 33528                                                                             White
## 33534                                                                             White
## 33546                                                                             White
## 33558                                                                             White
## 33564                                                                             White
## 33571                                                                             White
## 33576                                                                             White
## 33600                                                                             White
## 33606                                                                             White
## 33618                                                                             White
## 33636                                                                             Asian
## 33648                                                                             Asian
## 33663 Information not provided by applicant in mail, Internet, or telephone application
## 33671                                                                             Asian
## 33672                                                                             White
## 33678                                                                             White
## 33685                                                                             White
## 33690                                                                             White
## 33708                                                                             White
## 33714                                                                             White
## 33715                                                                             White
## 33738                                                                             Asian
## 33751 Information not provided by applicant in mail, Internet, or telephone application
## 33773 Information not provided by applicant in mail, Internet, or telephone application
## 33774                                                                             White
## 33786                                                                             White
## 33793                                                                             White
## 33797 Information not provided by applicant in mail, Internet, or telephone application
## 33805 Information not provided by applicant in mail, Internet, or telephone application
## 33816                                                                             White
## 33817                                                                             White
## 33824                                                                             White
## 33882                                                                             White
## 33894                                                                             White
## 33912                                                                             White
## 33918                                                                             White
## 33919 Information not provided by applicant in mail, Internet, or telephone application
## 33920                                                                             White
## 33924                                                                             Asian
## 33926 Information not provided by applicant in mail, Internet, or telephone application
## 33930                                                                             White
## 33936                                                                             White
## 33948                                                                             White
## 33954                                                                             White
## 33972                                                                             Asian
## 33977                                                                             Asian
## 33984                                                                             White
## 33987 Information not provided by applicant in mail, Internet, or telephone application
## 34020                                                                             White
## 34023                                                  American Indian or Alaska Native
## 34038                                                                             White
## 34050                                                                             White
## 34056                                                                             White
## 34062                                                                             White
## 34068                                                                             White
## 34074                                                                             White
## 34079 Information not provided by applicant in mail, Internet, or telephone application
## 34080                                                                             White
## 34083                                                                             White
## 34086                                                                             White
## 34092                                                                             White
## 34098                                                                             White
## 34101 Information not provided by applicant in mail, Internet, or telephone application
## 34105 Information not provided by applicant in mail, Internet, or telephone application
## 34110                                                                             White
## 34116                                                                             White
## 34122                                                                             White
## 34131 Information not provided by applicant in mail, Internet, or telephone application
## 34134                                                                             White
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                                             White
## 34164                                                                             White
## 34174                                                                             White
## 34176                                                                             White
## 34206                                                                             White
## 34208                                                  American Indian or Alaska Native
## 34212                                                                             Asian
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                                             White
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                                             White
## 34224                                                                             Asian
## 34225 Information not provided by applicant in mail, Internet, or telephone application
## 34260                                                                             White
## 34266                                                                             White
## 34271                                                                             White
## 34272                                                                             White
## 34278                                                                             White
## 34289                                                                             White
## 34290                                                                             White
## 34292 Information not provided by applicant in mail, Internet, or telephone application
## 34296                                                                             White
## 34308                                                                             White
## 34326                                                                             White
## 34327                                                  American Indian or Alaska Native
## 34338                                                                             White
## 34350                                                                             White
## 34360 Information not provided by applicant in mail, Internet, or telephone application
## 34368                                                                             White
## 34369                                                                             White
## 34392                                                                             Asian
## 34423 Information not provided by applicant in mail, Internet, or telephone application
## 34428                                                                             White
## 34440                                                                             White
## 34445                                                                             White
## 34452                                                                             White
## 34458                                                                             White
## 34470                                                                             White
## 34477 Information not provided by applicant in mail, Internet, or telephone application
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492 Information not provided by applicant in mail, Internet, or telephone application
## 34494                                                                             White
## 34497                                                                             White
## 34500                                                                             Asian
## 34502 Information not provided by applicant in mail, Internet, or telephone application
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                                             White
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                                             White
## 34530                                                                             White
## 34536                                                                             White
## 34547                                                                             White
## 34548                                                                             White
## 34550                                                                             Asian
## 34554                                                                             White
## 34566                                                                             White
## 34568                                                                             Asian
## 34571                                                                             White
## 34572                                                                             White
## 34600                                                                             White
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616                                                                             White
## 34628                                                                             White
## 34634                                                                             Asian
## 34638                                                                             White
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                                             White
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                                             White
## 34677 Information not provided by applicant in mail, Internet, or telephone application
## 34680                                                                             White
## 34687                                                                             Asian
## 34695 Information not provided by applicant in mail, Internet, or telephone application
## 34700                                                                             White
## 34701                                                                             White
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715                                                                             White
## 34722                                                                             White
## 34724                                                                             White
## 34726                                                                             White
## 34730                                                                             White
## 34736                                                                             White
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742 Information not provided by applicant in mail, Internet, or telephone application
## 34748 Information not provided by applicant in mail, Internet, or telephone application
## 34758                                                                             White
## 34770                                                                             White
## 34772                                                                             White
## 34788                                                                             White
## 34790                                                                             White
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                                             White
## 34817                                                                             White
## 34818                                                                             Asian
## 34820                                                                             White
## 34830                                                                             White
## 34831                                                                             White
## 34838                                                                             Asian
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844                                                                             White
## 34848                                                                             Asian
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                                             White
## 34862                                                                             White
## 34865                                                                             White
## 34868 Information not provided by applicant in mail, Internet, or telephone application
## 34874 Information not provided by applicant in mail, Internet, or telephone application
## 34878                                                                             White
## 34880 Information not provided by applicant in mail, Internet, or telephone application
## 34884                                                                             White
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                                             White
## 34901                                                                             White
## 34904                                                                             Asian
## 34908                                                                             White
## 34915 Information not provided by applicant in mail, Internet, or telephone application
## 34920                                                                             White
## 34926                                                                             White
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                                             White
## 34932                                                                             White
## 34938                                                                             White
## 34939                                                                             White
## 34944                                                                             White
## 34950                                                                             White
## 34955                                                                             Asian
## 34962                                                                             Asian
## 34968                                                                             White
## 34974                                                                             White
## 34986                                                                             White
## 34992                                                                             White
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999 Information not provided by applicant in mail, Internet, or telephone application
## 35000                                                                             White
## 35004                                                                             White
## 35010                                                                             White
## 35012 Information not provided by applicant in mail, Internet, or telephone application
## 35013                                                                             White
## 35016                                                                             White
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                                             White
## 35029 Information not provided by applicant in mail, Internet, or telephone application
## 35032                                                                             White
## 35034                                                                             White
## 35036 Information not provided by applicant in mail, Internet, or telephone application
## 35041                                                                             White
## 35046                                                                             White
## 35052                                                                             White
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                                             White
## 35060                                                                             White
## 35064                                                                             White
## 35072 Information not provided by applicant in mail, Internet, or telephone application
## 35076                                                                             White
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                                             White
## 35100                                                                             White
## 35101 Information not provided by applicant in mail, Internet, or telephone application
## 35106                                                                             White
## 35108                                                                             Asian
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                                             White
## 35124                                                                             White
## 35126 Information not provided by applicant in mail, Internet, or telephone application
## 35127                                                                             White
## 35144 Information not provided by applicant in mail, Internet, or telephone application
## 35148                                                                             White
## 35154                                                                             Asian
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168 Information not provided by applicant in mail, Internet, or telephone application
## 35174                                                                             White
## 35184                                                                             White
## 35185 Information not provided by applicant in mail, Internet, or telephone application
## 35208                                                                             White
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                                             White
## 35240                                                                             Asian
## 35242                                                                             White
## 35244                                                                             White
## 35250                                                                             White
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                                             Asian
## 35294                                                                             White
## 35298                                                                             White
## 35317 Information not provided by applicant in mail, Internet, or telephone application
## 35322                                                                             White
## 35328                                                                             White
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335 Information not provided by applicant in mail, Internet, or telephone application
## 35346                                                                             White
## 35348 Information not provided by applicant in mail, Internet, or telephone application
## 35352                                                                             White
## 35358                                                                             White
## 35370                                                                             White
## 35372                                                                             White
## 35376                                                                             White
## 35382                                                                             White
## 35388                                                                             White
## 35394                                                                             White
## 35400                                                                             White
## 35402 Information not provided by applicant in mail, Internet, or telephone application
## 35406                                                                             White
## 35408 Information not provided by applicant in mail, Internet, or telephone application
## 35412                                                                             White
## 35430                                                                             White
## 35431                                                                             White
## 35448                                                                             White
## 35450 Information not provided by applicant in mail, Internet, or telephone application
## 35454                                                                             Asian
## 35455                                                                             White
## 35460                                                                             White
## 35466                                                                             White
## 35472                                                                             White
## 35478                                                                             White
## 35484                                                                             White
## 35485 Information not provided by applicant in mail, Internet, or telephone application
## 35490                                                                             White
## 35496                                                                             White
## 35498 Information not provided by applicant in mail, Internet, or telephone application
## 35502                                                                             White
## 35514                                                                             Asian
## 35516                                                                             White
## 35520                                                                             White
## 35521                                                                             White
## 35522 Information not provided by applicant in mail, Internet, or telephone application
## 35525                                                                             White
## 35528                                                                             Asian
## 35532                                                                             White
## 35538                                                                             White
## 35544                                                                             White
## 35586                                                                             White
## 35598                                                                             White
## 35601 Information not provided by applicant in mail, Internet, or telephone application
## 35616                                                                             White
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                                             Asian
## 35634                                                                             White
## 35640                                                                             White
## 35646                                                                             Asian
## 35652                                                                             White
## 35653                                                                    Not applicable
## 35664                                                                             White
## 35676                                                                             White
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                                             White
## 35688                                                                             White
## 35703 Information not provided by applicant in mail, Internet, or telephone application
## 35724                                                                             Asian
## 35730                                                                             White
## 35737 Information not provided by applicant in mail, Internet, or telephone application
## 35742                                                                             White
## 35748                                                                             White
## 35760                                                                             Asian
## 35784                                                                             White
## 35789                                                                             White
## 35790                                                                             White
## 35802                                                                             White
## 35814                                                                             Asian
## 35820                                                                             White
## 35910                                                                             Asian
## 35921                                                                             White
## 35922                                                                             White
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937 Information not provided by applicant in mail, Internet, or telephone application
## 35946                                                                             Asian
## 35970                                                                             White
## 35979                                                                             White
## 36006                                                                             White
## 36013                                                                             White
## 36015                                                                             White
## 36043 Information not provided by applicant in mail, Internet, or telephone application
## 36073 Information not provided by applicant in mail, Internet, or telephone application
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                                             White
## 36174                                                                             White
## 36189                                                         Black or African American
## 36192                                                                             White
## 36226                                                                             White
## 36261                                                                             White
## 36265 Information not provided by applicant in mail, Internet, or telephone application
## 36283 Information not provided by applicant in mail, Internet, or telephone application
## 36304                                                                             White
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                                             White
## 36400                                                                             White
## 36419                                                                             White
## 36432                                                                             White
## 36475                                                                             White
## 36492                                                                             White
## 36525                                                                             White
## 36569                                                                             White
## 36596                                                                             White
## 36600                                                                             White
## 36630                                                                             White
## 36637                                                                             White
## 36641 Information not provided by applicant in mail, Internet, or telephone application
## 36748                                                                             White
## 36789                                                                             Asian
## 36799                                                                             White
## 36843 Information not provided by applicant in mail, Internet, or telephone application
## 36849                                                                             Asian
## 36866 Information not provided by applicant in mail, Internet, or telephone application
## 36883 Information not provided by applicant in mail, Internet, or telephone application
## 36901                                                                             White
## 36924                                                                             White
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077 Information not provided by applicant in mail, Internet, or telephone application
## 37113                                                                             White
## 37167 Information not provided by applicant in mail, Internet, or telephone application
## 37171                                                                             White
## 37201                                                                             White
## 37207                                                                             White
## 37262                                                                             White
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                                             White
## 37393                                                                             White
## 37402 Information not provided by applicant in mail, Internet, or telephone application
## 37419 Information not provided by applicant in mail, Internet, or telephone application
## 37435                                                         Black or African American
## 37442 Information not provided by applicant in mail, Internet, or telephone application
## 37448                                                                             White
## 37484                                                                             White
## 37579                                                                             White
## 37584                                                                             White
## 37591 Information not provided by applicant in mail, Internet, or telephone application
## 37644                                                                             White
## 37681                                                                             White
## 37692                                                                             White
## 37701                                                                             Asian
## 37761                                                                             White
## 37783                                                                             Asian
## 37784                                                                             White
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821 Information not provided by applicant in mail, Internet, or telephone application
## 37832                                                                             White
## 37862                                                                             White
## 37868                                                                             Asian
## 37888                                                                             Asian
## 37896                                                                             White
## 37968                                                                             White
## 37970                                                         Black or African American
## 38000                                                                             White
## 38014                                                                    Not applicable
## 38036                                                                             White
## 38042                                                                             White
## 38077                                                         Black or African American
## 38126                                                                             White
## 38145 Information not provided by applicant in mail, Internet, or telephone application
## 38149                                                                             Asian
## 38164                                                                             White
## 38166                                                                             White
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                                             White
## 38263                                                                             White
## 38280                                                                             Asian
## 38334                                                                             White
## 38346                                                                             White
## 38440                                                                             White
## 38462                                                                    Not applicable
## 38476                                                                             White
## 38481 Information not provided by applicant in mail, Internet, or telephone application
## 38492                                                                             White
## 38565                                                                             White
## 38599                                                                             White
## 38605 Information not provided by applicant in mail, Internet, or telephone application
## 38673                                                                             White
## 38695                                                                             White
## 38709                                                                             Asian
## 38717                                                                             White
## 38719                                                                             White
## 38760                                                                             Asian
## 38777                                                                             White
## 38841                                                                             White
## 38874                                                                             Asian
## 38921                                                                             White
## 38924                                                                             White
## 38946                                                                             White
## 38970                                                                             Asian
## 38976                                                                             Asian
## 38990                                                                             White
## 39011                                                                             White
## 39012                                                                             White
## 39030                                                                             White
## 39036                                                                             White
## 39041                                                                             White
## 39066                                                                             Asian
## 39078                                                                             Asian
## 39090                                                                             White
## 39096                                                                             White
## 39124                                                                             White
## 39150                                                                             White
## 39156                                                                             White
## 39172                                                                             White
## 39186                                                                             White
## 39188                                                                             White
## 39192                                                                             White
## 39201                                                                             White
## 39204                                                                             White
## 39210                                                                             Asian
## 39222                                                                             Asian
## 39234                                                                             White
## 39237                                                                             White
## 39246                                                                             White
## 39252                                                                             White
## 39258                                                                             White
## 39285 Information not provided by applicant in mail, Internet, or telephone application
## 39288                                                                             Asian
## 39292                                                                             White
## 39313                                                                             White
## 39348                                                                             White
## 39397                                                                    Not applicable
## 39420                                                                             White
## 39423                                                                             White
## 39432                                                                             Asian
## 39453 Information not provided by applicant in mail, Internet, or telephone application
## 39486                                                                             White
## 39493 Information not provided by applicant in mail, Internet, or telephone application
## 39498                                                                             White
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                                             White
## 39534                                                                             White
## 39541                                                                             White
## 39546                                                                             White
## 39555 Information not provided by applicant in mail, Internet, or telephone application
## 39558                                                                             White
## 39564                                                                             White
## 39570                                                                             White
## 39576                                                                             White
## 39578                                                         Black or African American
## 39582                                                                             White
## 39585                                                                             White
## 39588                                                                             White
## 39594                                                                             White
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                                             White
## 39606                                                                             Asian
## 39618                                                                             White
## 39624                                                                             White
## 39625                                                                             White
## 39627                                                                             White
## 39630                                                                             White
## 39631                                                                             Asian
## 39636                                                                             Asian
## 39637                                                                             White
## 39642                                                                             White
## 39647                                                                             White
## 39648                                                                             White
## 39654                                                                             White
## 39660                                                                             White
## 39666                                                                             White
## 39678                                                                             Asian
## 39686                                                                             White
## 39701                                                                             White
## 39728                                                                             White
## 39732                                                                             White
## 39758                                                                             White
## 39762                                                                             White
## 39768                                                                             White
## 39780                                                                             White
## 39798                                                                             White
## 39810                                                                             White
## 39816                                                                             White
## 39828                                                                             White
## 39829 Information not provided by applicant in mail, Internet, or telephone application
## 39834                                                                             White
## 39851                                                                             Asian
## 39858                                                                             White
## 39879                                                                             White
## 39889                                                                             White
## 39906                                                                             White
## 39919                                                                             Asian
## 39940 Information not provided by applicant in mail, Internet, or telephone application
## 39948                                                                             White
## 39960                                                                             White
## 40034                                                                             White
## 40068                                                                             White
## 40069                                                                             White
## 40073                                                                             Asian
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                                             White
## 40152                                                                             White
## 40204                                                                             White
## 40218                                                                             White
## 40240                                                                             Asian
## 40278                                                                             White
## 40282                                                                             White
## 40302                                                                             White
## 40310                                                                             White
## 40317 Information not provided by applicant in mail, Internet, or telephone application
## 40340                                                                             White
## 40345 Information not provided by applicant in mail, Internet, or telephone application
## 40379                                                                             Asian
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                                             White
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396 Information not provided by applicant in mail, Internet, or telephone application
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                                             White
## 40465 Information not provided by applicant in mail, Internet, or telephone application
## 40488                                                                             White
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                                             White
## 40529                                                                             Asian
## 40530                                                                             White
## 40550                                                                             White
## 40567                                                                             Asian
## 40639                                                                             White
## 40640                                                                             White
## 40645                                                                             Asian
## 40661                                                                             White
## 40705                                                                             White
## 40707                                                                             Asian
## 40716                                                                             White
## 40731                                                                             Asian
## 40740                                                                             White
## 40741                                                                             White
## 40744 Information not provided by applicant in mail, Internet, or telephone application
## 40762                                                                             White
## 40803                                                                             White
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                                             Asian
## 40853                                                                             White
## 40877                                                         Black or African American
## 40897                                                                             White
## 40929                                                                             White
## 40978 Information not provided by applicant in mail, Internet, or telephone application
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995 Information not provided by applicant in mail, Internet, or telephone application
## 41037 Information not provided by applicant in mail, Internet, or telephone application
## 41041 Information not provided by applicant in mail, Internet, or telephone application
## 41047                                                                             White
## 41119                                                                             White
## 41149 Information not provided by applicant in mail, Internet, or telephone application
## 41176                                                                             White
## 41191                                                                             White
## 41218                                                                             White
## 41229 Information not provided by applicant in mail, Internet, or telephone application
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                                             White
## 41320                                                                             Asian
## 41332 Information not provided by applicant in mail, Internet, or telephone application
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                                             White
## 41368                                                         Black or African American
## 41381                                                                             Asian
## 41406                                                                             White
## 41448                                                                             White
## 41479                                                                             White
## 41499                                                                             White
## 41515                                                                             White
## 41526                                                                             White
## 41561                                                                             Asian
## 41574                                                                             White
## 41584                                                                             Asian
## 41592                                                                             White
## 41602                                                                             White
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                                             White
## 41644                                                                             White
## 41692                                                                             White
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733 Information not provided by applicant in mail, Internet, or telephone application
## 41769 Information not provided by applicant in mail, Internet, or telephone application
## 41822                                                                    Not applicable
## 41828                                                                             White
## 41857                                                                             White
## 41858                                                                             White
## 41865                                                                             Asian
## 41871                                                                             White
## 41925                                                                             White
## 41931                                                                             White
## 41991 Information not provided by applicant in mail, Internet, or telephone application
## 42039                                                                             Asian
## 42088                                                                             White
## 42094                                                                             White
## 42173                                                                             Asian
## 42182                                                                             White
## 42211                                                                             White
## 42222                                                         Black or African American
## 42224                                                                             White
## 42267                                                                             Asian
## 42274                                                                             White
## 42278                                                                             White
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                                             White
## 42314                                                                             White
## 42358                                                                             White
## 42359                                                  American Indian or Alaska Native
## 42422                                                                             White
## 42451                                                                             White
## 42454                                                                             White
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                                             White
## 42584                                                                             White
## 42676                                                                             White
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                                             White
## 42794                                                                             White
## 42825 Information not provided by applicant in mail, Internet, or telephone application
## 42826                                                                             White
## 42858                                                         Black or African American
## 42892                                                                             White
## 42916                                                                             Asian
## 42920                                                                             White
## 42925                                                                             White
## 43000                                                                             White
## 43021                                                                             White
## 43060                                                                             White
## 43066                                                                             White
## 43072 Information not provided by applicant in mail, Internet, or telephone application
## 43092                                                                             White
## 43102                                                                             White
## 43107                                                                             White
## 43126                                                                             White
## 43128                                                                             Asian
## 43143                                                                             White
## 43151                                                                             White
## 43155                                                                             Asian
## 43209                                                                             White
## 43210 Information not provided by applicant in mail, Internet, or telephone application
## 43379                                                                             White
## 43396                                                                             Asian
## 43401                                                                             White
## 43440                                                                             White
## 43470                                                                             White
## 43485 Information not provided by applicant in mail, Internet, or telephone application
## 43521                                                                             Asian
## 43524                                                                             White
## 43530                                                                             White
## 43548                                                                             White
## 43554                                                                             White
## 43557                                                                             White
## 43575                                                                             White
## 43578                                                                             White
## 43584                                                                             White
## 43626                                                                             White
## 43638                                                                             White
## 43710                                                                             White
## 43720                                                         Black or African American
## 43726 Information not provided by applicant in mail, Internet, or telephone application
## 43754                                                                             White
## 43930                                                                             White
## 43952                                                                             White
## 43983                                                                             White
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                                             White
## 44044                                                         Black or African American
## 44054                                                                             White
## 44068                                                                             White
## 44110                                                                             White
## 44169 Information not provided by applicant in mail, Internet, or telephone application
## 44225                                                                             White
## 44251                                                                             White
## 44256                                                                             White
## 44268                                                                             White
## 44286                                                                             White
## 44298                                                                             White
## 44308                                                                             White
## 44316                                                                             White
## 44321                                                                    Not applicable
## 44325 Information not provided by applicant in mail, Internet, or telephone application
## 44331                                                                             White
## 44358                                                                             White
## 44364                                                                             White
## 44376                                                                             White
## 44382                                                                             White
## 44388                                                                             White
## 44400                                                                             White
## 44412                                                                             White
## 44418                                                                             White
## 44424                                                                             White
## 44432                                                                             White
## 44436                                                                             White
## 44438                                                                             White
## 44448                                                                             White
## 44454                                                                             White
## 44464                                                                             White
## 44474                                                                             White
## 44510                                                                    Not applicable
## 44520                                                                             White
## 44537                                                                             White
## 44538                                                                             White
## 44566                                                                             Asian
## 44599                                                                             White
## 44625 Information not provided by applicant in mail, Internet, or telephone application
## 44639                                                                             White
## 44646                                                                             White
## 44648                                                                             White
## 44652                                                                             White
## 44694                                                                             White
## 44698                                                                             White
## 44715 Information not provided by applicant in mail, Internet, or telephone application
## 44746                                                                             White
## 44747                                                                             Asian
## 44785                                                                             White
## 44801                                                                             White
## 44848                                                                             White
## 44879                                                                             Asian
## 44938                                                                             White
## 45003                                                                             Asian
## 45100                                                                             White
## 45108                                                                             Asian
## 45153 Information not provided by applicant in mail, Internet, or telephone application
## 45171 Information not provided by applicant in mail, Internet, or telephone application
## 45205                                                                             White
## 45339                                                                             Asian
## 45351                                                                             White
## 45361                                                                             White
## 45386                                                                             White
## 45434                                                                             White
## 45443                                                                             White
## 45452                                                                             White
## 45482                                                                             White
## 45486                                                                             Asian
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                                             White
## 45633                                                                             Asian
## 45641                                                                             Asian
## 45646                                                                             White
## 45660                                                                             White
## 45676                                                                             White
## 45690                                                                             White
## 45714                                                                             White
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741 Information not provided by applicant in mail, Internet, or telephone application
## 45778                                                                             White
## 45877                                                                             White
## 45928                                                                             Asian
## 45975                                                  American Indian or Alaska Native
## 46035                                                                             White
## 46093                                                                             White
## 46137 Information not provided by applicant in mail, Internet, or telephone application
## 46144                                                                             White
## 46228                                                                             White
## 46229                                                                             Asian
## 46251                                                                             Asian
## 46269 Information not provided by applicant in mail, Internet, or telephone application
## 46275                                                                             White
## 46311 Information not provided by applicant in mail, Internet, or telephone application
## 46455                                                                             Asian
## 46472                                                                             White
## 46498                                                                             White
## 46608                                                                             White
## 46624                                                                             White
## 46654                                                                             White
## 46659 Information not provided by applicant in mail, Internet, or telephone application
## 46707                                                                             White
## 46717                                                                             Asian
## 46743                                                                             White
## 46751                                                                             White
## 46763                                                                             White
## 46786                                                                             White
## 46809                                                                             White
## 46869                                                                             White
## 46890                                                                             White
## 46936                                                                             White
## 46938                                                                             White
## 46959                                                                             White
## 47030                                                                             White
## 47040                                                                             White
## 47092                                                                             White
## 47115                                                                             White
## 47187                                                                             White
## 47261                                                                             Asian
## 47343                                                                             White
## 47356                                                                             White
## 47445                                                                             White
## 47517 Information not provided by applicant in mail, Internet, or telephone application
## 47556                                                                             White
## 47568                                                                             White
## 47574                                                                             White
## 47584                                                                             White
## 47606                                                                             White
## 47610                                                                             Asian
## 47616                                                                             White
## 47644                                                                             White
## 47646                                                                             White
## 47683 Information not provided by applicant in mail, Internet, or telephone application
## 47706                                                                             White
## 47713                                                                             Asian
## 47718                                                                             White
## 47724                                                                             White
## 47736                                                                             White
## 47742                                                                             White
## 47755                                                                             Asian
## 47756                                                         Black or African American
## 47777                                                                             White
## 47778                                                                             White
## 47784                                                                             Asian
## 47796                                                                             White
## 47805                                                                             White
## 47824                                                                             White
## 47839                                                                             White
## 47844                                                                             White
## 47875                                                                             White
## 47899                                                                             White
## 47929                                                                             Asian
## 47955                                                                             White
## 47975                                                                             White
## 47983                                                                             White
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                                             White
## 48095                                                                             White
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                                             White
## 48204                                                                             White
## 48225                                                                             White
## 48288                                                                             White
## 48295                                                                             White
## 48315 Information not provided by applicant in mail, Internet, or telephone application
## 48316                                                                             White
## 48317                                                                             White
## 48339 Information not provided by applicant in mail, Internet, or telephone application
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                                             White
## 48532                                                                             White
## 48553                                                                             Asian
## 48586                                                                             White
## 48682                                                                             White
## 48743                                                                             White
## 48748                                                                             White
## 48759 Information not provided by applicant in mail, Internet, or telephone application
## 48766                                                         Black or African American
## 48778 Information not provided by applicant in mail, Internet, or telephone application
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                                             Asian
## 48799 Information not provided by applicant in mail, Internet, or telephone application
## 48811                                                                    Not applicable
## 48814 Information not provided by applicant in mail, Internet, or telephone application
## 48834                                                                             Asian
## 48844                                                                             Asian
## 48988                                                                             White
## 49015                                                                             White
## 49045                                                  American Indian or Alaska Native
## 49054 Information not provided by applicant in mail, Internet, or telephone application
## 49055                                                                             White
## 49069                                                                             White
## 49091                                                                             White
## 49146                                                                             White
## 49161                                                                             White
## 49165                                                                             White
## 49177                                                                             White
## 49222                                                                             White
## 49229                                                                             Asian
## 49235                                                                             White
## 49243 Information not provided by applicant in mail, Internet, or telephone application
## 49253                                                                             White
## 49297 Information not provided by applicant in mail, Internet, or telephone application
## 49389                                                                             White
## 49398                                                                             White
## 49416                                                                             Asian
## 49419                                                                             Asian
## 49425                                                                             White
## 49431 Information not provided by applicant in mail, Internet, or telephone application
## 49452                                                                             Asian
## 49469                                                                             White
## 49498                                                                             White
## 49559                                                                             Asian
## 49576                                                                             White
## 49589                                                                             White
## 49594 Information not provided by applicant in mail, Internet, or telephone application
## 49602                                                                             White
## 49685                                                                             White
## 49705                                                                             White
## 49717                                                                             White
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763 Information not provided by applicant in mail, Internet, or telephone application
## 49769                                                                             White
## 49771                                                                             White
## 49779                                                                             White
## 49785                                                                             White
## 49877                                                                             Asian
## 49923                                                                             White
## 49924                                                                             White
## 49926                                                                             White
## 50012                                                                             White
## 50047                                                                             White
## 50055                                                                             White
## 50060                                                                             White
## 50062                                                                             White
## 50079                                                                             White
## 50092                                                                             White
## 50098                                                                             White
## 50105                                                                             White
## 50124                                                                             Asian
## 50130                                                                             White
## 50142                                                                             Asian
## 50145                                                                             White
## 50148                                                                             Asian
## 50158                                                                             White
## 50160                                                                             White
## 50166                                                                             White
## 50172                                                                             Asian
## 50200                                                                             White
## 50220                                                                             Asian
## 50224                                                                             White
## 50227                                                                             White
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                                             White
## 50352                                                                             White
## 50358                                                                             White
## 50364                                                                             White
## 50371                                                                             Asian
## 50376                                                                             White
## 50377                                                                             Asian
## 50382                                                                             White
## 50385                                                                             White
## 50394                                                                             White
## 50400                                                                             White
## 50412                                                                             White
## 50424                                                                             Asian
## 50443                                                                    Not applicable
## 50454                                                                             White
## 50469                                                                             White
## 50472                                                                             White
## 50481                                                                             White
## 50484                                                                             Asian
## 50490                                                                             White
## 50495                                                                             White
## 50502                                                                             White
## 50526                                                                             White
## 50538                                                                             White
## 50556                                                                             White
## 50573                                                                             Asian
## 50574                                                                             White
## 50580                                                                             White
## 50586                                                                             White
## 50598                                                                             White
## 50604                                                                             White
## 50610                                                                             White
## 50622                                                                             White
## 50633                                                                             White
## 50634                                                                             White
## 50646                                                                             White
## 50658                                                                             White
## 50659                                                                             Asian
## 50668                                                                             White
## 50682                                                                             White
## 50736                                                                             White
## 50743                                                                             Asian
## 50748                                                                             White
## 50760                                                                             White
## 50772                                                                             White
## 50808                                                                             White
## 50815                                                                             White
## 50862                                                                             White
##                                                                      applicant_sex_name
## 1     Information not provided by applicant in mail, Internet, or telephone application
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9                                                                                  Male
## 37                                                                               Female
## 51                                                                                 Male
## 87                                                                               Female
## 112                                                                                Male
## 154                                                                                Male
## 171                                                                                Male
## 177   Information not provided by applicant in mail, Internet, or telephone application
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                                                Male
## 250                                                                              Female
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                                                Male
## 334                                                                                Male
## 336                                                                              Female
## 361                                                                                Male
## 399   Information not provided by applicant in mail, Internet, or telephone application
## 454                                                                                Male
## 458                                                                              Female
## 472                                                                                Male
## 482                                                                                Male
## 515                                                                                Male
## 544                                                                      Not applicable
## 555   Information not provided by applicant in mail, Internet, or telephone application
## 628                                                                              Female
## 639                                                                                Male
## 652                                                                                Male
## 676                                                                                Male
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693   Information not provided by applicant in mail, Internet, or telephone application
## 697   Information not provided by applicant in mail, Internet, or telephone application
## 711   Information not provided by applicant in mail, Internet, or telephone application
## 712                                                                              Female
## 723                                                                                Male
## 728                                                                                Male
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                                                Male
## 769   Information not provided by applicant in mail, Internet, or telephone application
## 790                                                                                Male
## 795                                                                                Male
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                                              Female
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850                                                                                Male
## 856                                                                              Female
## 886                                                                              Female
## 888                                                                              Female
## 916                                                                                Male
## 933                                                                                Male
## 952                                                                                Male
## 976   Information not provided by applicant in mail, Internet, or telephone application
## 988                                                                              Female
## 1000  Information not provided by applicant in mail, Internet, or telephone application
## 1004                                                                               Male
## 1006                                                                               Male
## 1024                                                                               Male
## 1051                                                                               Male
## 1059                                                                               Male
## 1084  Information not provided by applicant in mail, Internet, or telephone application
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                                               Male
## 1131                                                                               Male
## 1133                                                                               Male
## 1168                                                                             Female
## 1186                                                                               Male
## 1192                                                                               Male
## 1204                                                                               Male
## 1214                                                                               Male
## 1294                                                                               Male
## 1306                                                                               Male
## 1307                                                                               Male
## 1311                                                                               Male
## 1327                                                                               Male
## 1353                                                                               Male
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                                               Male
## 1390                                                                               Male
## 1395                                                                               Male
## 1461                                                                               Male
## 1486                                                                             Female
## 1491  Information not provided by applicant in mail, Internet, or telephone application
## 1498                                                                               Male
## 1510  Information not provided by applicant in mail, Internet, or telephone application
## 1533                                                                               Male
## 1578                                                                               Male
## 1588  Information not provided by applicant in mail, Internet, or telephone application
## 1594  Information not provided by applicant in mail, Internet, or telephone application
## 1612                                                                               Male
## 1623                                                                             Female
## 1636                                                                             Female
## 1647                                                                               Male
## 1660                                                                               Male
## 1679                                                                             Female
## 1702                                                                             Female
## 1725                                                                               Male
## 1731                                                                               Male
## 1737                                                                               Male
## 1756                                                                             Female
## 1761                                                                               Male
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                                               Male
## 1798                                                                               Male
## 1803                                                                             Female
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                                               Male
## 1839  Information not provided by applicant in mail, Internet, or telephone application
## 1892                                                                             Female
## 1898                                                                               Male
## 1906                                                                               Male
## 1910                                                                               Male
## 1916                                                                               Male
## 1924                                                                               Male
## 1936                                                                               Male
## 1953                                                                               Male
## 1954                                                                               Male
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                                               Male
## 1983                                                                               Male
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050                                                                             Female
## 2055                                                                               Male
## 2110                                                                               Male
## 2164                                                                               Male
## 2187                                                                               Male
## 2194                                                                               Male
## 2218                                                                               Male
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                                               Male
## 2290                                                                             Female
## 2318                                                                             Female
## 2332                                                                             Female
## 2335                                                                               Male
## 2343                                                                               Male
## 2349                                                                               Male
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                                               Male
## 2380                                                                             Female
## 2386                                                                               Male
## 2410  Information not provided by applicant in mail, Internet, or telephone application
## 2440                                                                               Male
## 2451                                                                               Male
## 2487                                                                               Male
## 2491                                                                               Male
## 2505                                                                               Male
## 2516                                                                             Female
## 2523                                                                               Male
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                                               Male
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                                             Female
## 2566                                                                               Male
## 2590                                                                             Female
## 2625  Information not provided by applicant in mail, Internet, or telephone application
## 2626                                                                               Male
## 2643                                                                               Male
## 2656                                                                               Male
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                                             Female
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747  Information not provided by applicant in mail, Internet, or telephone application
## 2774                                                                               Male
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                               Male
## 2806                                                                               Male
## 2818                                                                               Male
## 2836                                                                               Male
## 2860                                                                               Male
## 2872                                                                               Male
## 2884                                                                             Female
## 2890                                                                               Male
## 2900                                                                               Male
## 2902  Information not provided by applicant in mail, Internet, or telephone application
## 2949                                                                               Male
## 2951                                                                             Female
## 2956                                                                               Male
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                                             Female
## 3053                                                                               Male
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                                               Male
## 3123                                                                               Male
## 3166                                                                               Male
## 3213  Information not provided by applicant in mail, Internet, or telephone application
## 3232                                                                             Female
## 3247  Information not provided by applicant in mail, Internet, or telephone application
## 3267  Information not provided by applicant in mail, Internet, or telephone application
## 3274                                                                               Male
## 3280                                                                               Male
## 3286                                                                               Male
## 3292                                                                               Male
## 3334                                                                               Male
## 3339                                                                             Female
## 3380                                                                               Male
## 3381  Information not provided by applicant in mail, Internet, or telephone application
## 3387                                                                               Male
## 3429                                                                               Male
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                                               Male
## 3470                                                                               Male
## 3495                                                                               Male
## 3520                                                                               Male
## 3542                                                                               Male
## 3544                                                                             Female
## 3575                                                                             Female
## 3580                                                                             Female
## 3586                                                                               Male
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592                                                                               Male
## 3615                                                                             Female
## 3630                                                                               Male
## 3660                                                                               Male
## 3664                                                                               Male
## 3690                                                                             Female
## 3736  Information not provided by applicant in mail, Internet, or telephone application
## 3743                                                                             Female
## 3749  Information not provided by applicant in mail, Internet, or telephone application
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                                             Female
## 3790                                                                               Male
## 3796                                                                               Male
## 3797                                                                               Male
## 3837                                                                               Male
## 3862                                                                             Female
## 3874                                                                               Male
## 3887                                                                               Male
## 3899                                                                               Male
## 3904                                                                               Male
## 3921                                                                               Male
## 3922                                                                               Male
## 3934                                                                             Female
## 3975                                                                             Female
## 3982                                                                               Male
## 4018                                                                             Female
## 4054                                                                               Male
## 4072                                                                               Male
## 4108                                                                               Male
## 4126                                                                               Male
## 4174                                                                               Male
## 4178                                                                             Female
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                                               Male
## 4233                                                                               Male
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251                                                                             Female
## 4253                                                                               Male
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                                               Male
## 4276                                                                             Female
## 4283                                                                               Male
## 4293                                                                               Male
## 4295                                                                               Male
## 4299                                                                               Male
## 4301                                                                               Male
## 4305                                                                               Male
## 4306                                                                             Female
## 4310                                                                               Male
## 4319                                                                               Male
## 4325                                                                               Male
## 4330  Information not provided by applicant in mail, Internet, or telephone application
## 4331                                                                               Male
## 4341                                                                               Male
## 4345                                                                               Male
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                                             Female
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371                                                                               Male
## 4375                                                                               Male
## 4378                                                                               Male
## 4388                                                                               Male
## 4402                                                                               Male
## 4408                                                                               Male
## 4415                                                                               Male
## 4433                                                                               Male
## 4438                                                                             Female
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                                               Male
## 4527                                                                               Male
## 4528                                                                             Female
## 4534  Information not provided by applicant in mail, Internet, or telephone application
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558                                                                               Male
## 4560                                                                               Male
## 4582                                                                               Male
## 4597                                                                               Male
## 4606                                                                               Male
## 4621                                                                               Male
## 4627                                                                               Male
## 4650                                                                               Male
## 4662                                                                               Male
## 4672                                                                               Male
## 4701                                                                             Female
## 4737                                                                               Male
## 4743                                                                             Female
## 4756                                                                               Male
## 4762                                                                               Male
## 4771                                                                             Female
## 4776                                                                               Male
## 4785                                                                             Female
## 4791                                                                               Male
## 4792                                                                               Male
## 4811                                                                               Male
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823                                                                               Male
## 4848                                                                               Male
## 4849                                                                               Male
## 4852                                                                               Male
## 4859                                                                               Male
## 4866                                                                               Male
## 4869                                                                               Male
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                                               Male
## 4899                                                                               Male
## 4912                                                                               Male
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                                               Male
## 4942                                                                               Male
## 4944                                                                               Male
## 4945                                                                               Male
## 4946                                                                               Male
## 4947                                                                               Male
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                                               Male
## 4978                                                                             Female
## 4980                                                                               Male
## 4987                                                                               Male
## 5008                                                                               Male
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042  Information not provided by applicant in mail, Internet, or telephone application
## 5071                                                                               Male
## 5073  Information not provided by applicant in mail, Internet, or telephone application
## 5080                                                                             Female
## 5105                                                                             Female
## 5110                                                                               Male
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133  Information not provided by applicant in mail, Internet, or telephone application
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158  Information not provided by applicant in mail, Internet, or telephone application
## 5200  Information not provided by applicant in mail, Internet, or telephone application
## 5202                                                                               Male
## 5218                                                                     Not applicable
## 5229                                                                               Male
## 5253                                                                               Male
## 5260                                                                               Male
## 5272                                                                               Male
## 5280                                                                               Male
## 5302                                                                               Male
## 5331  Information not provided by applicant in mail, Internet, or telephone application
## 5335                                                                               Male
## 5374                                                                               Male
## 5398                                                                               Male
## 5403                                                                               Male
## 5434                                                                               Male
## 5439                                                                               Male
## 5443  Information not provided by applicant in mail, Internet, or telephone application
## 5445                                                                               Male
## 5451  Information not provided by applicant in mail, Internet, or telephone application
## 5458                                                                               Male
## 5463                                                                               Male
## 5481                                                                             Female
## 5500                                                                             Female
## 5524                                                                             Female
## 5529  Information not provided by applicant in mail, Internet, or telephone application
## 5541  Information not provided by applicant in mail, Internet, or telephone application
## 5548                                                                     Not applicable
## 5551                                                                               Male
## 5560                                                                               Male
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578                                                                               Male
## 5581                                                                               Male
## 5587                                                                             Female
## 5606                                                                             Female
## 5620                                                                               Male
## 5631                                                                             Female
## 5633                                                                               Male
## 5637                                                                             Female
## 5644                                                                               Male
## 5645                                                                               Male
## 5659                                                                               Male
## 5665                                                                               Male
## 5667                                                                               Male
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691  Information not provided by applicant in mail, Internet, or telephone application
## 5692  Information not provided by applicant in mail, Internet, or telephone application
## 5697                                                                               Male
## 5700                                                                               Male
## 5710                                                                               Male
## 5711                                                                               Male
## 5722                                                                             Female
## 5727                                                                               Male
## 5733  Information not provided by applicant in mail, Internet, or telephone application
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                                             Female
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786                                                                               Male
## 5795                                                                               Male
## 5807                                                                               Male
## 5810                                                                               Male
## 5821                                                                             Female
## 5824                                                                               Male
## 5860                                                                               Male
## 5878                                                                               Male
## 5956                                                                             Female
## 5974                                                                               Male
## 5980                                                                               Male
## 5986                                                                               Male
## 5988                                                                               Male
## 5991  Information not provided by applicant in mail, Internet, or telephone application
## 6004                                                                             Female
## 6030                                                                               Male
## 6042                                                                               Male
## 6051                                                                               Male
## 6058                                                                               Male
## 6070                                                                               Male
## 6075                                                                             Female
## 6083                                                                               Male
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088  Information not provided by applicant in mail, Internet, or telephone application
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                                               Male
## 6110                                                                               Male
## 6142                                                                               Male
## 6178                                                                               Male
## 6184                                                                               Male
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                                               Male
## 6207                                                                             Female
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226  Information not provided by applicant in mail, Internet, or telephone application
## 6237                                                                               Male
## 6244                                                                               Male
## 6256  Information not provided by applicant in mail, Internet, or telephone application
## 6328                                                                               Male
## 6334  Information not provided by applicant in mail, Internet, or telephone application
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355                                                                               Male
## 6358                                                                               Male
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376                                                                             Female
## 6379                                                                               Male
## 6385                                                                               Male
## 6399                                                                               Male
## 6401                                                                               Male
## 6413                                                                               Male
## 6421                                                                             Female
## 6425                                                                               Male
## 6431                                                                             Female
## 6438                                                                             Female
## 6459                                                                               Male
## 6464                                                                               Male
## 6467  Information not provided by applicant in mail, Internet, or telephone application
## 6485                                                                               Male
## 6492                                                                               Male
## 6495                                                                               Male
## 6503                                                                             Female
## 6512                                                                               Male
## 6517                                                                             Female
## 6525                                                                               Male
## 6526                                                                               Male
## 6533                                                                               Male
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                                               Male
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556                                                                               Male
## 6575                                                                             Female
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595                                                                               Male
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                                             Female
## 6609                                                                               Male
## 6615                                                                               Male
## 6620                                                                               Male
## 6628  Information not provided by applicant in mail, Internet, or telephone application
## 6634                                                                               Male
## 6641                                                                               Male
## 6663                                                                               Male
## 6689                                                                               Male
## 6696                                                                               Male
## 6705                                                                             Female
## 6726                                                                               Male
## 6730                                                                               Male
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                                               Male
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                                               Male
## 6805                                                                             Female
## 6819                                                                               Male
## 6826                                                                             Female
## 6844                                                                               Male
## 6862  Information not provided by applicant in mail, Internet, or telephone application
## 6865  Information not provided by applicant in mail, Internet, or telephone application
## 6871  Information not provided by applicant in mail, Internet, or telephone application
## 6886                                                                               Male
## 6892                                                                             Female
## 6906                                                                             Female
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                                               Male
## 6927                                                                               Male
## 6928                                                                               Male
## 6943                                                                             Female
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                                               Male
## 6973                                                                             Female
## 7012                                                                               Male
## 7021                                                                               Male
## 7024                                                                               Male
## 7031                                                                             Female
## 7033                                                                               Male
## 7034  Information not provided by applicant in mail, Internet, or telephone application
## 7035                                                                               Male
## 7036                                                                               Male
## 7045  Information not provided by applicant in mail, Internet, or telephone application
## 7066                                                                               Male
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                                               Male
## 7087                                                                               Male
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                                               Male
## 7120                                                                               Male
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                                               Male
## 7168                                                                               Male
## 7171                                                                               Male
## 7175                                                                               Male
## 7180                                                                               Male
## 7183                                                                               Male
## 7189                                                                               Male
## 7196                                                                               Male
## 7197                                                                             Female
## 7198                                                                               Male
## 7207                                                                             Female
## 7215                                                                               Male
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                                               Male
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233                                                                               Male
## 7237  Information not provided by applicant in mail, Internet, or telephone application
## 7239                                                                               Male
## 7240                                                                               Male
## 7251                                                                               Male
## 7252                                                                               Male
## 7255                                                                               Male
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                                               Male
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303                                                                               Male
## 7306                                                                               Male
## 7318                                                                               Male
## 7319                                                                               Male
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                                               Male
## 7381                                                                               Male
## 7387                                                                               Male
## 7388                                                                               Male
## 7393                                                                               Male
## 7402                                                                               Male
## 7403  Information not provided by applicant in mail, Internet, or telephone application
## 7405                                                                               Male
## 7411  Information not provided by applicant in mail, Internet, or telephone application
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                                             Female
## 7457  Information not provided by applicant in mail, Internet, or telephone application
## 7469                                                                               Male
## 7498  Information not provided by applicant in mail, Internet, or telephone application
## 7516  Information not provided by applicant in mail, Internet, or telephone application
## 7522                                                                             Female
## 7530                                                                               Male
## 7531                                                                               Male
## 7540                                                                             Female
## 7541                                                                             Female
## 7547                                                                               Male
## 7568                                                                               Male
## 7577                                                                               Male
## 7578                                                                               Male
## 7579                                                                             Female
## 7588                                                                             Female
## 7591  Information not provided by applicant in mail, Internet, or telephone application
## 7594                                                                               Male
## 7601                                                                               Male
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607                                                                               Male
## 7612                                                                               Male
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                                               Male
## 7637  Information not provided by applicant in mail, Internet, or telephone application
## 7641                                                                             Female
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664                                                                               Male
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                                               Male
## 7677                                                                               Male
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                                               Male
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                                               Male
## 7786                                                                             Female
## 7805                                                                               Male
## 7809                                                                               Male
## 7816                                                                             Female
## 7817                                                                               Male
## 7828                                                                             Female
## 7829                                                                               Male
## 7846                                                                               Male
## 7856  Information not provided by applicant in mail, Internet, or telephone application
## 7864                                                                               Male
## 7894                                                                               Male
## 7909                                                                             Female
## 7915  Information not provided by applicant in mail, Internet, or telephone application
## 7940                                                                               Male
## 7966                                                                               Male
## 7991                                                                               Male
## 7996                                                                               Male
## 8007                                                                               Male
## 8015                                                                               Male
## 8035                                                                               Male
## 8038                                                                               Male
## 8042                                                                               Male
## 8044                                                                               Male
## 8056                                                                             Female
## 8081                                                                               Male
## 8086                                                                             Female
## 8104  Information not provided by applicant in mail, Internet, or telephone application
## 8122                                                                               Male
## 8150                                                                               Male
## 8152                                                                               Male
## 8206                                                                             Female
## 8210                                                                               Male
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266                                                                             Female
## 8267                                                                               Male
## 8272                                                                               Male
## 8282                                                                               Male
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                                             Female
## 8344                                                                             Female
## 8353                                                                               Male
## 8359                                                                               Male
## 8374                                                                               Male
## 8398                                                                               Male
## 8401                                                                               Male
## 8404                                                                             Female
## 8439                                                                               Male
## 8489                                                                               Male
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                                               Male
## 8542                                                                               Male
## 8545                                                                               Male
## 8561                                                                               Male
## 8596                                                                               Male
## 8614  Information not provided by applicant in mail, Internet, or telephone application
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                                               Male
## 8669                                                                               Male
## 8686                                                                               Male
## 8692                                                                               Male
## 8697  Information not provided by applicant in mail, Internet, or telephone application
## 8698                                                                             Female
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                                               Male
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                                               Male
## 8783                                                                               Male
## 8788                                                                             Female
## 8797                                                                             Female
## 8806                                                                               Male
## 8812                                                                               Male
## 8818                                                                               Male
## 8821                                                                               Male
## 8896                                                                               Male
## 8932                                                                               Male
## 9004                                                                               Male
## 9022                                                                               Male
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                                               Male
## 9052                                                                               Male
## 9058                                                                               Male
## 9082                                                                               Male
## 9088                                                                               Male
## 9113                                                                             Female
## 9119  Information not provided by applicant in mail, Internet, or telephone application
## 9141                                                                               Male
## 9148                                                                               Male
## 9149  Information not provided by applicant in mail, Internet, or telephone application
## 9155                                                                               Male
## 9160                                                                               Male
## 9181                                                                               Male
## 9184                                                                               Male
## 9191                                                                               Male
## 9196                                                                               Male
## 9197  Information not provided by applicant in mail, Internet, or telephone application
## 9199                                                                               Male
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205  Information not provided by applicant in mail, Internet, or telephone application
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247                                                                               Male
## 9253                                                                               Male
## 9256                                                                               Male
## 9271                                                                             Female
## 9279                                                                               Male
## 9280                                                                               Male
## 9289                                                                               Male
## 9295                                                                               Male
## 9317                                                                               Male
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                                               Male
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359                                                                               Male
## 9361  Information not provided by applicant in mail, Internet, or telephone application
## 9365                                                                               Male
## 9371                                                                               Male
## 9376                                                                               Male
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                                               Male
## 9429                                                                               Male
## 9436                                                                               Male
## 9484                                                                               Male
## 9496                                                                             Female
## 9502                                                                               Male
## 9526                                                                             Female
## 9532                                                                               Male
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                                             Female
## 9563                                                                             Female
## 9574                                                                               Male
## 9580                                                                               Male
## 9586                                                                             Female
## 9625                                                                               Male
## 9641  Information not provided by applicant in mail, Internet, or telephone application
## 9646                                                                             Female
## 9655  Information not provided by applicant in mail, Internet, or telephone application
## 9658                                                                               Male
## 9661                                                                               Male
## 9688  Information not provided by applicant in mail, Internet, or telephone application
## 9700                                                                               Male
## 9701                                                                             Female
## 9707                                                                               Male
## 9713  Information not provided by applicant in mail, Internet, or telephone application
## 9717                                                                               Male
## 9732                                                                               Male
## 9754                                                                               Male
## 9756                                                                               Male
## 9768                                                                               Male
## 9773                                                                             Female
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                                               Male
## 9865                                                                               Male
## 9880                                                                               Male
## 9882                                                                               Male
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                                               Male
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913                                                                               Male
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940                                                                               Male
## 9955                                                                               Male
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                                               Male
## 9971  Information not provided by applicant in mail, Internet, or telephone application
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024 Information not provided by applicant in mail, Internet, or telephone application
## 10048                                                                              Male
## 10054                                                                              Male
## 10078                                                                              Male
## 10114                                                                              Male
## 10123                                                                            Female
## 10128                                                                              Male
## 10145                                                                              Male
## 10152                                                                              Male
## 10176                                                                              Male
## 10188                                                                            Female
## 10193                                                                              Male
## 10222                                                                              Male
## 10234                                                                    Not applicable
## 10253                                                                              Male
## 10273                                                                              Male
## 10280                                                                              Male
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297 Information not provided by applicant in mail, Internet, or telephone application
## 10303                                                                              Male
## 10306                                                                              Male
## 10312                                                                              Male
## 10318                                                                            Female
## 10369                                                                              Male
## 10379                                                                              Male
## 10388                                                                              Male
## 10390 Information not provided by applicant in mail, Internet, or telephone application
## 10420                                                                              Male
## 10467                                                                              Male
## 10486                                                                              Male
## 10515                                                                    Not applicable
## 10531                                                                              Male
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                                              Male
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                                              Male
## 10541                                                                              Male
## 10551                                                                              Male
## 10554                                                                              Male
## 10566                                                                              Male
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                                              Male
## 10591                                                                              Male
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                                              Male
## 10623                                                                            Female
## 10631                                                                              Male
## 10637                                                                              Male
## 10641                                                                              Male
## 10648                                                                              Male
## 10663                                                                              Male
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711 Information not provided by applicant in mail, Internet, or telephone application
## 10747 Information not provided by applicant in mail, Internet, or telephone application
## 10759                                                                              Male
## 10781                                                                              Male
## 10789 Information not provided by applicant in mail, Internet, or telephone application
## 10795                                                                              Male
## 10804                                                                              Male
## 10805 Information not provided by applicant in mail, Internet, or telephone application
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                                              Male
## 10852                                                                              Male
## 10853                                                                              Male
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892                                                                            Female
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                                              Male
## 10919                                                                              Male
## 10924                                                                              Male
## 10939 Information not provided by applicant in mail, Internet, or telephone application
## 10945                                                                              Male
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023 Information not provided by applicant in mail, Internet, or telephone application
## 11026                                                                              Male
## 11044 Information not provided by applicant in mail, Internet, or telephone application
## 11053                                                                            Female
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                                              Male
## 11065                                                                              Male
## 11068                                                                              Male
## 11071                                                                              Male
## 11074                                                                            Female
## 11095                                                                              Male
## 11098                                                                              Male
## 11099                                                                    Not applicable
## 11102                                                                              Male
## 11111                                                                              Male
## 11119                                                                              Male
## 11151                                                                              Male
## 11165                                                                              Male
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185                                                                              Male
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215                                                                            Female
## 11224                                                                              Male
## 11230                                                                              Male
## 11242                                                                              Male
## 11253                                                                              Male
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                                              Male
## 11291                                                                              Male
## 11297                                                                              Male
## 11302                                                                            Female
## 11309                                                                              Male
## 11318                                                                              Male
## 11329                                                                              Male
## 11341                                                                              Male
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                                            Female
## 11372                                                                              Male
## 11389                                                                              Male
## 11395                                                                              Male
## 11404                                                                              Male
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                                              Male
## 11415                                                                              Male
## 11425                                                                              Male
## 11452                                                                              Male
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                                            Female
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                                              Male
## 11499 Information not provided by applicant in mail, Internet, or telephone application
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533                                                                            Female
## 11536 Information not provided by applicant in mail, Internet, or telephone application
## 11551                                                                            Female
## 11560                                                                            Female
## 11562                                                                              Male
## 11576                                                                              Male
## 11581                                                                              Male
## 11593 Information not provided by applicant in mail, Internet, or telephone application
## 11596                                                                            Female
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                                            Female
## 11611                                                                              Male
## 11620                                                                              Male
## 11629                                                                              Male
## 11638                                                                              Male
## 11650                                                                              Male
## 11656                                                                              Male
## 11684                                                                              Male
## 11704                                                                              Male
## 11708                                                                              Male
## 11710 Information not provided by applicant in mail, Internet, or telephone application
## 11714                                                                              Male
## 11725                                                                              Male
## 11749                                                                              Male
## 11761                                                                              Male
## 11764                                                                              Male
## 11767                                                                              Male
## 11769                                                                            Female
## 11773 Information not provided by applicant in mail, Internet, or telephone application
## 11794                                                                            Female
## 11797                                                                            Female
## 11802                                                                              Male
## 11807                                                                              Male
## 11809                                                                            Female
## 11810                                                                              Male
## 11825                                                                              Male
## 11830                                                                              Male
## 11839                                                                              Male
## 11854                                                                              Male
## 11869 Information not provided by applicant in mail, Internet, or telephone application
## 11893                                                                              Male
## 11927                                                                              Male
## 11929                                                                            Female
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                                              Male
## 11950                                                                              Male
## 11951                                                                              Male
## 11958                                                                              Male
## 11983 Information not provided by applicant in mail, Internet, or telephone application
## 12013                                                                              Male
## 12014                                                                              Male
## 12019                                                                              Male
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033 Information not provided by applicant in mail, Internet, or telephone application
## 12035                                                                              Male
## 12041                                                                              Male
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                                            Female
## 12091                                                                              Male
## 12092 Information not provided by applicant in mail, Internet, or telephone application
## 12101                                                                              Male
## 12113 Information not provided by applicant in mail, Internet, or telephone application
## 12121                                                                              Male
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                                              Male
## 12131                                                                              Male
## 12133                                                                              Male
## 12139                                                                              Male
## 12145                                                                              Male
## 12168                                                                              Male
## 12169 Information not provided by applicant in mail, Internet, or telephone application
## 12187                                                                            Female
## 12194 Information not provided by applicant in mail, Internet, or telephone application
## 12199                                                                            Female
## 12232                                                                              Male
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250                                                                            Female
## 12253                                                                            Female
## 12271                                                                              Male
## 12293 Information not provided by applicant in mail, Internet, or telephone application
## 12295 Information not provided by applicant in mail, Internet, or telephone application
## 12301                                                                              Male
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                                              Male
## 12343                                                                              Male
## 12347                                                                              Male
## 12371                                                                              Male
## 12376 Information not provided by applicant in mail, Internet, or telephone application
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                                              Male
## 12397                                                                            Female
## 12406                                                                              Male
## 12418                                                                              Male
## 12421                                                                            Female
## 12424 Information not provided by applicant in mail, Internet, or telephone application
## 12427                                                                              Male
## 12445 Information not provided by applicant in mail, Internet, or telephone application
## 12447                                                                              Male
## 12454                                                                              Male
## 12468                                                                              Male
## 12469                                                                              Male
## 12481                                                                            Female
## 12487                                                                              Male
## 12493 Information not provided by applicant in mail, Internet, or telephone application
## 12496                                                                              Male
## 12502                                                                              Male
## 12507                                                                              Male
## 12511 Information not provided by applicant in mail, Internet, or telephone application
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                                              Male
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                                            Female
## 12538                                                                            Female
## 12541                                                                              Male
## 12547                                                                              Male
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559                                                                              Male
## 12565 Information not provided by applicant in mail, Internet, or telephone application
## 12586                                                                            Female
## 12592                                                                            Female
## 12600                                                                              Male
## 12605                                                                              Male
## 12607                                                                              Male
## 12610 Information not provided by applicant in mail, Internet, or telephone application
## 12613 Information not provided by applicant in mail, Internet, or telephone application
## 12616                                                                            Female
## 12617                                                                              Male
## 12623                                                                            Female
## 12638                                                                              Male
## 12640                                                                              Male
## 12643                                                                              Male
## 12646                                                                              Male
## 12677                                                                              Male
## 12685                                                                              Male
## 12700                                                                            Female
## 12703 Information not provided by applicant in mail, Internet, or telephone application
## 12706                                                                              Male
## 12739                                                                              Male
## 12745 Information not provided by applicant in mail, Internet, or telephone application
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                                              Male
## 12823                                                                            Female
## 12826                                                                              Male
## 12833                                                                            Female
## 12835 Information not provided by applicant in mail, Internet, or telephone application
## 12842                                                                            Female
## 12847                                                                              Male
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                                            Female
## 12882                                                                              Male
## 12886                                                                              Male
## 12892                                                                              Male
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                                            Female
## 12940                                                                              Male
## 12946                                                                              Male
## 12958 Information not provided by applicant in mail, Internet, or telephone application
## 12981                                                                            Female
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                                              Male
## 13020                                                                              Male
## 13039                                                                              Male
## 13048                                                                              Male
## 13073                                                                            Female
## 13075                                                                              Male
## 13078                                                                              Male
## 13081                                                                              Male
## 13087 Information not provided by applicant in mail, Internet, or telephone application
## 13093 Information not provided by applicant in mail, Internet, or telephone application
## 13114                                                                              Male
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                                              Male
## 13141 Information not provided by applicant in mail, Internet, or telephone application
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                                              Male
## 13155                                                                              Male
## 13171                                                                              Male
## 13180                                                                              Male
## 13189                                                                              Male
## 13192                                                                              Male
## 13198                                                                    Not applicable
## 13207                                                                              Male
## 13209                                                                              Male
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                                              Male
## 13228                                                                              Male
## 13231                                                                            Female
## 13246 Information not provided by applicant in mail, Internet, or telephone application
## 13249                                                                              Male
## 13273                                                                              Male
## 13285                                                                            Female
## 13289                                                                            Female
## 13315                                                                              Male
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                                              Male
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                                              Male
## 13393                                                                              Male
## 13406                                                                              Male
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                                              Male
## 13414                                                                              Male
## 13420                                                                            Female
## 13421                                                                            Female
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                                            Female
## 13447                                                                              Male
## 13453                                                                              Male
## 13457 Information not provided by applicant in mail, Internet, or telephone application
## 13477                                                                              Male
## 13483                                                                              Male
## 13492                                                                            Female
## 13495                                                                              Male
## 13504                                                                              Male
## 13513                                                                            Female
## 13522 Information not provided by applicant in mail, Internet, or telephone application
## 13525                                                                              Male
## 13540                                                                              Male
## 13543                                                                              Male
## 13552                                                                              Male
## 13561 Information not provided by applicant in mail, Internet, or telephone application
## 13570                                                                              Male
## 13579                                                                              Male
## 13597 Information not provided by applicant in mail, Internet, or telephone application
## 13612                                                                              Male
## 13621                                                                            Female
## 13627                                                                            Female
## 13630                                                                              Male
## 13636 Information not provided by applicant in mail, Internet, or telephone application
## 13646                                                                            Female
## 13651 Information not provided by applicant in mail, Internet, or telephone application
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                                            Female
## 13669                                                                            Female
## 13680                                                                              Male
## 13708                                                                              Male
## 13720                                                                            Female
## 13723                                                                              Male
## 13727 Information not provided by applicant in mail, Internet, or telephone application
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                                              Male
## 13745                                                                              Male
## 13755                                                                              Male
## 13771                                                                              Male
## 13789                                                                              Male
## 13803                                                                              Male
## 13832                                                                            Female
## 13836                                                                              Male
## 13852                                                                            Female
## 13861                                                                              Male
## 13907                                                                              Male
## 13913                                                                              Male
## 13915                                                                              Male
## 13936                                                                              Male
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                                            Female
## 13975                                                                              Male
## 13984 Information not provided by applicant in mail, Internet, or telephone application
## 13993 Information not provided by applicant in mail, Internet, or telephone application
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011 Information not provided by applicant in mail, Internet, or telephone application
## 14053                                                                              Male
## 14065                                                                              Male
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                                                              Male
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107 Information not provided by applicant in mail, Internet, or telephone application
## 14113                                                                              Male
## 14114                                                                              Male
## 14131                                                                              Male
## 14152                                                                              Male
## 14155                                                                              Male
## 14161                                                                            Female
## 14194                                                                              Male
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203 Information not provided by applicant in mail, Internet, or telephone application
## 14221 Information not provided by applicant in mail, Internet, or telephone application
## 14224                                                                            Female
## 14236                                                                              Male
## 14239                                                                            Female
## 14243                                                                            Female
## 14245                                                                              Male
## 14248                                                                              Male
## 14257                                                                              Male
## 14259                                                                              Male
## 14278 Information not provided by applicant in mail, Internet, or telephone application
## 14290                                                                              Male
## 14293                                                                              Male
## 14298                                                                              Male
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                                              Male
## 14323                                                                              Male
## 14335 Information not provided by applicant in mail, Internet, or telephone application
## 14338                                                                              Male
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                                              Male
## 14362                                                                              Male
## 14367                                                                              Male
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380 Information not provided by applicant in mail, Internet, or telephone application
## 14389 Information not provided by applicant in mail, Internet, or telephone application
## 14392                                                                              Male
## 14398                                                                              Male
## 14401 Information not provided by applicant in mail, Internet, or telephone application
## 14404                                                                              Male
## 14411                                                                              Male
## 14414                                                                              Male
## 14419                                                                            Female
## 14425 Information not provided by applicant in mail, Internet, or telephone application
## 14434                                                                              Male
## 14437                                                                              Male
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449                                                                              Male
## 14455                                                                              Male
## 14464                                                                              Male
## 14471                                                                              Male
## 14473                                                                              Male
## 14491                                                                              Male
## 14533 Information not provided by applicant in mail, Internet, or telephone application
## 14536                                                                              Male
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555                                                                              Male
## 14568                                                                              Male
## 14591                                                                    Not applicable
## 14601                                                                              Male
## 14617 Information not provided by applicant in mail, Internet, or telephone application
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                                            Female
## 14660 Information not provided by applicant in mail, Internet, or telephone application
## 14664                                                                              Male
## 14668                                                                            Female
## 14690                                                                              Male
## 14692                                                                              Male
## 14695                                                                              Male
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713                                                                            Female
## 14725                                                                              Male
## 14731                                                                            Female
## 14743                                                                            Female
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                                              Male
## 14767                                                                            Female
## 14794                                                                              Male
## 14806                                                                              Male
## 14815                                                                              Male
## 14816                                                                              Male
## 14825                                                                              Male
## 14833                                                                              Male
## 14896 Information not provided by applicant in mail, Internet, or telephone application
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                                            Female
## 14932                                                                              Male
## 14956                                                                              Male
## 14974                                                                              Male
## 14983                                                                              Male
## 14992                                                                              Male
## 14995                                                                              Male
## 15012                                                                            Female
## 15038                                                                              Male
## 15043 Information not provided by applicant in mail, Internet, or telephone application
## 15082                                                                              Male
## 15103 Information not provided by applicant in mail, Internet, or telephone application
## 15112                                                                            Female
## 15127                                                                            Female
## 15154                                                                              Male
## 15175                                                                              Male
## 15177                                                                              Male
## 15191                                                                            Female
## 15211                                                                              Male
## 15229                                                                              Male
## 15232                                                                            Female
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244                                                                              Male
## 15253                                                                              Male
## 15262                                                                              Male
## 15265                                                                            Female
## 15286                                                                              Male
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                                              Male
## 15315                                                                              Male
## 15317                                                                              Male
## 15319                                                                              Male
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                                              Male
## 15334 Information not provided by applicant in mail, Internet, or telephone application
## 15339                                                                            Female
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                                              Male
## 15367                                                                              Male
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                                              Male
## 15403                                                                            Female
## 15410                                                                              Male
## 15441                                                                              Male
## 15446                                                                              Male
## 15508                                                                            Female
## 15520 Information not provided by applicant in mail, Internet, or telephone application
## 15532                                                                            Female
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                                              Male
## 15556                                                                              Male
## 15565                                                                            Female
## 15573                                                                              Male
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                                              Male
## 15600                                                                              Male
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617 Information not provided by applicant in mail, Internet, or telephone application
## 15628                                                                              Male
## 15631                                                                              Male
## 15641                                                                              Male
## 15646                                                                              Male
## 15661                                                                              Male
## 15667                                                                              Male
## 15680                                                                              Male
## 15699                                                                              Male
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                                              Male
## 15730 Information not provided by applicant in mail, Internet, or telephone application
## 15735 Information not provided by applicant in mail, Internet, or telephone application
## 15736                                                                              Male
## 15751                                                                            Female
## 15753 Information not provided by applicant in mail, Internet, or telephone application
## 15770                                                                    Not applicable
## 15774                                                                              Male
## 15775                                                                            Female
## 15781                                                                              Male
## 15784                                                                              Male
## 15804                                                                            Female
## 15805                                                                            Female
## 15809 Information not provided by applicant in mail, Internet, or telephone application
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                                              Male
## 15856                                                                            Female
## 15863                                                                            Female
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                                              Male
## 15871                                                                              Male
## 15877                                                                              Male
## 15883                                                                            Female
## 15910                                                                              Male
## 15915 Information not provided by applicant in mail, Internet, or telephone application
## 15983                                                                              Male
## 15988                                                                              Male
## 15991                                                                              Male
## 16000                                                                              Male
## 16024                                                                              Male
## 16033                                                                              Male
## 16039 Information not provided by applicant in mail, Internet, or telephone application
## 16045                                                                              Male
## 16048                                                                              Male
## 16057                                                                            Female
## 16060                                                                              Male
## 16066                                                                              Male
## 16081                                                                            Female
## 16090                                                                              Male
## 16100                                                                              Male
## 16101                                                                              Male
## 16129                                                                              Male
## 16137                                                                              Male
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                                              Male
## 16162                                                                              Male
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                                              Male
## 16176                                                                            Female
## 16180                                                                              Male
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201                                                                              Male
## 16203                                                                              Male
## 16209                                                                            Female
## 16222                                                                              Male
## 16228                                                                            Female
## 16243                                                                              Male
## 16248                                                                            Female
## 16256 Information not provided by applicant in mail, Internet, or telephone application
## 16261                                                                              Male
## 16267 Information not provided by applicant in mail, Internet, or telephone application
## 16273                                                                            Female
## 16281                                                                              Male
## 16285                                                                            Female
## 16287 Information not provided by applicant in mail, Internet, or telephone application
## 16293                                                                              Male
## 16294                                                                              Male
## 16309                                                                              Male
## 16312                                                                            Female
## 16321                                                                            Female
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                                            Female
## 16362                                                                              Male
## 16365                                                                              Male
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405 Information not provided by applicant in mail, Internet, or telephone application
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414 Information not provided by applicant in mail, Internet, or telephone application
## 16423 Information not provided by applicant in mail, Internet, or telephone application
## 16437                                                                            Female
## 16459                                                                              Male
## 16462                                                                              Male
## 16468                                                                              Male
## 16519 Information not provided by applicant in mail, Internet, or telephone application
## 16525 Information not provided by applicant in mail, Internet, or telephone application
## 16531 Information not provided by applicant in mail, Internet, or telephone application
## 16549                                                                              Male
## 16555                                                                            Female
## 16556                                                                            Female
## 16573                                                                    Not applicable
## 16576                                                                              Male
## 16582                                                                            Female
## 16597                                                                            Female
## 16601                                                                              Male
## 16611                                                                              Male
## 16624                                                                            Female
## 16631                                                                              Male
## 16635                                                                              Male
## 16643                                                                              Male
## 16648                                                                              Male
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684                                                                              Male
## 16695                                                                              Male
## 16702 Information not provided by applicant in mail, Internet, or telephone application
## 16705                                                                              Male
## 16710                                                                              Male
## 16711 Information not provided by applicant in mail, Internet, or telephone application
## 16715                                                                              Male
## 16720                                                                            Female
## 16722                                                                              Male
## 16732                                                                              Male
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                                              Male
## 16755                                                                            Female
## 16756                                                                              Male
## 16758                                                                              Male
## 16759                                                                            Female
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                                              Male
## 16791                                                                            Female
## 16800                                                                              Male
## 16810                                                                              Male
## 16827 Information not provided by applicant in mail, Internet, or telephone application
## 16843                                                                              Male
## 16847                                                                              Male
## 16861                                                                              Male
## 16869 Information not provided by applicant in mail, Internet, or telephone application
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                                              Male
## 16879                                                                              Male
## 16889 Information not provided by applicant in mail, Internet, or telephone application
## 16891                                                                            Female
## 16894                                                                              Male
## 16903                                                                              Male
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                                              Male
## 16933                                                                              Male
## 16951                                                                            Female
## 16955                                                                              Male
## 16989                                                                              Male
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                                            Female
## 17044                                                                              Male
## 17045                                                                            Female
## 17059                                                                              Male
## 17071                                                                              Male
## 17074                                                                              Male
## 17080 Information not provided by applicant in mail, Internet, or telephone application
## 17086                                                                              Male
## 17088                                                                              Male
## 17094                                                                              Male
## 17102                                                                              Male
## 17113                                                                              Male
## 17116                                                                            Female
## 17117 Information not provided by applicant in mail, Internet, or telephone application
## 17130                                                                              Male
## 17133                                                                              Male
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                                              Male
## 17149                                                                              Male
## 17151                                                                              Male
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                                              Male
## 17166                                                                              Male
## 17167                                                                              Male
## 17179 Information not provided by applicant in mail, Internet, or telephone application
## 17183                                                                              Male
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                                              Male
## 17197                                                                              Male
## 17206                                                                            Female
## 17212                                                                            Female
## 17215                                                                              Male
## 17221                                                                              Male
## 17233                                                                              Male
## 17238                                                                              Male
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                                            Female
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263                                                                            Female
## 17272                                                                              Male
## 17278                                                                              Male
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                                            Female
## 17317                                                                              Male
## 17320 Information not provided by applicant in mail, Internet, or telephone application
## 17322                                                                              Male
## 17335                                                                              Male
## 17368                                                                              Male
## 17388                                                                              Male
## 17392 Information not provided by applicant in mail, Internet, or telephone application
## 17424                                                                              Male
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                                              Male
## 17440                                                                            Female
## 17465                                                                              Male
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497 Information not provided by applicant in mail, Internet, or telephone application
## 17514                                                                              Male
## 17531                                                                              Male
## 17532                                                                              Male
## 17536                                                                              Male
## 17539                                                                              Male
## 17541                                                                            Female
## 17545                                                                            Female
## 17557 Information not provided by applicant in mail, Internet, or telephone application
## 17560                                                                              Male
## 17562                                                                              Male
## 17578                                                                              Male
## 17584                                                                              Male
## 17587                                                                              Male
## 17591                                                                            Female
## 17592                                                                              Male
## 17594                                                                            Female
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                                              Male
## 17630                                                                              Male
## 17635                                                                              Male
## 17643                                                                              Male
## 17644                                                                            Female
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647 Information not provided by applicant in mail, Internet, or telephone application
## 17650 Information not provided by applicant in mail, Internet, or telephone application
## 17656                                                                              Male
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665                                                                              Male
## 17674                                                                              Male
## 17675                                                                            Female
## 17683                                                                            Female
## 17689                                                                              Male
## 17698                                                                              Male
## 17701                                                                              Male
## 17707                                                                              Male
## 17713                                                                            Female
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                                              Male
## 17746                                                                            Female
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765                                                                              Male
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                                              Male
## 17800                                                                              Male
## 17804                                                                              Male
## 17807                                                                            Female
## 17819 Information not provided by applicant in mail, Internet, or telephone application
## 17830                                                                              Male
## 17833                                                                              Male
## 17836                                                                              Male
## 17837                                                                            Female
## 17849                                                                              Male
## 17851 Information not provided by applicant in mail, Internet, or telephone application
## 17855                                                                              Male
## 17859                                                                              Male
## 17863                                                                              Male
## 17869                                                                            Female
## 17872                                                                              Male
## 17877                                                                              Male
## 17890                                                                              Male
## 17893                                                                              Male
## 17911                                                                              Male
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                                            Female
## 17932                                                                              Male
## 17939                                                                              Male
## 17983                                                                            Female
## 17986                                                                              Male
## 18016                                                                            Female
## 18034                                                                              Male
## 18045 Information not provided by applicant in mail, Internet, or telephone application
## 18057                                                                              Male
## 18082                                                                            Female
## 18085                                                                              Male
## 18091                                                                              Male
## 18095                                                                              Male
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108                                                                            Female
## 18113                                                                              Male
## 18115                                                                            Female
## 18124                                                                            Female
## 18130 Information not provided by applicant in mail, Internet, or telephone application
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142                                                                              Male
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                                              Male
## 18165                                                                              Male
## 18175                                                                            Female
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178 Information not provided by applicant in mail, Internet, or telephone application
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                                              Male
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                                              Male
## 18208                                                                              Male
## 18209 Information not provided by applicant in mail, Internet, or telephone application
## 18211                                                                              Male
## 18227                                                                              Male
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265                                                                              Male
## 18271                                                                              Male
## 18277                                                                              Male
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                                              Male
## 18305                                                                              Male
## 18325                                                                              Male
## 18331 Information not provided by applicant in mail, Internet, or telephone application
## 18334                                                                              Male
## 18345                                                                            Female
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                                              Male
## 18371                                                                              Male
## 18373                                                                              Male
## 18379 Information not provided by applicant in mail, Internet, or telephone application
## 18381                                                                              Male
## 18385                                                                              Male
## 18389                                                                              Male
## 18412                                                                              Male
## 18442                                                                              Male
## 18447                                                                              Male
## 18470                                                                              Male
## 18478                                                                            Female
## 18495                                                                              Male
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                                              Male
## 18516                                                                              Male
## 18517                                                                              Male
## 18521                                                                              Male
## 18538                                                                              Male
## 18539 Information not provided by applicant in mail, Internet, or telephone application
## 18541 Information not provided by applicant in mail, Internet, or telephone application
## 18549                                                                              Male
## 18550                                                                              Male
## 18555                                                                              Male
## 18579                                                                              Male
## 18585                                                                              Male
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595                                                                            Female
## 18603 Information not provided by applicant in mail, Internet, or telephone application
## 18615                                                                              Male
## 18623                                                                              Male
## 18626                                                                              Male
## 18627                                                                              Male
## 18647                                                                              Male
## 18652                                                                              Male
## 18658                                                                            Female
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673                                                                              Male
## 18682                                                                              Male
## 18688                                                                              Male
## 18703                                                                            Female
## 18712                                                                              Male
## 18717                                                                              Male
## 18718                                                                              Male
## 18724                                                                              Male
## 18753 Information not provided by applicant in mail, Internet, or telephone application
## 18759                                                                              Male
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                                              Male
## 18787                                                                              Male
## 18793                                                                            Female
## 18795 Information not provided by applicant in mail, Internet, or telephone application
## 18811                                                                            Female
## 18820                                                                              Male
## 18838                                                                              Male
## 18844                                                                              Male
## 18850                                                                              Male
## 18865                                                                              Male
## 18878                                                                    Not applicable
## 18898                                                                            Female
## 18909                                                                              Male
## 18915                                                                              Male
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991 Information not provided by applicant in mail, Internet, or telephone application
## 18992                                                                            Female
## 18993 Information not provided by applicant in mail, Internet, or telephone application
## 18999 Information not provided by applicant in mail, Internet, or telephone application
## 19000                                                                              Male
## 19006                                                                    Not applicable
## 19024 Information not provided by applicant in mail, Internet, or telephone application
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037 Information not provided by applicant in mail, Internet, or telephone application
## 19053                                                                              Male
## 19060                                                                              Male
## 19061                                                                            Female
## 19069                                                                              Male
## 19073                                                                              Male
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091                                                                            Female
## 19096                                                                            Female
## 19105 Information not provided by applicant in mail, Internet, or telephone application
## 19120                                                                            Female
## 19123                                                                              Male
## 19129 Information not provided by applicant in mail, Internet, or telephone application
## 19141                                                                              Male
## 19142                                                                            Female
## 19168                                                                              Male
## 19177                                                                              Male
## 19198                                                                              Male
## 19204                                                                              Male
## 19219                                                                            Female
## 19225                                                                              Male
## 19228                                                                              Male
## 19249                                                                              Male
## 19263                                                                    Not applicable
## 19267 Information not provided by applicant in mail, Internet, or telephone application
## 19269                                                                              Male
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                                              Male
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                                            Female
## 19334                                                                              Male
## 19348                                                                              Male
## 19367                                                                              Male
## 19369                                                                              Male
## 19384                                                                              Male
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                                              Male
## 19405                                                                              Male
## 19411                                                                            Female
## 19414                                                                              Male
## 19423                                                                            Female
## 19437                                                                              Male
## 19438                                                                            Female
## 19441                                                                              Male
## 19447                                                                            Female
## 19451                                                                            Female
## 19454                                                                            Female
## 19486                                                                              Male
## 19489                                                                              Male
## 19516                                                                              Male
## 19519                                                                              Male
## 19546                                                                              Male
## 19587                                                                              Male
## 19602                                                                              Male
## 19603                                                                              Male
## 19611                                                                              Male
## 19629                                                                              Male
## 19655                                                                              Male
## 19657                                                                              Male
## 19675                                                                              Male
## 19682                                                                              Male
## 19691 Information not provided by applicant in mail, Internet, or telephone application
## 19701                                                                              Male
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                                              Male
## 19720                                                                              Male
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                                            Female
## 19735                                                                            Female
## 19753                                                                              Male
## 19754                                                                            Female
## 19756                                                                              Male
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762                                                                              Male
## 19763                                                                              Male
## 19765                                                                              Male
## 19786                                                                              Male
## 19789                                                                            Female
## 19801                                                                              Male
## 19807                                                                              Male
## 19811                                                                              Male
## 19816                                                                              Male
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819                                                                            Female
## 19823                                                                              Male
## 19835                                                                              Male
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855                                                                            Female
## 19859                                                                              Male
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                                              Male
## 19895                                                                              Male
## 19899 Information not provided by applicant in mail, Internet, or telephone application
## 19901 Information not provided by applicant in mail, Internet, or telephone application
## 19909                                                                            Female
## 19925                                                                            Female
## 19939                                                                              Male
## 19940                                                                            Female
## 19945 Information not provided by applicant in mail, Internet, or telephone application
## 19981                                                                              Male
## 19999                                                                            Female
## 20027 Information not provided by applicant in mail, Internet, or telephone application
## 20032 Information not provided by applicant in mail, Internet, or telephone application
## 20035                                                                              Male
## 20044 Information not provided by applicant in mail, Internet, or telephone application
## 20060                                                                              Male
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063 Information not provided by applicant in mail, Internet, or telephone application
## 20072                                                                              Male
## 20080                                                                              Male
## 20081 Information not provided by applicant in mail, Internet, or telephone application
## 20104                                                                              Male
## 20116                                                                              Male
## 20136                                                                            Female
## 20166                                                                              Male
## 20167                                                                              Male
## 20175                                                                            Female
## 20181                                                                            Female
## 20184                                                                              Male
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                                            Female
## 20198                                                                            Female
## 20203                                                                              Male
## 20206                                                                            Female
## 20218                                                                            Female
## 20227                                                                              Male
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                                              Male
## 20236                                                                              Male
## 20237                                                                              Male
## 20250                                                                              Male
## 20299                                                                              Male
## 20301                                                                            Female
## 20302                                                                              Male
## 20308                                                                              Male
## 20326                                                                              Male
## 20332                                                                            Female
## 20339                                                                              Male
## 20341                                                                              Male
## 20367                                                                            Female
## 20393                                                                              Male
## 20395                                                                              Male
## 20398                                                                            Female
## 20399                                                                            Female
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409                                                                            Female
## 20410                                                                            Female
## 20416                                                                            Female
## 20418                                                                              Male
## 20428                                                                              Male
## 20433                                                                              Male
## 20439 Information not provided by applicant in mail, Internet, or telephone application
## 20449                                                                              Male
## 20459                                                                            Female
## 20469                                                                            Female
## 20488                                                                              Male
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511                                                                              Male
## 20516 Information not provided by applicant in mail, Internet, or telephone application
## 20517                                                                              Male
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                                              Male
## 20524                                                                              Male
## 20545                                                                            Female
## 20560                                                                            Female
## 20561                                                                              Male
## 20579                                                                              Male
## 20592                                                                              Male
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                                              Male
## 20621                                                                              Male
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                                              Male
## 20653 Information not provided by applicant in mail, Internet, or telephone application
## 20685                                                                              Male
## 20686 Information not provided by applicant in mail, Internet, or telephone application
## 20701                                                                              Male
## 20703                                                                              Male
## 20716                                                                              Male
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                                            Female
## 20740                                                                              Male
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                                              Male
## 20795                                                                              Male
## 20812                                                                              Male
## 20815                                                                              Male
## 20824                                                                              Male
## 20836                                                                            Female
## 20841                                                                              Male
## 20845                                                                              Male
## 20849                                                                              Male
## 20853                                                                              Male
## 20872                                                                            Female
## 20886                                                                              Male
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                                              Male
## 20920                                                                            Female
## 20926                                                                              Male
## 20944                                                                              Male
## 20962                                                                            Female
## 20968                                                                              Male
## 20980                                                                    Not applicable
## 20992                                                                            Female
## 21003                                                                            Female
## 21013                                                                              Male
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                                              Male
## 21046                                                                              Male
## 21049                                                                              Male
## 21056                                                                              Male
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                                              Male
## 21115                                                                              Male
## 21117                                                                              Male
## 21127                                                                              Male
## 21141 Information not provided by applicant in mail, Internet, or telephone application
## 21148                                                                              Male
## 21153                                                                              Male
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                                              Male
## 21172                                                                              Male
## 21173                                                                              Male
## 21178                                                                              Male
## 21185                                                                              Male
## 21202                                                                              Male
## 21208                                                                              Male
## 21217                                                                              Male
## 21219                                                                              Male
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                                            Female
## 21255                                                                              Male
## 21256                                                                              Male
## 21261                                                                              Male
## 21269                                                                              Male
## 21271                                                                              Male
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                                              Male
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295 Information not provided by applicant in mail, Internet, or telephone application
## 21305                                                                              Male
## 21319                                                                              Male
## 21327                                                                              Male
## 21328                                                                              Male
## 21346                                                                              Male
## 21364                                                                            Female
## 21377                                                                              Male
## 21391                                                                              Male
## 21415                                                                              Male
## 21429                                                                              Male
## 21439                                                                              Male
## 21445                                                                              Male
## 21457                                                                              Male
## 21487                                                                              Male
## 21505 Information not provided by applicant in mail, Internet, or telephone application
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                                              Male
## 21532                                                                            Female
## 21533                                                                              Male
## 21538                                                                              Male
## 21545                                                                              Male
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563                                                                              Male
## 21571                                                                              Male
## 21574                                                                              Male
## 21575                                                                              Male
## 21587 Information not provided by applicant in mail, Internet, or telephone application
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                                              Male
## 21597 Information not provided by applicant in mail, Internet, or telephone application
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                                            Female
## 21622                                                                            Female
## 21635                                                                              Male
## 21638                                                                              Male
## 21643                                                                              Male
## 21664                                                                              Male
## 21679 Information not provided by applicant in mail, Internet, or telephone application
## 21712                                                                              Male
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718                                                                              Male
## 21721                                                                              Male
## 21723                                                                              Male
## 21725                                                                              Male
## 21727 Information not provided by applicant in mail, Internet, or telephone application
## 21733                                                                            Female
## 21736                                                                              Male
## 21739                                                                              Male
## 21743                                                                            Female
## 21745                                                                              Male
## 21751                                                                              Male
## 21760                                                                              Male
## 21778                                                                            Female
## 21787 Information not provided by applicant in mail, Internet, or telephone application
## 21797 Information not provided by applicant in mail, Internet, or telephone application
## 21808                                                                              Male
## 21822                                                                              Male
## 21839                                                                              Male
## 21856                                                                              Male
## 21871                                                                              Male
## 21877                                                                            Female
## 21881                                                                              Male
## 21886                                                                              Male
## 21903                                                                            Female
## 21905                                                                            Female
## 21909 Information not provided by applicant in mail, Internet, or telephone application
## 21921                                                                            Female
## 21931                                                                              Male
## 21940                                                                              Male
## 21969                                                                              Male
## 21975                                                                              Male
## 21995                                                                              Male
## 21996                                                                            Female
## 22054                                                                              Male
## 22066                                                                              Male
## 22095                                                                            Female
## 22102                                                                            Female
## 22105                                                                              Male
## 22108                                                                              Male
## 22153                                                                              Male
## 22204                                                                              Male
## 22215                                                                              Male
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271                                                                              Male
## 22291                                                                              Male
## 22294                                                                              Male
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                                              Male
## 22333                                                                              Male
## 22336                                                                              Male
## 22339                                                                              Male
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347                                                                              Male
## 22348                                                                            Female
## 22355 Information not provided by applicant in mail, Internet, or telephone application
## 22361                                                                            Female
## 22373 Information not provided by applicant in mail, Internet, or telephone application
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                                            Female
## 22411                                                                            Female
## 22413 Information not provided by applicant in mail, Internet, or telephone application
## 22414                                                                            Female
## 22427                                                                              Male
## 22433                                                                              Male
## 22435                                                                              Male
## 22453                                                                              Male
## 22455                                                                              Male
## 22463                                                                              Male
## 22468                                                                              Male
## 22475                                                                              Male
## 22492                                                                              Male
## 22497                                                                              Male
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                                              Male
## 22517 Information not provided by applicant in mail, Internet, or telephone application
## 22522                                                                              Male
## 22526                                                                              Male
## 22528 Information not provided by applicant in mail, Internet, or telephone application
## 22535                                                                              Male
## 22537                                                                              Male
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                                              Male
## 22552                                                                              Male
## 22558                                                                              Male
## 22567                                                                              Male
## 22576                                                                              Male
## 22579                                                                              Male
## 22583 Information not provided by applicant in mail, Internet, or telephone application
## 22589                                                                            Female
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                                              Male
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                                              Male
## 22624 Information not provided by applicant in mail, Internet, or telephone application
## 22636                                                                            Female
## 22637                                                                              Male
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                                            Female
## 22665                                                                            Female
## 22666                                                                              Male
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                                              Male
## 22681 Information not provided by applicant in mail, Internet, or telephone application
## 22684                                                                              Male
## 22685                                                                              Male
## 22695                                                                              Male
## 22696                                                                            Female
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                                              Male
## 22715                                                                            Female
## 22717                                                                              Male
## 22723 Information not provided by applicant in mail, Internet, or telephone application
## 22735                                                                              Male
## 22738                                                                              Male
## 22741                                                                              Male
## 22744                                                                              Male
## 22745                                                                            Female
## 22756                                                                            Female
## 22762                                                                    Not applicable
## 22763                                                                              Male
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                                              Male
## 22792                                                                              Male
## 22803                                                                              Male
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                                              Male
## 22815                                                                              Male
## 22823                                                                            Female
## 22834                                                                              Male
## 22846                                                                            Female
## 22852                                                                              Male
## 22855                                                                            Female
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                                              Male
## 22981                                                                              Male
## 22996                                                                              Male
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                                              Male
## 23029                                                                              Male
## 23038 Information not provided by applicant in mail, Internet, or telephone application
## 23039                                                                              Male
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066                                                                              Male
## 23071                                                                    Not applicable
## 23078                                                                              Male
## 23079 Information not provided by applicant in mail, Internet, or telephone application
## 23089                                                                              Male
## 23095 Information not provided by applicant in mail, Internet, or telephone application
## 23104                                                                              Male
## 23107                                                                              Male
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                                              Male
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                                              Male
## 23151                                                                              Male
## 23155                                                                              Male
## 23157                                                                            Female
## 23158                                                                            Female
## 23167                                                                              Male
## 23173                                                                              Male
## 23182                                                                            Female
## 23224                                                                              Male
## 23230                                                                            Female
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                                              Male
## 23257                                                                            Female
## 23265                                                                              Male
## 23299                                                                              Male
## 23302                                                                              Male
## 23321                                                                              Male
## 23325                                                                              Male
## 23329                                                                              Male
## 23337 Information not provided by applicant in mail, Internet, or telephone application
## 23356                                                                              Male
## 23369 Information not provided by applicant in mail, Internet, or telephone application
## 23387                                                                              Male
## 23407                                                                              Male
## 23416                                                                            Female
## 23423 Information not provided by applicant in mail, Internet, or telephone application
## 23432                                                                            Female
## 23435                                                                              Male
## 23446                                                                              Male
## 23449                                                                              Male
## 23452 Information not provided by applicant in mail, Internet, or telephone application
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479                                                                              Male
## 23480                                                                              Male
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485                                                                            Female
## 23507 Information not provided by applicant in mail, Internet, or telephone application
## 23522                                                                              Male
## 23539 Information not provided by applicant in mail, Internet, or telephone application
## 23545                                                                              Male
## 23547                                                                              Male
## 23563                                                                              Male
## 23566                                                                              Male
## 23573                                                                              Male
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                                              Male
## 23593                                                                            Female
## 23596                                                                              Male
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606                                                                              Male
## 23607                                                                            Female
## 23608                                                                              Male
## 23619                                                                              Male
## 23629 Information not provided by applicant in mail, Internet, or telephone application
## 23631                                                                            Female
## 23648                                                                              Male
## 23656                                                                              Male
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                                            Female
## 23671                                                                              Male
## 23677                                                                              Male
## 23683                                                                            Female
## 23689                                                                              Male
## 23707                                                                              Male
## 23714                                                                              Male
## 23741                                                                              Male
## 23755                                                                              Male
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                                              Male
## 23788                                                                              Male
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                                            Female
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824 Information not provided by applicant in mail, Internet, or telephone application
## 23836                                                                              Male
## 23848                                                                              Male
## 23853                                                                              Male
## 23871                                                                              Male
## 23883                                                                              Male
## 23890                                                                            Female
## 23909                                                                              Male
## 23914                                                                              Male
## 23918                                                                              Male
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                                            Female
## 23930                                                                            Female
## 23931                                                                              Male
## 23943 Information not provided by applicant in mail, Internet, or telephone application
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                                              Male
## 23979                                                                              Male
## 23984                                                                              Male
## 23987 Information not provided by applicant in mail, Internet, or telephone application
## 24004                                                                              Male
## 24014                                                                              Male
## 24023                                                                              Male
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040                                                                              Male
## 24046                                                                              Male
## 24050                                                                              Male
## 24051                                                                              Male
## 24081                                                                            Female
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                                            Female
## 24107                                                                              Male
## 24122                                                                              Male
## 24128                                                                            Female
## 24140                                                                              Male
## 24145                                                                            Female
## 24147                                                                              Male
## 24164                                                                              Male
## 24165                                                                            Female
## 24172                                                                              Male
## 24182                                                                              Male
## 24185                                                                              Male
## 24210                                                                              Male
## 24213 Information not provided by applicant in mail, Internet, or telephone application
## 24217 Information not provided by applicant in mail, Internet, or telephone application
## 24223                                                                              Male
## 24225                                                                              Male
## 24232                                                                              Male
## 24233                                                                              Male
## 24236                                                                              Male
## 24245                                                                              Male
## 24248                                                                              Male
## 24254                                                                              Male
## 24272                                                                              Male
## 24280                                                                            Female
## 24284                                                                              Male
## 24290                                                                              Male
## 24292                                                                              Male
## 24310                                                                              Male
## 24311                                                                              Male
## 24313                                                                            Female
## 24314                                                                            Female
## 24325                                                                              Male
## 24334 Information not provided by applicant in mail, Internet, or telephone application
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350 Information not provided by applicant in mail, Internet, or telephone application
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                                              Male
## 24371                                                                              Male
## 24377                                                                              Male
## 24389                                                                            Female
## 24395 Information not provided by applicant in mail, Internet, or telephone application
## 24410                                                                              Male
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425                                                                              Male
## 24449                                                                              Male
## 24454 Information not provided by applicant in mail, Internet, or telephone application
## 24464                                                                              Male
## 24466                                                                              Male
## 24472                                                                            Female
## 24473 Information not provided by applicant in mail, Internet, or telephone application
## 24488                                                                              Male
## 24490                                                                              Male
## 24506                                                                              Male
## 24524                                                                              Male
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554                                                                            Female
## 24566                                                                              Male
## 24572 Information not provided by applicant in mail, Internet, or telephone application
## 24578                                                                              Male
## 24584                                                                              Male
## 24590                                                                            Female
## 24596 Information not provided by applicant in mail, Internet, or telephone application
## 24602                                                                              Male
## 24608                                                                              Male
## 24610                                                                              Male
## 24614                                                                            Female
## 24658                                                                              Male
## 24670                                                                            Female
## 24675                                                                              Male
## 24682                                                                              Male
## 24700                                                                              Male
## 24722                                                                              Male
## 24723                                                                              Male
## 24724                                                                              Male
## 24740                                                                              Male
## 24748                                                                              Male
## 24785                                                                              Male
## 24788                                                                              Male
## 24795                                                                              Male
## 24796                                                                            Female
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835 Information not provided by applicant in mail, Internet, or telephone application
## 24837                                                                            Female
## 24843 Information not provided by applicant in mail, Internet, or telephone application
## 24854 Information not provided by applicant in mail, Internet, or telephone application
## 24860 Information not provided by applicant in mail, Internet, or telephone application
## 24865                                                                              Male
## 24886                                                                              Male
## 24892                                                                              Male
## 24927 Information not provided by applicant in mail, Internet, or telephone application
## 24928                                                                            Female
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                                            Female
## 24950 Information not provided by applicant in mail, Internet, or telephone application
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956                                                                            Female
## 24965                                                                              Male
## 24975                                                                            Female
## 24976                                                                              Male
## 24982 Information not provided by applicant in mail, Internet, or telephone application
## 24999                                                                              Male
## 25011                                                                            Female
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046                                                                              Male
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                                            Female
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172 Information not provided by applicant in mail, Internet, or telephone application
## 25173                                                                              Male
## 25185                                                                              Male
## 25196                                                                              Male
## 25210                                                                              Male
## 25222                                                                              Male
## 25240                                                                              Male
## 25294                                                                              Male
## 25304                                                                              Male
## 25305                                                                              Male
## 25318                                                                              Male
## 25336                                                                              Male
## 25365                                                                              Male
## 25400 Information not provided by applicant in mail, Internet, or telephone application
## 25406                                                                              Male
## 25426                                                                              Male
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                                            Female
## 25461                                                                            Female
## 25491                                                                              Male
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                                              Male
## 25540                                                                            Female
## 25577                                                                              Male
## 25588                                                                              Male
## 25612 Information not provided by applicant in mail, Internet, or telephone application
## 25654                                                                              Male
## 25660                                                                            Female
## 25675                                                                            Female
## 25681                                                                              Male
## 25696                                                                              Male
## 25702                                                                            Female
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                                            Female
## 25774                                                                              Male
## 25796                                                                              Male
## 25803                                                                              Male
## 25810                                                                              Male
## 25885 Information not provided by applicant in mail, Internet, or telephone application
## 25894 Information not provided by applicant in mail, Internet, or telephone application
## 25906                                                                            Female
## 25912                                                                              Male
## 25931                                                                              Male
## 25937                                                                              Male
## 25939                                                                            Female
## 25945                                                                              Male
## 25948                                                                            Female
## 25957 Information not provided by applicant in mail, Internet, or telephone application
## 25971                                                                              Male
## 26038                                                                              Male
## 26067                                                                              Male
## 26068                                                                              Male
## 26077                                                                              Male
## 26080                                                                              Male
## 26126                                                                              Male
## 26131 Information not provided by applicant in mail, Internet, or telephone application
## 26143                                                                    Not applicable
## 26155                                                                              Male
## 26184                                                                            Female
## 26188                                                                              Male
## 26194                                                                              Male
## 26296                                                                              Male
## 26314                                                                              Male
## 26321                                                                              Male
## 26327                                                                    Not applicable
## 26365                                                                            Female
## 26371                                                                              Male
## 26385                                                                              Male
## 26393                                                                              Male
## 26398                                                                            Female
## 26401                                                                              Male
## 26431 Information not provided by applicant in mail, Internet, or telephone application
## 26432                                                                              Male
## 26443                                                                              Male
## 26455                                                                            Female
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                                              Male
## 26485                                                                              Male
## 26488                                                                            Female
## 26506                                                                              Male
## 26521                                                                            Female
## 26527                                                                              Male
## 26530                                                                              Male
## 26542                                                                              Male
## 26557                                                                            Female
## 26563                                                                    Not applicable
## 26572                                                                              Male
## 26575                                                                              Male
## 26596                                                                              Male
## 26601                                                                              Male
## 26608                                                                              Male
## 26609                                                                              Male
## 26620                                                                              Male
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                                              Male
## 26651                                                                              Male
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708                                                                              Male
## 26725                                                                            Female
## 26737                                                                            Female
## 26770                                                                              Male
## 26776 Information not provided by applicant in mail, Internet, or telephone application
## 26782                                                                              Male
## 26794                                                                              Male
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                                              Male
## 26851                                                                              Male
## 26869                                                                            Female
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                                              Male
## 26956                                                                              Male
## 26983 Information not provided by applicant in mail, Internet, or telephone application
## 27000                                                                            Female
## 27055                                                                              Male
## 27075 Information not provided by applicant in mail, Internet, or telephone application
## 27077                                                                              Male
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                                              Male
## 27111                                                                              Male
## 27136 Information not provided by applicant in mail, Internet, or telephone application
## 27163 Information not provided by applicant in mail, Internet, or telephone application
## 27184                                                                              Male
## 27190                                                                              Male
## 27191                                                                              Male
## 27196                                                                              Male
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                                            Female
## 27227                                                                            Female
## 27245                                                                              Male
## 27249                                                                              Male
## 27265                                                                              Male
## 27293                                                                              Male
## 27301                                                                              Male
## 27304                                                                              Male
## 27309                                                                            Female
## 27316                                                                            Female
## 27322                                                                            Female
## 27328 Information not provided by applicant in mail, Internet, or telephone application
## 27334                                                                            Female
## 27338                                                                              Male
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                                              Male
## 27439 Information not provided by applicant in mail, Internet, or telephone application
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                                            Female
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508                                                                              Male
## 27511                                                                              Male
## 27520                                                                              Male
## 27528                                                                            Female
## 27592                                                                            Female
## 27602                                                                            Female
## 27623                                                                              Male
## 27625                                                                              Male
## 27637                                                                              Male
## 27640                                                                              Male
## 27643                                                                            Female
## 27652                                                                    Not applicable
## 27745                                                                            Female
## 27778                                                                              Male
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                                            Female
## 27811 Information not provided by applicant in mail, Internet, or telephone application
## 27814                                                                            Female
## 27826                                                                              Male
## 27856                                                                    Not applicable
## 27861                                                                              Male
## 27874                                                                              Male
## 27875                                                                              Male
## 27880                                                                              Male
## 27886                                                                            Female
## 27922                                                                              Male
## 27934                                                                              Male
## 27944                                                                              Male
## 27946                                                                              Male
## 27952                                                                            Female
## 27956                                                                              Male
## 27968                                                                              Male
## 27981                                                                              Male
## 27991                                                                              Male
## 27992 Information not provided by applicant in mail, Internet, or telephone application
## 27998 Information not provided by applicant in mail, Internet, or telephone application
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                                              Male
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                              Male
## 28034                                                                              Male
## 28040                                                                              Male
## 28044                                                                              Male
## 28052 Information not provided by applicant in mail, Internet, or telephone application
## 28084                                                                              Male
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                                              Male
## 28108                                                                              Male
## 28129                                                                              Male
## 28132                                                                              Male
## 28136                                                                              Male
## 28147                                                                            Female
## 28156                                                                            Female
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196                                                                              Male
## 28198                                                                              Male
## 28201                                                                              Male
## 28223                                                                              Male
## 28225                                                                              Male
## 28276                                                                    Not applicable
## 28315                                                                            Female
## 28330                                                                              Male
## 28334                                                                              Male
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                                              Male
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                                              Male
## 28396                                                                              Male
## 28432                                                                              Male
## 28444                                                                              Male
## 28454                                                                              Male
## 28462                                                                              Male
## 28486                                                                            Female
## 28487                                                                              Male
## 28504                                                                              Male
## 28517                                                                              Male
## 28522                                                                              Male
## 28523                                                                    Not applicable
## 28529                                                                            Female
## 28544                                                                              Male
## 28547                                                                              Male
## 28552 Information not provided by applicant in mail, Internet, or telephone application
## 28553                                                                            Female
## 28556                                                                              Male
## 28558                                                                              Male
## 28574                                                                              Male
## 28582                                                                              Male
## 28587                                                                              Male
## 28588                                                                              Male
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                                              Male
## 28604                                                                              Male
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                                              Male
## 28627 Information not provided by applicant in mail, Internet, or telephone application
## 28657                                                                              Male
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677 Information not provided by applicant in mail, Internet, or telephone application
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                                              Male
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730                                                                              Male
## 28737                                                                            Female
## 28748                                                                            Female
## 28822                                                                              Male
## 28833                                                                              Male
## 28838                                                                              Male
## 28843                                                                              Male
## 28868 Information not provided by applicant in mail, Internet, or telephone application
## 28885                                                                              Male
## 28889                                                                            Female
## 28918 Information not provided by applicant in mail, Internet, or telephone application
## 28936 Information not provided by applicant in mail, Internet, or telephone application
## 28938                                                                              Male
## 28954                                                                            Female
## 28989                                                                              Male
## 29013                                                                              Male
## 29021                                                                              Male
## 29032                                                                              Male
## 29050                                                                              Male
## 29069                                                                              Male
## 29099                                                                              Male
## 29109                                                                              Male
## 29116                                                                              Male
## 29122                                                                            Female
## 29127 Information not provided by applicant in mail, Internet, or telephone application
## 29128                                                                              Male
## 29134 Information not provided by applicant in mail, Internet, or telephone application
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146                                                                              Male
## 29170                                                                              Male
## 29181                                                                              Male
## 29188 Information not provided by applicant in mail, Internet, or telephone application
## 29200                                                                              Male
## 29212                                                                              Male
## 29216                                                                              Male
## 29242                                                                              Male
## 29269                                                                              Male
## 29272                                                                              Male
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                                            Female
## 29303                                                                              Male
## 29311                                                                              Male
## 29331                                                                            Female
## 29381                                                                            Female
## 29415                                                                              Male
## 29460                                                                              Male
## 29483                                                                              Male
## 29503 Information not provided by applicant in mail, Internet, or telephone application
## 29514                                                                              Male
## 29515                                                                              Male
## 29523                                                                              Male
## 29526                                                                              Male
## 29533                                                                              Male
## 29555                                                                              Male
## 29575                                                                              Male
## 29592                                                                              Male
## 29604                                                                            Female
## 29622                                                                              Male
## 29674                                                                              Male
## 29678                                                                              Male
## 29683                                                                            Female
## 29689                                                                              Male
## 29700                                                                            Female
## 29706                                                                            Female
## 29713                                                                              Male
## 29715 Information not provided by applicant in mail, Internet, or telephone application
## 29730                                                                              Male
## 29736                                                                              Male
## 29745                                                                            Female
## 29754                                                                            Female
## 29760                                                                              Male
## 29761                                                                              Male
## 29779 Information not provided by applicant in mail, Internet, or telephone application
## 29814                                                                              Male
## 29829 Information not provided by applicant in mail, Internet, or telephone application
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                                              Male
## 29868                                                                              Male
## 29889                                                                            Female
## 29903                                                                            Female
## 29936                                                                            Female
## 29937                                                                              Male
## 29947                                                                              Male
## 29959                                                                              Male
## 29964                                                                              Male
## 29983 Information not provided by applicant in mail, Internet, or telephone application
## 30000                                                                              Male
## 30015                                                                              Male
## 30018                                                                              Male
## 30030                                                                              Male
## 30034                                                                              Male
## 30045                                                                              Male
## 30054                                                                              Male
## 30060                                                                              Male
## 30085 Information not provided by applicant in mail, Internet, or telephone application
## 30093                                                                              Male
## 30138                                                                              Male
## 30144                                                                              Male
## 30162                                                                            Female
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                                              Male
## 30221                                                                              Male
## 30225                                                                              Male
## 30226                                                                              Male
## 30235                                                                              Male
## 30237                                                                              Male
## 30246                                                                              Male
## 30252                                                                            Female
## 30253                                                                              Male
## 30270                                                                            Female
## 30282                                                                              Male
## 30294                                                                              Male
## 30300                                                                              Male
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                                              Male
## 30318                                                                              Male
## 30342                                                                              Male
## 30343                                                                              Male
## 30353                                                                              Male
## 30354                                                                              Male
## 30359                                                                              Male
## 30381                                                                              Male
## 30408                                                                            Female
## 30414                                                                              Male
## 30426                                                                            Female
## 30429                                                                              Male
## 30444                                                                              Male
## 30453                                                                            Female
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                                            Female
## 30484                                                                              Male
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                                              Male
## 30511                                                                              Male
## 30517                                                                              Male
## 30519                                                                              Male
## 30533                                                                              Male
## 30534                                                                              Male
## 30540                                                                              Male
## 30558                                                                              Male
## 30564                                                                              Male
## 30576                                                                              Male
## 30588                                                                              Male
## 30594                                                                              Male
## 30605 Information not provided by applicant in mail, Internet, or telephone application
## 30648                                                                              Male
## 30654                                                                              Male
## 30666                                                                              Male
## 30678                                                                              Male
## 30684                                                                              Male
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715                                                                              Male
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                                            Female
## 30738                                                                            Female
## 30744                                                                              Male
## 30756                                                                              Male
## 30762                                                                              Male
## 30768                                                                              Male
## 30774                                                                              Male
## 30780                                                                            Female
## 30786                                                                            Female
## 30809                                                                              Male
## 30835                                                                            Female
## 30840                                                                              Male
## 30845                                                                              Male
## 30846                                                                              Male
## 30852                                                                              Male
## 30858                                                                            Female
## 30872                                                                              Male
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                                              Male
## 30894                                                                              Male
## 30900                                                                            Female
## 30923                                                                              Male
## 30960                                                                            Female
## 30967                                                                              Male
## 30972                                                                              Male
## 30978                                                                            Female
## 30984                                                                            Female
## 30985                                                                            Female
## 30990                                                                              Male
## 30992                                                                            Female
## 30996                                                                              Male
## 31002                                                                              Male
## 31005                                                                            Female
## 31008                                                                              Male
## 31014                                                                              Male
## 31017                                                                              Male
## 31043                                                                              Male
## 31044                                                                            Female
## 31048                                                                              Male
## 31050                                                                            Female
## 31056                                                                              Male
## 31057                                                                              Male
## 31062                                                                              Male
## 31084                                                                              Male
## 31086                                                                              Male
## 31092                                                                              Male
## 31093                                                                              Male
## 31104                                                                              Male
## 31117                                                                            Female
## 31122                                                                              Male
## 31128                                                                              Male
## 31134                                                                              Male
## 31140                                                                            Female
## 31152                                                                              Male
## 31158                                                                              Male
## 31170                                                                            Female
## 31176                                                                              Male
## 31188                                                                              Male
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## 31200                                                                            Female
## 31206                                                                              Male
## 31213                                                                              Male
## 31224                                                                              Male
## 31230                                                                            Female
## 31248                                                                              Male
## 31254                                                                              Male
## 31260                                                                            Female
## 31271                                                                              Male
## 31276                                                                              Male
## 31284                                                                              Male
## 31296                                                                              Male
## 31301                                                                            Female
## 31314                                                                            Female
## 31344                                                                              Male
## 31350                                                                              Male
## 31359                                                                              Male
## 31362                                                                            Female
## 31368                                                                            Female
## 31371                                                                              Male
## 31374                                                                              Male
## 31380                                                                              Male
## 31390                                                                              Male
## 31392                                                                            Female
## 31398                                                                              Male
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411 Information not provided by applicant in mail, Internet, or telephone application
## 31421                                                                              Male
## 31422                                                                              Male
## 31428                                                                              Male
## 31434                                                                              Male
## 31440                                                                              Male
## 31443                                                                              Male
## 31446                                                                              Male
## 31458                                                                              Male
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                                              Male
## 31494                                                                              Male
## 31500                                                                              Male
## 31503                                                                              Male
## 31506                                                                              Male
## 31517                                                                              Male
## 31519 Information not provided by applicant in mail, Internet, or telephone application
## 31524                                                                              Male
## 31542                                                                              Male
## 31554                                                                              Male
## 31566                                                                              Male
## 31572                                                                              Male
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                                              Male
## 31590                                                                            Female
## 31608                                                                              Male
## 31609 Information not provided by applicant in mail, Internet, or telephone application
## 31614                                                                            Female
## 31620                                                                            Female
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                                              Male
## 31638                                                                            Female
## 31647                                                                              Male
## 31655                                                                              Male
## 31668                                                                              Male
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                                            Female
## 31692                                                                              Male
## 31705 Information not provided by applicant in mail, Internet, or telephone application
## 31710                                                                            Female
## 31722                                                                              Male
## 31728                                                                              Male
## 31734                                                                              Male
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                                              Male
## 31758                                                                              Male
## 31776                                                                            Female
## 31788                                                                              Male
## 31800                                                                              Male
## 31807                                                                            Female
## 31824                                                                              Male
## 31830                                                                              Male
## 31836                                                                              Male
## 31843 Information not provided by applicant in mail, Internet, or telephone application
## 31848                                                                              Male
## 31849                                                                              Male
## 31866                                                                              Male
## 31872                                                                            Female
## 31878                                                                              Male
## 31884                                                                              Male
## 31890                                                                              Male
## 31896                                                                            Female
## 31902                                                                              Male
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                                              Male
## 31932                                                                              Male
## 31936                                                                              Male
## 31938                                                                              Male
## 31944                                                                              Male
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                                              Male
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## 31957                                                                            Female
## 31962                                                                              Male
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## 31974                                                                            Female
## 32010                                                                            Female
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## 32148                                                                            Female
## 32154                                                                              Male
## 32155 Information not provided by applicant in mail, Internet, or telephone application
## 32160                                                                            Female
## 32172                                                                            Female
## 32178                                                                              Male
## 32190                                                                            Female
## 32196                                                                              Male
## 32201                                                                              Male
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## 32304                                                                            Female
## 32306                                                                              Male
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                                              Male
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                                              Male
## 32323                                                                            Female
## 32324 Information not provided by applicant in mail, Internet, or telephone application
## 32334                                                                              Male
## 32336                                                                              Male
## 32354                                                                              Male
## 32356                                                                            Female
## 32358                                                                              Male
## 32360                                                                              Male
## 32365 Information not provided by applicant in mail, Internet, or telephone application
## 32366                                                                              Male
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                                            Female
## 32388                                                                              Male
## 32394                                                                            Female
## 32406                                                                              Male
## 32418                                                                              Male
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## 32436                                                                            Female
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## 32514                                                                              Male
## 32520                                                                              Male
## 32532                                                                            Female
## 32544                                                                              Male
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                                              Male
## 32562                                                                              Male
## 32568                                                                              Male
## 32580                                                                              Male
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## 32601                                                                              Male
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## 32705                                                                              Male
## 32706                                                                              Male
## 32708 Information not provided by applicant in mail, Internet, or telephone application
## 32713                                                                              Male
## 32717                                                                              Male
## 32736                                                                              Male
## 32742                                                                            Female
## 32745                                                                              Male
## 32748                                                                              Male
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## 32838                                                                              Male
## 32844                                                                              Male
## 32850                                                                              Male
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                                            Female
## 32871                                                                              Male
## 32873                                                                            Female
## 32874                                                                              Male
## 32892                                                                              Male
## 32899 Information not provided by applicant in mail, Internet, or telephone application
## 32909                                                                              Male
## 32911 Information not provided by applicant in mail, Internet, or telephone application
## 32916                                                                              Male
## 32928                                                                              Male
## 32940                                                                            Female
## 32941                                                                              Male
## 32958                                                                              Male
## 32964                                                                              Male
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## 33000                                                                              Male
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## 33131                                                                              Male
## 33138                                                                              Male
## 33144                                                                            Female
## 33150                                                                              Male
## 33157 Information not provided by applicant in mail, Internet, or telephone application
## 33168                                                                              Male
## 33180                                                                              Male
## 33186                                                                              Male
## 33195                                                                            Female
## 33204                                                                              Male
## 33216                                                                              Male
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## 33252                                                                            Female
## 33270                                                                              Male
## 33282                                                                              Male
## 33288                                                                              Male
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                                              Male
## 33295                                                                              Male
## 33303                                                                              Male
## 33306                                                                            Female
## 33315 Information not provided by applicant in mail, Internet, or telephone application
## 33318                                                                            Female
## 33324                                                                              Male
## 33330                                                                              Male
## 33348                                                                              Male
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                                            Female
## 33417                                                                            Female
## 33426                                                                              Male
## 33432                                                                              Male
## 33444                                                                              Male
## 33445                                                                              Male
## 33456                                                                              Male
## 33457 Information not provided by applicant in mail, Internet, or telephone application
## 33469                                                                              Male
## 33480                                                                              Male
## 33486                                                                              Male
## 33493                                                                              Male
## 33510                                                                              Male
## 33528                                                                              Male
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## 33671                                                                              Male
## 33672                                                                              Male
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## 33685                                                                              Male
## 33690                                                                              Male
## 33708                                                                              Male
## 33714                                                                              Male
## 33715                                                                              Male
## 33738                                                                              Male
## 33751 Information not provided by applicant in mail, Internet, or telephone application
## 33773                                                                            Female
## 33774                                                                              Male
## 33786                                                                            Female
## 33793 Information not provided by applicant in mail, Internet, or telephone application
## 33797                                                                              Male
## 33805 Information not provided by applicant in mail, Internet, or telephone application
## 33816                                                                              Male
## 33817                                                                              Male
## 33824                                                                            Female
## 33882                                                                              Male
## 33894                                                                              Male
## 33912                                                                              Male
## 33918                                                                              Male
## 33919 Information not provided by applicant in mail, Internet, or telephone application
## 33920                                                                              Male
## 33924                                                                              Male
## 33926                                                                            Female
## 33930                                                                              Male
## 33936                                                                              Male
## 33948                                                                              Male
## 33954                                                                            Female
## 33972                                                                              Male
## 33977                                                                            Female
## 33984                                                                              Male
## 33987 Information not provided by applicant in mail, Internet, or telephone application
## 34020                                                                              Male
## 34023                                                                              Male
## 34038                                                                              Male
## 34050                                                                            Female
## 34056                                                                              Male
## 34062                                                                              Male
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## 34074                                                                              Male
## 34079                                                                            Female
## 34080                                                                              Male
## 34083                                                                              Male
## 34086                                                                              Male
## 34092                                                                              Male
## 34098                                                                              Male
## 34101 Information not provided by applicant in mail, Internet, or telephone application
## 34105 Information not provided by applicant in mail, Internet, or telephone application
## 34110                                                                              Male
## 34116                                                                              Male
## 34122                                                                            Female
## 34131                                                                              Male
## 34134                                                                            Female
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                                            Female
## 34164                                                                            Female
## 34174                                                                              Male
## 34176                                                                              Male
## 34206                                                                              Male
## 34208                                                                              Male
## 34212                                                                              Male
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                                            Female
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                                              Male
## 34224                                                                              Male
## 34225                                                                              Male
## 34260                                                                              Male
## 34266                                                                              Male
## 34271                                                                              Male
## 34272                                                                              Male
## 34278                                                                              Male
## 34289                                                                              Male
## 34290                                                                            Female
## 34292                                                                              Male
## 34296                                                                              Male
## 34308                                                                              Male
## 34326                                                                              Male
## 34327                                                                              Male
## 34338                                                                              Male
## 34350                                                                              Male
## 34360 Information not provided by applicant in mail, Internet, or telephone application
## 34368                                                                              Male
## 34369                                                                            Female
## 34392                                                                              Male
## 34423                                                                              Male
## 34428                                                                              Male
## 34440                                                                            Female
## 34445                                                                              Male
## 34452                                                                            Female
## 34458                                                                              Male
## 34470                                                                              Male
## 34477 Information not provided by applicant in mail, Internet, or telephone application
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492                                                                              Male
## 34494                                                                              Male
## 34497                                                                              Male
## 34500                                                                              Male
## 34502                                                                              Male
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                                            Female
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                                              Male
## 34530                                                                              Male
## 34536                                                                              Male
## 34547                                                                              Male
## 34548                                                                              Male
## 34550                                                                              Male
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## 34566                                                                              Male
## 34568                                                                              Male
## 34571                                                                            Female
## 34572                                                                              Male
## 34600                                                                              Male
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616                                                                            Female
## 34628                                                                            Female
## 34634                                                                            Female
## 34638                                                                              Male
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                                              Male
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                                              Male
## 34677                                                                              Male
## 34680                                                                            Female
## 34687                                                                              Male
## 34695 Information not provided by applicant in mail, Internet, or telephone application
## 34700                                                                            Female
## 34701                                                                              Male
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715                                                                              Male
## 34722                                                                              Male
## 34724                                                                              Male
## 34726                                                                            Female
## 34730                                                                              Male
## 34736                                                                              Male
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742                                                                              Male
## 34748 Information not provided by applicant in mail, Internet, or telephone application
## 34758                                                                              Male
## 34770                                                                            Female
## 34772                                                                              Male
## 34788                                                                              Male
## 34790                                                                              Male
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                                              Male
## 34817                                                                              Male
## 34818                                                                              Male
## 34820                                                                            Female
## 34830                                                                              Male
## 34831                                                                              Male
## 34838                                                                              Male
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844                                                                              Male
## 34848                                                                            Female
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                                              Male
## 34862                                                                            Female
## 34865                                                                            Female
## 34868 Information not provided by applicant in mail, Internet, or telephone application
## 34874                                                                              Male
## 34878                                                                              Male
## 34880                                                                              Male
## 34884                                                                              Male
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                                              Male
## 34901                                                                            Female
## 34904                                                                            Female
## 34908                                                                            Female
## 34915                                                                              Male
## 34920                                                                              Male
## 34926                                                                              Male
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                                              Male
## 34932                                                                              Male
## 34938                                                                              Male
## 34939                                                                              Male
## 34944                                                                              Male
## 34950                                                                              Male
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## 34962                                                                              Male
## 34968                                                                              Male
## 34974                                                                            Female
## 34986                                                                              Male
## 34992                                                                              Male
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999                                                                              Male
## 35000                                                                              Male
## 35004                                                                              Male
## 35010                                                                              Male
## 35012                                                                              Male
## 35013                                                                              Male
## 35016                                                                              Male
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                                            Female
## 35029 Information not provided by applicant in mail, Internet, or telephone application
## 35032                                                                              Male
## 35034                                                                              Male
## 35036 Information not provided by applicant in mail, Internet, or telephone application
## 35041                                                                              Male
## 35046                                                                              Male
## 35052                                                                              Male
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                                            Female
## 35060                                                                              Male
## 35064                                                                              Male
## 35072 Information not provided by applicant in mail, Internet, or telephone application
## 35076                                                                              Male
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                                              Male
## 35100                                                                              Male
## 35101                                                                              Male
## 35106                                                                              Male
## 35108                                                                              Male
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                                              Male
## 35124                                                                              Male
## 35126                                                                              Male
## 35127                                                                              Male
## 35144                                                                              Male
## 35148                                                                              Male
## 35154                                                                              Male
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168                                                                              Male
## 35174                                                                              Male
## 35184                                                                              Male
## 35185 Information not provided by applicant in mail, Internet, or telephone application
## 35208                                                                              Male
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                                              Male
## 35240                                                                              Male
## 35242                                                                            Female
## 35244                                                                              Male
## 35250                                                                              Male
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                                              Male
## 35294                                                                              Male
## 35298                                                                              Male
## 35317                                                                              Male
## 35322                                                                              Male
## 35328                                                                              Male
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335                                                                              Male
## 35346                                                                              Male
## 35348                                                                            Female
## 35352                                                                            Female
## 35358                                                                              Male
## 35370                                                                              Male
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## 35382                                                                              Male
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## 35394                                                                              Male
## 35400                                                                              Male
## 35402 Information not provided by applicant in mail, Internet, or telephone application
## 35406                                                                              Male
## 35408                                                                              Male
## 35412                                                                              Male
## 35430                                                                              Male
## 35431                                                                            Female
## 35448                                                                              Male
## 35450 Information not provided by applicant in mail, Internet, or telephone application
## 35454                                                                              Male
## 35455                                                                            Female
## 35460                                                                              Male
## 35466                                                                              Male
## 35472                                                                              Male
## 35478                                                                              Male
## 35484                                                                              Male
## 35485                                                                              Male
## 35490                                                                              Male
## 35496                                                                              Male
## 35498 Information not provided by applicant in mail, Internet, or telephone application
## 35502                                                                              Male
## 35514                                                                              Male
## 35516                                                                              Male
## 35520                                                                              Male
## 35521                                                                            Female
## 35522                                                                              Male
## 35525                                                                              Male
## 35528                                                                              Male
## 35532                                                                              Male
## 35538                                                                            Female
## 35544                                                                              Male
## 35586                                                                            Female
## 35598                                                                              Male
## 35601                                                                              Male
## 35616                                                                              Male
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                                              Male
## 35634                                                                              Male
## 35640                                                                              Male
## 35646                                                                            Female
## 35652                                                                              Male
## 35653                                                                    Not applicable
## 35664                                                                              Male
## 35676                                                                              Male
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                                              Male
## 35688                                                                              Male
## 35703 Information not provided by applicant in mail, Internet, or telephone application
## 35724                                                                            Female
## 35730                                                                              Male
## 35737                                                                              Male
## 35742                                                                              Male
## 35748                                                                              Male
## 35760                                                                              Male
## 35784                                                                              Male
## 35789                                                                              Male
## 35790                                                                              Male
## 35802                                                                              Male
## 35814                                                                              Male
## 35820                                                                            Female
## 35910                                                                              Male
## 35921                                                                              Male
## 35922                                                                            Female
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937                                                                              Male
## 35946                                                                              Male
## 35970                                                                              Male
## 35979                                                                              Male
## 36006                                                                            Female
## 36013                                                                              Male
## 36015                                                                            Female
## 36043                                                                              Male
## 36073                                                                              Male
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                                              Male
## 36174                                                                              Male
## 36189                                                                            Female
## 36192                                                                              Male
## 36226                                                                              Male
## 36261                                                                              Male
## 36265                                                                              Male
## 36283 Information not provided by applicant in mail, Internet, or telephone application
## 36304                                                                              Male
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                                            Female
## 36400                                                                              Male
## 36419                                                                              Male
## 36432                                                                              Male
## 36475                                                                            Female
## 36492                                                                            Female
## 36525                                                                              Male
## 36569                                                                              Male
## 36596                                                                              Male
## 36600                                                                              Male
## 36630                                                                              Male
## 36637                                                                              Male
## 36641 Information not provided by applicant in mail, Internet, or telephone application
## 36748                                                                              Male
## 36789                                                                              Male
## 36799                                                                              Male
## 36843 Information not provided by applicant in mail, Internet, or telephone application
## 36849                                                                            Female
## 36866                                                                              Male
## 36883                                                                              Male
## 36901                                                                              Male
## 36924                                                                              Male
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077 Information not provided by applicant in mail, Internet, or telephone application
## 37113                                                                              Male
## 37167                                                                              Male
## 37171                                                                              Male
## 37201                                                                              Male
## 37207                                                                              Male
## 37262                                                                              Male
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                                              Male
## 37393                                                                              Male
## 37402 Information not provided by applicant in mail, Internet, or telephone application
## 37419                                                                              Male
## 37435                                                                            Female
## 37442                                                                              Male
## 37448                                                                            Female
## 37484                                                                              Male
## 37579                                                                              Male
## 37584                                                                              Male
## 37591 Information not provided by applicant in mail, Internet, or telephone application
## 37644                                                                              Male
## 37681                                                                            Female
## 37692                                                                              Male
## 37701                                                                              Male
## 37761                                                                              Male
## 37783                                                                              Male
## 37784                                                                              Male
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821                                                                            Female
## 37832                                                                              Male
## 37862                                                                              Male
## 37868                                                                              Male
## 37888                                                                              Male
## 37896                                                                              Male
## 37968                                                                              Male
## 37970                                                                              Male
## 38000                                                                              Male
## 38014                                                                    Not applicable
## 38036                                                                              Male
## 38042                                                                            Female
## 38077                                                                              Male
## 38126                                                                              Male
## 38145 Information not provided by applicant in mail, Internet, or telephone application
## 38149                                                                            Female
## 38164                                                                              Male
## 38166                                                                              Male
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                                            Female
## 38263                                                                              Male
## 38280                                                                              Male
## 38334                                                                            Female
## 38346                                                                              Male
## 38440                                                                              Male
## 38462                                                                    Not applicable
## 38476                                                                              Male
## 38481                                                                            Female
## 38492                                                                              Male
## 38565                                                                            Female
## 38599                                                                              Male
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## 38946                                                                              Male
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## 39285                                                                            Female
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## 39292                                                                              Male
## 39313                                                                              Male
## 39348                                                                              Male
## 39397                                                                    Not applicable
## 39420                                                                            Female
## 39423                                                                              Male
## 39432                                                                              Male
## 39453 Information not provided by applicant in mail, Internet, or telephone application
## 39486                                                                              Male
## 39493 Information not provided by applicant in mail, Internet, or telephone application
## 39498                                                                              Male
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                                              Male
## 39534                                                                              Male
## 39541                                                                              Male
## 39546                                                                              Male
## 39555                                                                            Female
## 39558                                                                              Male
## 39564                                                                              Male
## 39570                                                                              Male
## 39576                                                                              Male
## 39578                                                                            Female
## 39582                                                                              Male
## 39585                                                                              Male
## 39588                                                                              Male
## 39594                                                                              Male
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                                            Female
## 39606                                                                            Female
## 39618                                                                              Male
## 39624                                                                              Male
## 39625                                                                            Female
## 39627                                                                            Female
## 39630                                                                              Male
## 39631                                                                            Female
## 39636                                                                              Male
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## 39647                                                                            Female
## 39648                                                                              Male
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## 39728                                                                              Male
## 39732                                                                              Male
## 39758                                                                              Male
## 39762                                                                              Male
## 39768                                                                              Male
## 39780                                                                              Male
## 39798                                                                            Female
## 39810                                                                            Female
## 39816                                                                              Male
## 39828                                                                              Male
## 39829                                                                              Male
## 39834                                                                              Male
## 39851                                                                              Male
## 39858                                                                              Male
## 39879                                                                              Male
## 39889                                                                              Male
## 39906                                                                              Male
## 39919                                                                              Male
## 39940 Information not provided by applicant in mail, Internet, or telephone application
## 39948                                                                              Male
## 39960                                                                              Male
## 40034                                                                              Male
## 40068                                                                              Male
## 40069                                                                              Male
## 40073                                                                              Male
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                                              Male
## 40152                                                                              Male
## 40204                                                                              Male
## 40218                                                                              Male
## 40240                                                                              Male
## 40278                                                                              Male
## 40282                                                                              Male
## 40302                                                                              Male
## 40310                                                                              Male
## 40317 Information not provided by applicant in mail, Internet, or telephone application
## 40340                                                                              Male
## 40345                                                                              Male
## 40379                                                                              Male
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                                              Male
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396 Information not provided by applicant in mail, Internet, or telephone application
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                                              Male
## 40465                                                                              Male
## 40488                                                                              Male
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                                            Female
## 40529                                                                            Female
## 40530                                                                              Male
## 40550                                                                              Male
## 40567                                                                              Male
## 40639                                                                            Female
## 40640                                                                            Female
## 40645                                                                            Female
## 40661                                                                              Male
## 40705                                                                              Male
## 40707                                                                              Male
## 40716                                                                              Male
## 40731                                                                              Male
## 40740                                                                              Male
## 40741                                                                            Female
## 40744                                                                              Male
## 40762                                                                              Male
## 40803                                                                            Female
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                                            Female
## 40853                                                                              Male
## 40877                                                                              Male
## 40897                                                                              Male
## 40929                                                                              Male
## 40978 Information not provided by applicant in mail, Internet, or telephone application
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995 Information not provided by applicant in mail, Internet, or telephone application
## 41037 Information not provided by applicant in mail, Internet, or telephone application
## 41041                                                                              Male
## 41047                                                                              Male
## 41119                                                                              Male
## 41149                                                                              Male
## 41176                                                                              Male
## 41191                                                                            Female
## 41218                                                                              Male
## 41229                                                                            Female
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                                              Male
## 41320                                                                            Female
## 41332                                                                              Male
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                                              Male
## 41368                                                                              Male
## 41381                                                                            Female
## 41406                                                                              Male
## 41448                                                                              Male
## 41479                                                                            Female
## 41499                                                                              Male
## 41515                                                                            Female
## 41526                                                                              Male
## 41561                                                                              Male
## 41574                                                                              Male
## 41584                                                                              Male
## 41592                                                                              Male
## 41602                                                                              Male
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                                              Male
## 41644                                                                              Male
## 41692                                                                              Male
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733 Information not provided by applicant in mail, Internet, or telephone application
## 41769                                                                              Male
## 41822                                                                    Not applicable
## 41828                                                                              Male
## 41857                                                                              Male
## 41858                                                                              Male
## 41865                                                                              Male
## 41871                                                                              Male
## 41925                                                                              Male
## 41931                                                                              Male
## 41991                                                                              Male
## 42039                                                                            Female
## 42088                                                                            Female
## 42094                                                                            Female
## 42173                                                                            Female
## 42182                                                                              Male
## 42211                                                                              Male
## 42222                                                                            Female
## 42224                                                                              Male
## 42267                                                                              Male
## 42274                                                                              Male
## 42278                                                                              Male
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                                            Female
## 42314                                                                              Male
## 42358                                                                              Male
## 42359                                                                            Female
## 42422                                                                              Male
## 42451                                                                            Female
## 42454                                                                            Female
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                                            Female
## 42584                                                                              Male
## 42676                                                                              Male
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                                              Male
## 42794                                                                            Female
## 42825 Information not provided by applicant in mail, Internet, or telephone application
## 42826                                                                            Female
## 42858                                                                              Male
## 42892                                                                              Male
## 42916                                                                              Male
## 42920                                                                            Female
## 42925                                                                              Male
## 43000                                                                              Male
## 43021                                                                            Female
## 43060                                                                              Male
## 43066                                                                              Male
## 43072                                                                            Female
## 43092                                                                            Female
## 43102                                                                            Female
## 43107                                                                              Male
## 43126                                                                              Male
## 43128                                                                            Female
## 43143                                                                              Male
## 43151                                                                              Male
## 43155                                                                              Male
## 43209                                                                              Male
## 43210                                                                            Female
## 43379                                                                              Male
## 43396                                                                              Male
## 43401                                                                              Male
## 43440                                                                            Female
## 43470                                                                              Male
## 43485                                                                              Male
## 43521                                                                              Male
## 43524                                                                              Male
## 43530                                                                            Female
## 43548                                                                            Female
## 43554                                                                              Male
## 43557                                                                              Male
## 43575                                                                              Male
## 43578                                                                              Male
## 43584                                                                              Male
## 43626                                                                              Male
## 43638                                                                              Male
## 43710                                                                              Male
## 43720                                                                              Male
## 43726                                                                              Male
## 43754                                                                            Female
## 43930                                                                              Male
## 43952                                                                              Male
## 43983                                                                              Male
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                                              Male
## 44044                                                                              Male
## 44054                                                                            Female
## 44068                                                                            Female
## 44110                                                                              Male
## 44169 Information not provided by applicant in mail, Internet, or telephone application
## 44225                                                                              Male
## 44251                                                                            Female
## 44256                                                                              Male
## 44268                                                                              Male
## 44286                                                                              Male
## 44298                                                                              Male
## 44308                                                                              Male
## 44316                                                                              Male
## 44321                                                                    Not applicable
## 44325 Information not provided by applicant in mail, Internet, or telephone application
## 44331                                                                              Male
## 44358                                                                              Male
## 44364                                                                              Male
## 44376                                                                              Male
## 44382                                                                            Female
## 44388                                                                              Male
## 44400                                                                              Male
## 44412                                                                              Male
## 44418                                                                              Male
## 44424                                                                              Male
## 44432                                                                              Male
## 44436                                                                              Male
## 44438                                                                              Male
## 44448                                                                              Male
## 44454                                                                            Female
## 44464                                                                            Female
## 44474                                                                              Male
## 44510                                                                    Not applicable
## 44520                                                                              Male
## 44537                                                                            Female
## 44538                                                                              Male
## 44566                                                                              Male
## 44599                                                                              Male
## 44625                                                                              Male
## 44639                                                                              Male
## 44646                                                                              Male
## 44648                                                                              Male
## 44652                                                                              Male
## 44694                                                                              Male
## 44698                                                                              Male
## 44715                                                                              Male
## 44746                                                                              Male
## 44747                                                                            Female
## 44785                                                                              Male
## 44801                                                                            Female
## 44848                                                                              Male
## 44879                                                                              Male
## 44938                                                                              Male
## 45003                                                                              Male
## 45100                                                                              Male
## 45108                                                                              Male
## 45153                                                                              Male
## 45171 Information not provided by applicant in mail, Internet, or telephone application
## 45205                                                                            Female
## 45339                                                                              Male
## 45351                                                                              Male
## 45361                                                                              Male
## 45386                                                                              Male
## 45434                                                                              Male
## 45443                                                                              Male
## 45452                                                                              Male
## 45482                                                                              Male
## 45486                                                                              Male
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                                            Female
## 45633                                                                              Male
## 45641                                                                            Female
## 45646                                                                              Male
## 45660                                                                              Male
## 45676                                                                            Female
## 45690                                                                              Male
## 45714                                                                              Male
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741                                                                              Male
## 45778                                                                              Male
## 45877                                                                              Male
## 45928                                                                              Male
## 45975                                                                              Male
## 46035                                                                            Female
## 46093                                                                              Male
## 46137 Information not provided by applicant in mail, Internet, or telephone application
## 46144                                                                              Male
## 46228                                                                              Male
## 46229                                                                              Male
## 46251                                                                            Female
## 46269                                                                            Female
## 46275                                                                              Male
## 46311 Information not provided by applicant in mail, Internet, or telephone application
## 46455                                                                              Male
## 46472                                                                            Female
## 46498                                                                              Male
## 46608                                                                              Male
## 46624                                                                              Male
## 46654                                                                              Male
## 46659                                                                              Male
## 46707                                                                            Female
## 46717                                                                              Male
## 46743                                                                              Male
## 46751                                                                              Male
## 46763                                                                            Female
## 46786                                                                              Male
## 46809                                                                              Male
## 46869                                                                              Male
## 46890                                                                              Male
## 46936                                                                              Male
## 46938                                                                              Male
## 46959                                                                              Male
## 47030                                                                              Male
## 47040                                                                              Male
## 47092                                                                            Female
## 47115                                                                            Female
## 47187                                                                              Male
## 47261                                                                              Male
## 47343                                                                              Male
## 47356                                                                            Female
## 47445                                                                              Male
## 47517 Information not provided by applicant in mail, Internet, or telephone application
## 47556                                                                              Male
## 47568                                                                              Male
## 47574                                                                              Male
## 47584                                                                              Male
## 47606                                                                              Male
## 47610                                                                              Male
## 47616                                                                              Male
## 47644                                                                              Male
## 47646                                                                            Female
## 47683 Information not provided by applicant in mail, Internet, or telephone application
## 47706                                                                              Male
## 47713                                                                              Male
## 47718                                                                              Male
## 47724                                                                              Male
## 47736                                                                              Male
## 47742                                                                              Male
## 47755                                                                              Male
## 47756                                                                            Female
## 47777                                                                              Male
## 47778                                                                              Male
## 47784                                                                              Male
## 47796                                                                            Female
## 47805                                                                              Male
## 47824                                                                              Male
## 47839                                                                            Female
## 47844                                                                              Male
## 47875                                                                              Male
## 47899                                                                              Male
## 47929                                                                              Male
## 47955                                                                              Male
## 47975                                                                              Male
## 47983                                                                            Female
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                                              Male
## 48095                                                                            Female
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                                              Male
## 48204                                                                              Male
## 48225                                                                              Male
## 48288                                                                              Male
## 48295                                                                              Male
## 48315                                                                            Female
## 48316                                                                              Male
## 48317                                                                              Male
## 48339                                                                              Male
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                                              Male
## 48532                                                                              Male
## 48553                                                                              Male
## 48586                                                                              Male
## 48682                                                                              Male
## 48743                                                                            Female
## 48748                                                                              Male
## 48759                                                                            Female
## 48766                                                                            Female
## 48778                                                                              Male
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                                              Male
## 48799 Information not provided by applicant in mail, Internet, or telephone application
## 48811                                                                    Not applicable
## 48814 Information not provided by applicant in mail, Internet, or telephone application
## 48834                                                                              Male
## 48844                                                                              Male
## 48988                                                                              Male
## 49015                                                                              Male
## 49045                                                                              Male
## 49054 Information not provided by applicant in mail, Internet, or telephone application
## 49055                                                                              Male
## 49069                                                                              Male
## 49091                                                                              Male
## 49146                                                                              Male
## 49161                                                                              Male
## 49165                                                                              Male
## 49177                                                                              Male
## 49222                                                                              Male
## 49229                                                                              Male
## 49235                                                                            Female
## 49243 Information not provided by applicant in mail, Internet, or telephone application
## 49253                                                                              Male
## 49297 Information not provided by applicant in mail, Internet, or telephone application
## 49389                                                                              Male
## 49398                                                                              Male
## 49416                                                                            Female
## 49419                                                                              Male
## 49425                                                                              Male
## 49431                                                                              Male
## 49452                                                                              Male
## 49469                                                                              Male
## 49498                                                                              Male
## 49559                                                                            Female
## 49576                                                                            Female
## 49589                                                                              Male
## 49594 Information not provided by applicant in mail, Internet, or telephone application
## 49602                                                                              Male
## 49685                                                                              Male
## 49705                                                                              Male
## 49717                                                                              Male
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763                                                                              Male
## 49769                                                                              Male
## 49771                                                                              Male
## 49779                                                                              Male
## 49785                                                                              Male
## 49877                                                                              Male
## 49923                                                                              Male
## 49924                                                                              Male
## 49926                                                                              Male
## 50012                                                                              Male
## 50047                                                                              Male
## 50055                                                                              Male
## 50060                                                                              Male
## 50062                                                                            Female
## 50079                                                                              Male
## 50092                                                                              Male
## 50098                                                                              Male
## 50105                                                                              Male
## 50124                                                                              Male
## 50130                                                                              Male
## 50142                                                                              Male
## 50145                                                                              Male
## 50148                                                                              Male
## 50158                                                                              Male
## 50160                                                                              Male
## 50166                                                                              Male
## 50172                                                                              Male
## 50200                                                                              Male
## 50220                                                                              Male
## 50224                                                                              Male
## 50227                                                                              Male
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                                              Male
## 50352                                                                              Male
## 50358                                                                              Male
## 50364                                                                              Male
## 50371                                                                            Female
## 50376                                                                              Male
## 50377                                                                              Male
## 50382                                                                              Male
## 50385                                                                              Male
## 50394                                                                              Male
## 50400                                                                              Male
## 50412                                                                              Male
## 50424                                                                              Male
## 50443                                                                    Not applicable
## 50454                                                                              Male
## 50469                                                                            Female
## 50472                                                                              Male
## 50481                                                                              Male
## 50484                                                                              Male
## 50490                                                                              Male
## 50495                                                                              Male
## 50502                                                                            Female
## 50526                                                                              Male
## 50538                                                                              Male
## 50556                                                                            Female
## 50573                                                                              Male
## 50574                                                                              Male
## 50580                                                                            Female
## 50586                                                                              Male
## 50598                                                                              Male
## 50604                                                                              Male
## 50610                                                                            Female
## 50622                                                                            Female
## 50633                                                                              Male
## 50634                                                                              Male
## 50646                                                                              Male
## 50658                                                                              Male
## 50659                                                                              Male
## 50668                                                                              Male
## 50682                                                                              Male
## 50736                                                                              Male
## 50743                                                                              Male
## 50748                                                                              Male
## 50760                                                                            Female
## 50772                                                                              Male
## 50808                                                                              Male
## 50815                                                                              Male
## 50862                                                                              Male
##                                                                   co_applicant_sex_name
## 1                                                                       No co-applicant
## 7     Information not provided by applicant in mail, Internet, or telephone application
## 9                                                                                  Male
## 37                                                                      No co-applicant
## 51                                                                      No co-applicant
## 87                                                                                 Male
## 112                                                                     No co-applicant
## 154                                                                     No co-applicant
## 171                                                                     No co-applicant
## 177                                                                     No co-applicant
## 224   Information not provided by applicant in mail, Internet, or telephone application
## 238   Information not provided by applicant in mail, Internet, or telephone application
## 248                                                                     No co-applicant
## 250                                                                                Male
## 315   Information not provided by applicant in mail, Internet, or telephone application
## 331   Information not provided by applicant in mail, Internet, or telephone application
## 332                                                                      Not applicable
## 334                                                                     No co-applicant
## 336                                                                     No co-applicant
## 361                                                                     No co-applicant
## 399                                                                     No co-applicant
## 454                                                                     No co-applicant
## 458                                                                     No co-applicant
## 472                                                                              Female
## 482                                                                              Female
## 515                                                                     No co-applicant
## 544                                                                      Not applicable
## 555                                                                     No co-applicant
## 628                                                                                Male
## 639                                                                                Male
## 652                                                                     No co-applicant
## 676                                                                     No co-applicant
## 687   Information not provided by applicant in mail, Internet, or telephone application
## 693                                                                     No co-applicant
## 697                                                                     No co-applicant
## 711                                                                     No co-applicant
## 712                                                                     No co-applicant
## 723                                                                              Female
## 728                                                                              Female
## 735   Information not provided by applicant in mail, Internet, or telephone application
## 766                                                                     No co-applicant
## 769                                                                     No co-applicant
## 790                                                                              Female
## 795                                                                     No co-applicant
## 807   Information not provided by applicant in mail, Internet, or telephone application
## 813   Information not provided by applicant in mail, Internet, or telephone application
## 826                                                                                Male
## 837   Information not provided by applicant in mail, Internet, or telephone application
## 850                                                                              Female
## 856                                                                     No co-applicant
## 886                                                                                Male
## 888                                                                                Male
## 916                                                                              Female
## 933                                                                     No co-applicant
## 952                                                                                Male
## 976                                                                     No co-applicant
## 988                                                                                Male
## 1000                                                                    No co-applicant
## 1004                                                                             Female
## 1006                                                                               Male
## 1024                                                                             Female
## 1051                                                                    No co-applicant
## 1059                                                                    No co-applicant
## 1084                                                                               Male
## 1120  Information not provided by applicant in mail, Internet, or telephone application
## 1126                                                                             Female
## 1131                                                                             Female
## 1133                                                                             Female
## 1168                                                                    No co-applicant
## 1186                                                                               Male
## 1192                                                                    No co-applicant
## 1204                                                                             Female
## 1214                                                                               Male
## 1294                                                                             Female
## 1306                                                                    No co-applicant
## 1307                                                                    No co-applicant
## 1311                                                                               Male
## 1327                                                                    No co-applicant
## 1353                                                                    No co-applicant
## 1365  Information not provided by applicant in mail, Internet, or telephone application
## 1372                                                                               Male
## 1390                                                                             Female
## 1395                                                                             Female
## 1461                                                                    No co-applicant
## 1486                                                                    No co-applicant
## 1491                                                                    No co-applicant
## 1498                                                                             Female
## 1510                                                                    No co-applicant
## 1533                                                                             Female
## 1578                                                                    No co-applicant
## 1588                                                                    No co-applicant
## 1594                                                                    No co-applicant
## 1612                                                                    No co-applicant
## 1623                                                                               Male
## 1636                                                                               Male
## 1647                                                                    No co-applicant
## 1660                                                                             Female
## 1679                                                                               Male
## 1702                                                                    No co-applicant
## 1725                                                                    No co-applicant
## 1731                                                                             Female
## 1737                                                                    No co-applicant
## 1756                                                                    No co-applicant
## 1761                                                                    No co-applicant
## 1767  Information not provided by applicant in mail, Internet, or telephone application
## 1774                                                                             Female
## 1798                                                                    No co-applicant
## 1803                                                                    No co-applicant
## 1822  Information not provided by applicant in mail, Internet, or telephone application
## 1827                                                                    No co-applicant
## 1839                                                                    No co-applicant
## 1892                                                                               Male
## 1898                                                                    No co-applicant
## 1906                                                                             Female
## 1910                                                                    No co-applicant
## 1916                                                                             Female
## 1924                                                                             Female
## 1936                                                                             Female
## 1953                                                                    No co-applicant
## 1954                                                                    No co-applicant
## 1969  Information not provided by applicant in mail, Internet, or telephone application
## 1978                                                                    No co-applicant
## 1983                                                                             Female
## 1995  Information not provided by applicant in mail, Internet, or telephone application
## 2036  Information not provided by applicant in mail, Internet, or telephone application
## 2050                                                                    No co-applicant
## 2055                                                                    No co-applicant
## 2110                                                                    No co-applicant
## 2164                                                                    No co-applicant
## 2187                                                                    No co-applicant
## 2194                                                                    No co-applicant
## 2218                                                                             Female
## 2260  Information not provided by applicant in mail, Internet, or telephone application
## 2283                                                                    No co-applicant
## 2290                                                                               Male
## 2318                                                                               Male
## 2332                                                                    No co-applicant
## 2335                                                                    No co-applicant
## 2343                                                                    No co-applicant
## 2349                                                                    No co-applicant
## 2355  Information not provided by applicant in mail, Internet, or telephone application
## 2356                                                                             Female
## 2380                                                                    No co-applicant
## 2386                                                                    No co-applicant
## 2410                                                                    No co-applicant
## 2440                                                                             Female
## 2451                                                                             Female
## 2487                                                                    No co-applicant
## 2491                                                                    No co-applicant
## 2505                                                                             Female
## 2516                                                                               Male
## 2523                                                                    No co-applicant
## 2541  Information not provided by applicant in mail, Internet, or telephone application
## 2542                                                                    No co-applicant
## 2547  Information not provided by applicant in mail, Internet, or telephone application
## 2554                                                                    No co-applicant
## 2566                                                                             Female
## 2590                                                                             Female
## 2625                                                                    No co-applicant
## 2626                                                                             Female
## 2643                                                                    No co-applicant
## 2656                                                                             Female
## 2665  Information not provided by applicant in mail, Internet, or telephone application
## 2704                                                                    No co-applicant
## 2746  Information not provided by applicant in mail, Internet, or telephone application
## 2747                                                                    No co-applicant
## 2774                                                                    No co-applicant
## 2776  Information not provided by applicant in mail, Internet, or telephone application
## 2782                                                                    No co-applicant
## 2806                                                                    No co-applicant
## 2818                                                                    No co-applicant
## 2836                                                                    No co-applicant
## 2860                                                                             Female
## 2872                                                                             Female
## 2884                                                                    No co-applicant
## 2890                                                                    No co-applicant
## 2900                                                                             Female
## 2902                                                                    No co-applicant
## 2949                                                                    No co-applicant
## 2951                                                                    No co-applicant
## 2956                                                                               Male
## 2974  Information not provided by applicant in mail, Internet, or telephone application
## 3016                                                                    No co-applicant
## 3053                                                                    No co-applicant
## 3076  Information not provided by applicant in mail, Internet, or telephone application
## 3094                                                                             Female
## 3123                                                                             Female
## 3166                                                                             Female
## 3213                                                                    No co-applicant
## 3232                                                                    No co-applicant
## 3247                                                                    No co-applicant
## 3267                                                                    No co-applicant
## 3274                                                                    No co-applicant
## 3280                                                                    No co-applicant
## 3286                                                                    No co-applicant
## 3292                                                                             Female
## 3334                                                                             Female
## 3339                                                                               Male
## 3380                                                                             Female
## 3381                                                                    No co-applicant
## 3387                                                                    No co-applicant
## 3429                                                                    No co-applicant
## 3453  Information not provided by applicant in mail, Internet, or telephone application
## 3466                                                                             Female
## 3470                                                                             Female
## 3495                                                                    No co-applicant
## 3520                                                                    No co-applicant
## 3542                                                                    No co-applicant
## 3544                                                                    No co-applicant
## 3575                                                                               Male
## 3580                                                                    No co-applicant
## 3586                                                                    No co-applicant
## 3591  Information not provided by applicant in mail, Internet, or telephone application
## 3592                                                                             Female
## 3615                                                                    No co-applicant
## 3630                                                                    No co-applicant
## 3660                                                                               Male
## 3664                                                                    No co-applicant
## 3690                                                                               Male
## 3736                                                                    No co-applicant
## 3743                                                                    No co-applicant
## 3749                                                                    No co-applicant
## 3768  Information not provided by applicant in mail, Internet, or telephone application
## 3775                                                                    No co-applicant
## 3790                                                                    No co-applicant
## 3796                                                                    No co-applicant
## 3797                                                                               Male
## 3837                                                                    No co-applicant
## 3862                                                                    No co-applicant
## 3874                                                                    No co-applicant
## 3887                                                                             Female
## 3899                                                                    No co-applicant
## 3904                                                                    No co-applicant
## 3921                                                                               Male
## 3922                                                                    No co-applicant
## 3934                                                                               Male
## 3975                                                                               Male
## 3982                                                                    No co-applicant
## 4018                                                                               Male
## 4054                                                                             Female
## 4072                                                                             Female
## 4108                                                                             Female
## 4126                                                                             Female
## 4174                                                                             Female
## 4178                                                                               Male
## 4187  Information not provided by applicant in mail, Internet, or telephone application
## 4228  Information not provided by applicant in mail, Internet, or telephone application
## 4229                                                                    No co-applicant
## 4233                                                                    No co-applicant
## 4241  Information not provided by applicant in mail, Internet, or telephone application
## 4251                                                                             Female
## 4253                                                                             Female
## 4259  Information not provided by applicant in mail, Internet, or telephone application
## 4268                                                                               Male
## 4276                                                                             Female
## 4283                                                                    No co-applicant
## 4293                                                                    No co-applicant
## 4295                                                                    No co-applicant
## 4299                                                                    No co-applicant
## 4301                                                                             Female
## 4305                                                                    No co-applicant
## 4306                                                                    No co-applicant
## 4310                                                                    No co-applicant
## 4319                                                                    No co-applicant
## 4325                                                                    No co-applicant
## 4330                                                                    No co-applicant
## 4331                                                                    No co-applicant
## 4341                                                                               Male
## 4345                                                                    No co-applicant
## 4349  Information not provided by applicant in mail, Internet, or telephone application
## 4358                                                                    No co-applicant
## 4367  Information not provided by applicant in mail, Internet, or telephone application
## 4371                                                                             Female
## 4375                                                                             Female
## 4378                                                                             Female
## 4388                                                                    No co-applicant
## 4402                                                                             Female
## 4408                                                                    No co-applicant
## 4415                                                                               Male
## 4433                                                                    No co-applicant
## 4438                                                                               Male
## 4449  Information not provided by applicant in mail, Internet, or telephone application
## 4459  Information not provided by applicant in mail, Internet, or telephone application
## 4474                                                                             Female
## 4527                                                                    No co-applicant
## 4528                                                                               Male
## 4534                                                                    No co-applicant
## 4546  Information not provided by applicant in mail, Internet, or telephone application
## 4558                                                                    No co-applicant
## 4560                                                                             Female
## 4582                                                                    No co-applicant
## 4597                                                                             Female
## 4606                                                                    No co-applicant
## 4621                                                                             Female
## 4627                                                                             Female
## 4650                                                                             Female
## 4662                                                                             Female
## 4672                                                                               Male
## 4701                                                                    No co-applicant
## 4737                                                                             Female
## 4743                                                                             Female
## 4756                                                                               Male
## 4762                                                                             Female
## 4771                                                                    No co-applicant
## 4776                                                                             Female
## 4785                                                                               Male
## 4791                                                                             Female
## 4792                                                                             Female
## 4811                                                                    No co-applicant
## 4817  Information not provided by applicant in mail, Internet, or telephone application
## 4823                                                                    No co-applicant
## 4848                                                                    No co-applicant
## 4849                                                                    No co-applicant
## 4852                                                                             Female
## 4859                                                                    No co-applicant
## 4866                                                                    No co-applicant
## 4869                                                                             Female
## 4870  Information not provided by applicant in mail, Internet, or telephone application
## 4881                                                                             Female
## 4899                                                                             Female
## 4912                                                                    No co-applicant
## 4918  Information not provided by applicant in mail, Internet, or telephone application
## 4934                                                                             Female
## 4942                                                                    No co-applicant
## 4944                                                                             Female
## 4945                                                                               Male
## 4946                                                                    No co-applicant
## 4947                                                                    No co-applicant
## 4954  Information not provided by applicant in mail, Internet, or telephone application
## 4963  Information not provided by applicant in mail, Internet, or telephone application
## 4976                                                                    No co-applicant
## 4978                                                                               Male
## 4980                                                                               Male
## 4987                                                                             Female
## 5008                                                                             Female
## 5029  Information not provided by applicant in mail, Internet, or telephone application
## 5035  Information not provided by applicant in mail, Internet, or telephone application
## 5042                                                                    No co-applicant
## 5071                                                                    No co-applicant
## 5073                                                                    No co-applicant
## 5080                                                                               Male
## 5105                                                                               Male
## 5110                                                                             Female
## 5127  Information not provided by applicant in mail, Internet, or telephone application
## 5133                                                                    No co-applicant
## 5146  Information not provided by applicant in mail, Internet, or telephone application
## 5158                                                                    No co-applicant
## 5200                                                                    No co-applicant
## 5202                                                                             Female
## 5218                                                                     Not applicable
## 5229                                                                    No co-applicant
## 5253                                                                             Female
## 5260                                                                    No co-applicant
## 5272                                                                             Female
## 5280                                                                             Female
## 5302                                                                               Male
## 5331                                                                    No co-applicant
## 5335                                                                    No co-applicant
## 5374                                                                    No co-applicant
## 5398                                                                    No co-applicant
## 5403                                                                             Female
## 5434                                                                             Female
## 5439                                                                    No co-applicant
## 5443                                                                    No co-applicant
## 5445                                                                    No co-applicant
## 5451                                                                    No co-applicant
## 5458                                                                    No co-applicant
## 5463                                                                             Female
## 5481                                                                    No co-applicant
## 5500                                                                    No co-applicant
## 5524                                                                               Male
## 5529                                                                    No co-applicant
## 5541                                                                    No co-applicant
## 5548                                                                     Not applicable
## 5551                                                                    No co-applicant
## 5560                                                                             Female
## 5575  Information not provided by applicant in mail, Internet, or telephone application
## 5578                                                                             Female
## 5581                                                                    No co-applicant
## 5587                                                                    No co-applicant
## 5606                                                                    No co-applicant
## 5620                                                                    No co-applicant
## 5631                                                                               Male
## 5633                                                                    No co-applicant
## 5637                                                                               Male
## 5644                                                                             Female
## 5645                                                                    No co-applicant
## 5659                                                                             Female
## 5665                                                                             Female
## 5667                                                                    No co-applicant
## 5673  Information not provided by applicant in mail, Internet, or telephone application
## 5691                                                                    No co-applicant
## 5692                                                                    No co-applicant
## 5697                                                                               Male
## 5700                                                                    No co-applicant
## 5710                                                                             Female
## 5711                                                                             Female
## 5722                                                                               Male
## 5727                                                                             Female
## 5733                                                                    No co-applicant
## 5745  Information not provided by applicant in mail, Internet, or telephone application
## 5747  Information not provided by applicant in mail, Internet, or telephone application
## 5769                                                                    No co-applicant
## 5775  Information not provided by applicant in mail, Internet, or telephone application
## 5786                                                                             Female
## 5795                                                                    No co-applicant
## 5807                                                                    No co-applicant
## 5810                                                                             Female
## 5821                                                                    No co-applicant
## 5824                                                                             Female
## 5860                                                                             Female
## 5878                                                                    No co-applicant
## 5956                                                                    No co-applicant
## 5974                                                                    No co-applicant
## 5980                                                                    No co-applicant
## 5986                                                                               Male
## 5988                                                                    No co-applicant
## 5991                                                                               Male
## 6004                                                                               Male
## 6030                                                                             Female
## 6042                                                                             Female
## 6051                                                                    No co-applicant
## 6058                                                                             Female
## 6070                                                                             Female
## 6075                                                                    No co-applicant
## 6083                                                                             Female
## 6087  Information not provided by applicant in mail, Internet, or telephone application
## 6088                                                                    No co-applicant
## 6093  Information not provided by applicant in mail, Internet, or telephone application
## 6095                                                                               Male
## 6110                                                                             Female
## 6142                                                                             Female
## 6178                                                                             Female
## 6184                                                                    No co-applicant
## 6187  Information not provided by applicant in mail, Internet, or telephone application
## 6202                                                                             Female
## 6207                                                                    No co-applicant
## 6211  Information not provided by applicant in mail, Internet, or telephone application
## 6226                                                                             Female
## 6237                                                                    No co-applicant
## 6244                                                                    No co-applicant
## 6256                                                                    No co-applicant
## 6328                                                                             Female
## 6334  Information not provided by applicant in mail, Internet, or telephone application
## 6340  Information not provided by applicant in mail, Internet, or telephone application
## 6355                                                                    No co-applicant
## 6358                                                                             Female
## 6370  Information not provided by applicant in mail, Internet, or telephone application
## 6376                                                                               Male
## 6379                                                                    No co-applicant
## 6385                                                                             Female
## 6399                                                                               Male
## 6401                                                                             Female
## 6413                                                                             Female
## 6421                                                                    No co-applicant
## 6425                                                                             Female
## 6431                                                                               Male
## 6438                                                                               Male
## 6459                                                                    No co-applicant
## 6464                                                                    No co-applicant
## 6467                                                                    No co-applicant
## 6485                                                                             Female
## 6492                                                                             Female
## 6495                                                                             Female
## 6503                                                                             Female
## 6512                                                                    No co-applicant
## 6517                                                                    No co-applicant
## 6525                                                                             Female
## 6526                                                                             Female
## 6533                                                                    No co-applicant
## 6543  Information not provided by applicant in mail, Internet, or telephone application
## 6547                                                                    No co-applicant
## 6550  Information not provided by applicant in mail, Internet, or telephone application
## 6556                                                                    No co-applicant
## 6575                                                                               Male
## 6581  Information not provided by applicant in mail, Internet, or telephone application
## 6595                                                                               Male
## 6598  Information not provided by applicant in mail, Internet, or telephone application
## 6603                                                                               Male
## 6609                                                                    No co-applicant
## 6615                                                                    No co-applicant
## 6620                                                                             Female
## 6628                                                                    No co-applicant
## 6634                                                                    No co-applicant
## 6641                                                                               Male
## 6663                                                                    No co-applicant
## 6689                                                                    No co-applicant
## 6696                                                                    No co-applicant
## 6705                                                                    No co-applicant
## 6726                                                                             Female
## 6730                                                                             Female
## 6731  Information not provided by applicant in mail, Internet, or telephone application
## 6760                                                                    No co-applicant
## 6772  Information not provided by applicant in mail, Internet, or telephone application
## 6792                                                                    No co-applicant
## 6805                                                                    No co-applicant
## 6819                                                                             Female
## 6826                                                                               Male
## 6844                                                                    No co-applicant
## 6862                                                                    No co-applicant
## 6865                                                                    No co-applicant
## 6871                                                                    No co-applicant
## 6886  Information not provided by applicant in mail, Internet, or telephone application
## 6892                                                                    No co-applicant
## 6906                                                                               Male
## 6909  Information not provided by applicant in mail, Internet, or telephone application
## 6913  Information not provided by applicant in mail, Internet, or telephone application
## 6915                                                                    No co-applicant
## 6927                                                                    No co-applicant
## 6928                                                                             Female
## 6943                                                                               Male
## 6955  Information not provided by applicant in mail, Internet, or telephone application
## 6968                                                                    No co-applicant
## 6973                                                                               Male
## 7012                                                                               Male
## 7021                                                                    No co-applicant
## 7024                                                                             Female
## 7031                                                                    No co-applicant
## 7033                                                                    No co-applicant
## 7034                                                                    No co-applicant
## 7035                                                                             Female
## 7036                                                                             Female
## 7045                                                                    No co-applicant
## 7066                                                                    No co-applicant
## 7069  Information not provided by applicant in mail, Internet, or telephone application
## 7078                                                                    No co-applicant
## 7087                                                                             Female
## 7093  Information not provided by applicant in mail, Internet, or telephone application
## 7095  Information not provided by applicant in mail, Internet, or telephone application
## 7111                                                                    No co-applicant
## 7120                                                                               Male
## 7123  Information not provided by applicant in mail, Internet, or telephone application
## 7137  Information not provided by applicant in mail, Internet, or telephone application
## 7139  Information not provided by applicant in mail, Internet, or telephone application
## 7163                                                                             Female
## 7168                                                                             Female
## 7171                                                                    No co-applicant
## 7175                                                                               Male
## 7180                                                                             Female
## 7183                                                                             Female
## 7189                                                                    No co-applicant
## 7196                                                                    No co-applicant
## 7197                                                                    No co-applicant
## 7198                                                                             Female
## 7207                                                                    No co-applicant
## 7215                                                                             Female
## 7219  Information not provided by applicant in mail, Internet, or telephone application
## 7221                                                                    No co-applicant
## 7225  Information not provided by applicant in mail, Internet, or telephone application
## 7233                                                                             Female
## 7237                                                                    No co-applicant
## 7239                                                                    No co-applicant
## 7240                                                                               Male
## 7251                                                                    No co-applicant
## 7252                                                                             Female
## 7255                                                                    No co-applicant
## 7263  Information not provided by applicant in mail, Internet, or telephone application
## 7288                                                                    No co-applicant
## 7294  Information not provided by applicant in mail, Internet, or telephone application
## 7303                                                                             Female
## 7306                                                                             Female
## 7318                                                                    No co-applicant
## 7319                                                                    No co-applicant
## 7339  Information not provided by applicant in mail, Internet, or telephone application
## 7376                                                                    No co-applicant
## 7381                                                                    No co-applicant
## 7387                                                                    No co-applicant
## 7388                                                                             Female
## 7393                                                                    No co-applicant
## 7402                                                                    No co-applicant
## 7403                                                                    No co-applicant
## 7405                                                                    No co-applicant
## 7411                                                                    No co-applicant
## 7443  Information not provided by applicant in mail, Internet, or telephone application
## 7447                                                                               Male
## 7457                                                                    No co-applicant
## 7469                                                                    No co-applicant
## 7498                                                                    No co-applicant
## 7516                                                                    No co-applicant
## 7522                                                                               Male
## 7530                                                                             Female
## 7531                                                                    No co-applicant
## 7540                                                                             Female
## 7541                                                                               Male
## 7547                                                                    No co-applicant
## 7568                                                                             Female
## 7577                                                                    No co-applicant
## 7578                                                                             Female
## 7579                                                                    No co-applicant
## 7588                                                                               Male
## 7591                                                                    No co-applicant
## 7594                                                                             Female
## 7601                                                                             Female
## 7603  Information not provided by applicant in mail, Internet, or telephone application
## 7607                                                                    No co-applicant
## 7612                                                                             Female
## 7615  Information not provided by applicant in mail, Internet, or telephone application
## 7624                                                                             Female
## 7637                                                                    No co-applicant
## 7641                                                                             Female
## 7649  Information not provided by applicant in mail, Internet, or telephone application
## 7664                                                                    No co-applicant
## 7671  Information not provided by applicant in mail, Internet, or telephone application
## 7672                                                                             Female
## 7677                                                                    No co-applicant
## 7684  Information not provided by applicant in mail, Internet, or telephone application
## 7738                                                                    No co-applicant
## 7756  Information not provided by applicant in mail, Internet, or telephone application
## 7768  Information not provided by applicant in mail, Internet, or telephone application
## 7775  Information not provided by applicant in mail, Internet, or telephone application
## 7780                                                                             Female
## 7786                                                                    No co-applicant
## 7805                                                                    No co-applicant
## 7809                                                                    No co-applicant
## 7816                                                                               Male
## 7817                                                                    No co-applicant
## 7828                                                                    No co-applicant
## 7829                                                                               Male
## 7846                                                                             Female
## 7856                                                                    No co-applicant
## 7864                                                                    No co-applicant
## 7894                                                                             Female
## 7909                                                                    No co-applicant
## 7915                                                                    No co-applicant
## 7940                                                                    No co-applicant
## 7966                                                                             Female
## 7991                                                                    No co-applicant
## 7996                                                                    No co-applicant
## 8007                                                                    No co-applicant
## 8015                                                                             Female
## 8035                                                                    No co-applicant
## 8038                                                                             Female
## 8042  Information not provided by applicant in mail, Internet, or telephone application
## 8044                                                                             Female
## 8056                                                                             Female
## 8081                                                                    No co-applicant
## 8086                                                                               Male
## 8104                                                                    No co-applicant
## 8122                                                                    No co-applicant
## 8150                                                                    No co-applicant
## 8152                                                                             Female
## 8206                                                                             Female
## 8210                                                                             Female
## 8212  Information not provided by applicant in mail, Internet, or telephone application
## 8266                                                                    No co-applicant
## 8267                                                                             Female
## 8272                                                                    No co-applicant
## 8282                                                                             Female
## 8338  Information not provided by applicant in mail, Internet, or telephone application
## 8341                                                                    No co-applicant
## 8344                                                                    No co-applicant
## 8353                                                                             Female
## 8359                                                                    No co-applicant
## 8374                                                                             Female
## 8398                                                                             Female
## 8401                                                                             Female
## 8404                                                                    No co-applicant
## 8439                                                                    No co-applicant
## 8489                                                                    No co-applicant
## 8533  Information not provided by applicant in mail, Internet, or telephone application
## 8539                                                                    No co-applicant
## 8542                                                                             Female
## 8545                                                                    No co-applicant
## 8561                                                                    No co-applicant
## 8596                                                                             Female
## 8614                                                                    No co-applicant
## 8632  Information not provided by applicant in mail, Internet, or telephone application
## 8649  Information not provided by applicant in mail, Internet, or telephone application
## 8655                                                                    No co-applicant
## 8669                                                                             Female
## 8686                                                                             Female
## 8692                                                                    No co-applicant
## 8697                                                                    No co-applicant
## 8698                                                                    No co-applicant
## 8710  Information not provided by applicant in mail, Internet, or telephone application
## 8719                                                                    No co-applicant
## 8740  Information not provided by applicant in mail, Internet, or telephone application
## 8758                                                                             Female
## 8783                                                                    No co-applicant
## 8788                                                                               Male
## 8797                                                                               Male
## 8806                                                                             Female
## 8812                                                                             Female
## 8818                                                                    No co-applicant
## 8821                                                                             Female
## 8896                                                                             Female
## 8932                                                                             Female
## 9004                                                                             Female
## 9022                                                                             Female
## 9028  Information not provided by applicant in mail, Internet, or telephone application
## 9034                                                                             Female
## 9052  Information not provided by applicant in mail, Internet, or telephone application
## 9058                                                                    No co-applicant
## 9082                                                                             Female
## 9088                                                                             Female
## 9113                                                                               Male
## 9119                                                                    No co-applicant
## 9141                                                                    No co-applicant
## 9148                                                                    No co-applicant
## 9149                                                                    No co-applicant
## 9155                                                                    No co-applicant
## 9160                                                                    No co-applicant
## 9181                                                                    No co-applicant
## 9184                                                                             Female
## 9191                                                                    No co-applicant
## 9196                                                                    No co-applicant
## 9197                                                                    No co-applicant
## 9199                                                                    No co-applicant
## 9203  Information not provided by applicant in mail, Internet, or telephone application
## 9205                                                                    No co-applicant
## 9208  Information not provided by applicant in mail, Internet, or telephone application
## 9247                                                                    No co-applicant
## 9253                                                                    No co-applicant
## 9256                                                                    No co-applicant
## 9271                                                                    No co-applicant
## 9279                                                                    No co-applicant
## 9280                                                                             Female
## 9289                                                                    No co-applicant
## 9295                                                                    No co-applicant
## 9317                                                                    No co-applicant
## 9322  Information not provided by applicant in mail, Internet, or telephone application
## 9337                                                                    No co-applicant
## 9340  Information not provided by applicant in mail, Internet, or telephone application
## 9359                                                                    No co-applicant
## 9361                                                                    No co-applicant
## 9365                                                                             Female
## 9371                                                                    No co-applicant
## 9376                                                                    No co-applicant
## 9381  Information not provided by applicant in mail, Internet, or telephone application
## 9415                                                                    No co-applicant
## 9429                                                                             Female
## 9436                                                                             Female
## 9484                                                                    No co-applicant
## 9496  Information not provided by applicant in mail, Internet, or telephone application
## 9502                                                                             Female
## 9526                                                                               Male
## 9532                                                                    No co-applicant
## 9535  Information not provided by applicant in mail, Internet, or telephone application
## 9549                                                                               Male
## 9563                                                                    No co-applicant
## 9574                                                                             Female
## 9580                                                                             Female
## 9586                                                                               Male
## 9625                                                                    No co-applicant
## 9641                                                                    No co-applicant
## 9646                                                                    No co-applicant
## 9655                                                                    No co-applicant
## 9658                                                                             Female
## 9661                                                                    No co-applicant
## 9688                                                                    No co-applicant
## 9700                                                                             Female
## 9701                                                                    No co-applicant
## 9707                                                                    No co-applicant
## 9713                                                                    No co-applicant
## 9717                                                                             Female
## 9732                                                                    No co-applicant
## 9754                                                                    No co-applicant
## 9756                                                                               Male
## 9768                                                                             Female
## 9773                                                                    No co-applicant
## 9821  Information not provided by applicant in mail, Internet, or telephone application
## 9826  Information not provided by applicant in mail, Internet, or telephone application
## 9856                                                                    No co-applicant
## 9865                                                                             Female
## 9880                                                                             Female
## 9882                                                                             Female
## 9889  Information not provided by applicant in mail, Internet, or telephone application
## 9895                                                                    No co-applicant
## 9907  Information not provided by applicant in mail, Internet, or telephone application
## 9913                                                                    No co-applicant
## 9933  Information not provided by applicant in mail, Internet, or telephone application
## 9940                                                                    No co-applicant
## 9955                                                                    No co-applicant
## 9967  Information not provided by applicant in mail, Internet, or telephone application
## 9970                                                                             Female
## 9971                                                                    No co-applicant
## 10003 Information not provided by applicant in mail, Internet, or telephone application
## 10024                                                                   No co-applicant
## 10048                                                                            Female
## 10054                                                                            Female
## 10078                                                                            Female
## 10114                                                                            Female
## 10123                                                                   No co-applicant
## 10128                                                                   No co-applicant
## 10145                                                                            Female
## 10152                                                                   No co-applicant
## 10176                                                                   No co-applicant
## 10188                                                                              Male
## 10193                                                                            Female
## 10222                                                                   No co-applicant
## 10234                                                                    Not applicable
## 10253                                                                   No co-applicant
## 10273                                                                            Female
## 10280                                                                   No co-applicant
## 10285 Information not provided by applicant in mail, Internet, or telephone application
## 10297                                                                   No co-applicant
## 10303                                                                   No co-applicant
## 10306                                                                   No co-applicant
## 10312                                                                            Female
## 10318                                                                              Male
## 10369                                                                            Female
## 10379                                                                   No co-applicant
## 10388                                                                              Male
## 10390                                                                   No co-applicant
## 10420                                                                            Female
## 10467                                                                            Female
## 10486                                                                            Female
## 10515                                                                    Not applicable
## 10531                                                                            Female
## 10534 Information not provided by applicant in mail, Internet, or telephone application
## 10535                                                                   No co-applicant
## 10537 Information not provided by applicant in mail, Internet, or telephone application
## 10540                                                                   No co-applicant
## 10541                                                                   No co-applicant
## 10551                                                                            Female
## 10554                                                                            Female
## 10566                                                                            Female
## 10573 Information not provided by applicant in mail, Internet, or telephone application
## 10582 Information not provided by applicant in mail, Internet, or telephone application
## 10588                                                                            Female
## 10591                                                                   No co-applicant
## 10597 Information not provided by applicant in mail, Internet, or telephone application
## 10615                                                                   No co-applicant
## 10623                                                                              Male
## 10631                                                                   No co-applicant
## 10637                                                                   No co-applicant
## 10641                                                                            Female
## 10648                                                                   No co-applicant
## 10663                                                                            Female
## 10687 Information not provided by applicant in mail, Internet, or telephone application
## 10711                                                                   No co-applicant
## 10747                                                                   No co-applicant
## 10759                                                                   No co-applicant
## 10781                                                                   No co-applicant
## 10789                                                                   No co-applicant
## 10795                                                                   No co-applicant
## 10804                                                                   No co-applicant
## 10805                                                                   No co-applicant
## 10840 Information not provided by applicant in mail, Internet, or telephone application
## 10841                                                                   No co-applicant
## 10852                                                                   No co-applicant
## 10853                                                                   No co-applicant
## 10861 Information not provided by applicant in mail, Internet, or telephone application
## 10892                                                                              Male
## 10909 Information not provided by applicant in mail, Internet, or telephone application
## 10915                                                                            Female
## 10919                                                                   No co-applicant
## 10924                                                                            Female
## 10939                                                                   No co-applicant
## 10945                                                                   No co-applicant
## 10960                                                                    Not applicable
## 10993 Information not provided by applicant in mail, Internet, or telephone application
## 11023                                                                   No co-applicant
## 11026                                                                            Female
## 11044                                                                   No co-applicant
## 11053                                                                   No co-applicant
## 11059 Information not provided by applicant in mail, Internet, or telephone application
## 11064                                                                            Female
## 11065                                                                            Female
## 11068                                                                              Male
## 11071                                                                            Female
## 11074                                                                   No co-applicant
## 11095                                                                   No co-applicant
## 11098                                                                   No co-applicant
## 11099                                                                    Not applicable
## 11102                                                                            Female
## 11111                                                                   No co-applicant
## 11119                                                                   No co-applicant
## 11151                                                                            Female
## 11165                                                                   No co-applicant
## 11179 Information not provided by applicant in mail, Internet, or telephone application
## 11185                                                                   No co-applicant
## 11203 Information not provided by applicant in mail, Internet, or telephone application
## 11215                                                                   No co-applicant
## 11224                                                                            Female
## 11230                                                                   No co-applicant
## 11242                                                                            Female
## 11253                                                                   No co-applicant
## 11257 Information not provided by applicant in mail, Internet, or telephone application
## 11268 Information not provided by applicant in mail, Internet, or telephone application
## 11269 Information not provided by applicant in mail, Internet, or telephone application
## 11290                                                                            Female
## 11291                                                                            Female
## 11297                                                                            Female
## 11302                                                                              Male
## 11309                                                                            Female
## 11318                                                                   No co-applicant
## 11329                                                                   No co-applicant
## 11341                                                                   No co-applicant
## 11347 Information not provided by applicant in mail, Internet, or telephone application
## 11362                                                                   No co-applicant
## 11372                                                                   No co-applicant
## 11389                                                                            Female
## 11395                                                                            Female
## 11404                                                                   No co-applicant
## 11407 Information not provided by applicant in mail, Internet, or telephone application
## 11413                                                                              Male
## 11415                                                                   No co-applicant
## 11425                                                                   No co-applicant
## 11452                                                                            Female
## 11455 Information not provided by applicant in mail, Internet, or telephone application
## 11458                                                                   No co-applicant
## 11473 Information not provided by applicant in mail, Internet, or telephone application
## 11491 Information not provided by applicant in mail, Internet, or telephone application
## 11498                                                                            Female
## 11499                                                                   No co-applicant
## 11521 Information not provided by applicant in mail, Internet, or telephone application
## 11533                                                                   No co-applicant
## 11536                                                                   No co-applicant
## 11551                                                                   No co-applicant
## 11560 Information not provided by applicant in mail, Internet, or telephone application
## 11562                                                                            Female
## 11576                                                                   No co-applicant
## 11581                                                                            Female
## 11593                                                                   No co-applicant
## 11596 Information not provided by applicant in mail, Internet, or telephone application
## 11605 Information not provided by applicant in mail, Internet, or telephone application
## 11608                                                                   No co-applicant
## 11611                                                                   No co-applicant
## 11620                                                                            Female
## 11629                                                                            Female
## 11638                                                                   No co-applicant
## 11650                                                                            Female
## 11656                                                                            Female
## 11684                                                                            Female
## 11704                                                                   No co-applicant
## 11708                                                                              Male
## 11710                                                                   No co-applicant
## 11714                                                                            Female
## 11725                                                                   No co-applicant
## 11749                                                                   No co-applicant
## 11761                                                                            Female
## 11764                                                                   No co-applicant
## 11767                                                                   No co-applicant
## 11769                                                                   No co-applicant
## 11773                                                                   No co-applicant
## 11794                                                                            Female
## 11797                                                                   No co-applicant
## 11802                                                                            Female
## 11807                                                                   No co-applicant
## 11809                                                                   No co-applicant
## 11810                                                                            Female
## 11825                                                                            Female
## 11830                                                                            Female
## 11839                                                                              Male
## 11854                                                                              Male
## 11869                                                                   No co-applicant
## 11893                                                                   No co-applicant
## 11927                                                                   No co-applicant
## 11929                                                                   No co-applicant
## 11935 Information not provided by applicant in mail, Internet, or telephone application
## 11945                                                                   No co-applicant
## 11950                                                                            Female
## 11951                                                                   No co-applicant
## 11958                                                                            Female
## 11983                                                                   No co-applicant
## 12013                                                                   No co-applicant
## 12014                                                                            Female
## 12019                                                                   No co-applicant
## 12021 Information not provided by applicant in mail, Internet, or telephone application
## 12033                                                                   No co-applicant
## 12035                                                                   No co-applicant
## 12041                                                                   No co-applicant
## 12055 Information not provided by applicant in mail, Internet, or telephone application
## 12064                                                                              Male
## 12091                                                                              Male
## 12092                                                                   No co-applicant
## 12101                                                                              Male
## 12113                                                                   No co-applicant
## 12121                                                                   No co-applicant
## 12127 Information not provided by applicant in mail, Internet, or telephone application
## 12130                                                                   No co-applicant
## 12131                                                                   No co-applicant
## 12133                                                                   No co-applicant
## 12139                                                                            Female
## 12145                                                                            Female
## 12168                                                                   No co-applicant
## 12169                                                                   No co-applicant
## 12187                                                                              Male
## 12194                                                                   No co-applicant
## 12199                                                                              Male
## 12232                                                                   No co-applicant
## 12235 Information not provided by applicant in mail, Internet, or telephone application
## 12250                                                                   No co-applicant
## 12253                                                                   No co-applicant
## 12271                                                                            Female
## 12293                                                                   No co-applicant
## 12295 Information not provided by applicant in mail, Internet, or telephone application
## 12301                                                                   No co-applicant
## 12319 Information not provided by applicant in mail, Internet, or telephone application
## 12334                                                                   No co-applicant
## 12343                                                                   No co-applicant
## 12347                                                                   No co-applicant
## 12371                                                                            Female
## 12376                                                                   No co-applicant
## 12379 Information not provided by applicant in mail, Internet, or telephone application
## 12385 Information not provided by applicant in mail, Internet, or telephone application
## 12392                                                                   No co-applicant
## 12397                                                                              Male
## 12406                                                                              Male
## 12418                                                                            Female
## 12421                                                                   No co-applicant
## 12424                                                                              Male
## 12427                                                                            Female
## 12445                                                                   No co-applicant
## 12447                                                                   No co-applicant
## 12454                                                                   No co-applicant
## 12468                                                                   No co-applicant
## 12469                                                                              Male
## 12481                                                                   No co-applicant
## 12487                                                                   No co-applicant
## 12493                                                                   No co-applicant
## 12496                                                                            Female
## 12502                                                                            Female
## 12507                                                                   No co-applicant
## 12511                                                                   No co-applicant
## 12517 Information not provided by applicant in mail, Internet, or telephone application
## 12520                                                                   No co-applicant
## 12523 Information not provided by applicant in mail, Internet, or telephone application
## 12529 Information not provided by applicant in mail, Internet, or telephone application
## 12532                                                                              Male
## 12538                                                                   No co-applicant
## 12541                                                                            Female
## 12547                                                                            Female
## 12556 Information not provided by applicant in mail, Internet, or telephone application
## 12559                                                                            Female
## 12565                                                                   No co-applicant
## 12586                                                                   No co-applicant
## 12592                                                                   No co-applicant
## 12600                                                                              Male
## 12605                                                                            Female
## 12607                                                                   No co-applicant
## 12610                                                                   No co-applicant
## 12613                                                                   No co-applicant
## 12616                                                                              Male
## 12617                                                                   No co-applicant
## 12623                                                                            Female
## 12638                                                                            Female
## 12640                                                                            Female
## 12643                                                                   No co-applicant
## 12646                                                                   No co-applicant
## 12677                                                                            Female
## 12685                                                                            Female
## 12700                                                                              Male
## 12703                                                                   No co-applicant
## 12706                                                                            Female
## 12739                                                                            Female
## 12745                                                                   No co-applicant
## 12748 Information not provided by applicant in mail, Internet, or telephone application
## 12790 Information not provided by applicant in mail, Internet, or telephone application
## 12799                                                                   No co-applicant
## 12823                                                                   No co-applicant
## 12826                                                                            Female
## 12833                                                                   No co-applicant
## 12835                                                                   No co-applicant
## 12842                                                                   No co-applicant
## 12847                                                                   No co-applicant
## 12859 Information not provided by applicant in mail, Internet, or telephone application
## 12862 Information not provided by applicant in mail, Internet, or telephone application
## 12865                                                                              Male
## 12882                                                                              Male
## 12886                                                                   No co-applicant
## 12892                                                                   No co-applicant
## 12895 Information not provided by applicant in mail, Internet, or telephone application
## 12901                                                                   No co-applicant
## 12940                                                                   No co-applicant
## 12946                                                                            Female
## 12958                                                                   No co-applicant
## 12981                                                                   No co-applicant
## 13009 Information not provided by applicant in mail, Internet, or telephone application
## 13015                                                                   No co-applicant
## 13020                                                                            Female
## 13039                                                                              Male
## 13048                                                                   No co-applicant
## 13073                                                                              Male
## 13075                                                                   No co-applicant
## 13078                                                                   No co-applicant
## 13081                                                                            Female
## 13087                                                                   No co-applicant
## 13093                                                                   No co-applicant
## 13114                                                                   No co-applicant
## 13120 Information not provided by applicant in mail, Internet, or telephone application
## 13123 Information not provided by applicant in mail, Internet, or telephone application
## 13135                                                                            Female
## 13141                                                                   No co-applicant
## 13147 Information not provided by applicant in mail, Internet, or telephone application
## 13153                                                                   No co-applicant
## 13155                                                                              Male
## 13171                                                                            Female
## 13180                                                                            Female
## 13189                                                                   No co-applicant
## 13192                                                                            Female
## 13198                                                                    Not applicable
## 13207                                                                   No co-applicant
## 13209                                                                            Female
## 13213 Information not provided by applicant in mail, Internet, or telephone application
## 13219 Information not provided by applicant in mail, Internet, or telephone application
## 13222                                                                            Female
## 13228                                                                            Female
## 13231                                                                              Male
## 13246                                                                   No co-applicant
## 13249                                                                            Female
## 13273                                                                   No co-applicant
## 13285                                                                   No co-applicant
## 13289                                                                              Male
## 13315                                                                   No co-applicant
## 13333 Information not provided by applicant in mail, Internet, or telephone application
## 13336                                                                   No co-applicant
## 13339 Information not provided by applicant in mail, Internet, or telephone application
## 13381                                                                            Female
## 13393                                                                   No co-applicant
## 13406                                                                            Female
## 13411 Information not provided by applicant in mail, Internet, or telephone application
## 13412                                                                   No co-applicant
## 13414                                                                            Female
## 13420                                                                              Male
## 13421                                                                   No co-applicant
## 13423 Information not provided by applicant in mail, Internet, or telephone application
## 13435                                                                   No co-applicant
## 13447                                                                   No co-applicant
## 13453                                                                            Female
## 13457 Information not provided by applicant in mail, Internet, or telephone application
## 13477                                                                   No co-applicant
## 13483                                                                            Female
## 13492                                                                   No co-applicant
## 13495                                                                   No co-applicant
## 13504                                                                              Male
## 13513                                                                   No co-applicant
## 13522                                                                   No co-applicant
## 13525                                                                   No co-applicant
## 13540                                                                            Female
## 13543                                                                   No co-applicant
## 13552                                                                   No co-applicant
## 13561                                                                   No co-applicant
## 13570                                                                   No co-applicant
## 13579                                                                   No co-applicant
## 13597                                                                   No co-applicant
## 13612                                                                   No co-applicant
## 13621                                                                              Male
## 13627                                                                              Male
## 13630                                                                            Female
## 13636                                                                   No co-applicant
## 13646                                                                            Female
## 13651                                                                   No co-applicant
## 13657 Information not provided by applicant in mail, Internet, or telephone application
## 13663                                                                   No co-applicant
## 13669                                                                   No co-applicant
## 13680                                                                            Female
## 13708                                                                   No co-applicant
## 13720                                                                   No co-applicant
## 13723                                                                   No co-applicant
## 13727                                                                              Male
## 13732 Information not provided by applicant in mail, Internet, or telephone application
## 13741                                                                   No co-applicant
## 13745                                                                   No co-applicant
## 13755                                                                   No co-applicant
## 13771                                                                   No co-applicant
## 13789                                                                   No co-applicant
## 13803                                                                   No co-applicant
## 13832                                                                              Male
## 13836                                                                   No co-applicant
## 13852                                                                   No co-applicant
## 13861                                                                            Female
## 13907                                                                            Female
## 13913                                                                            Female
## 13915                                                                            Female
## 13936                                                                            Female
## 13939 Information not provided by applicant in mail, Internet, or telephone application
## 13942 Information not provided by applicant in mail, Internet, or telephone application
## 13966                                                                   No co-applicant
## 13975                                                                              Male
## 13984                                                                   No co-applicant
## 13993                                                                   No co-applicant
## 13997 Information not provided by applicant in mail, Internet, or telephone application
## 14011                                                                   No co-applicant
## 14053                                                                            Female
## 14065                                                                   No co-applicant
## 14092 Information not provided by applicant in mail, Internet, or telephone application
## 14095                                                                   No co-applicant
## 14099 Information not provided by applicant in mail, Internet, or telephone application
## 14107                                                                   No co-applicant
## 14113                                                                   No co-applicant
## 14114                                                                            Female
## 14131                                                                   No co-applicant
## 14152                                                                            Female
## 14155                                                                            Female
## 14161                                                                   No co-applicant
## 14194                                                                   No co-applicant
## 14197 Information not provided by applicant in mail, Internet, or telephone application
## 14203                                                                   No co-applicant
## 14221                                                                   No co-applicant
## 14224                                                                              Male
## 14236                                                                            Female
## 14239                                                                   No co-applicant
## 14243                                                                   No co-applicant
## 14245                                                                            Female
## 14248                                                                            Female
## 14257                                                                   No co-applicant
## 14259                                                                              Male
## 14278                                                                   No co-applicant
## 14290                                                                   No co-applicant
## 14293                                                                            Female
## 14298                                                                              Male
## 14299 Information not provided by applicant in mail, Internet, or telephone application
## 14301                                                                            Female
## 14323                                                                              Male
## 14335                                                                   No co-applicant
## 14338                                                                            Female
## 14341 Information not provided by applicant in mail, Internet, or telephone application
## 14353                                                                   No co-applicant
## 14362                                                                   No co-applicant
## 14367                                                                   No co-applicant
## 14374 Information not provided by applicant in mail, Internet, or telephone application
## 14380                                                                   No co-applicant
## 14389                                                                            Female
## 14392                                                                   No co-applicant
## 14398                                                                            Female
## 14401                                                                   No co-applicant
## 14404                                                                            Female
## 14411                                                                   No co-applicant
## 14414                                                                            Female
## 14419                                                                              Male
## 14425                                                                   No co-applicant
## 14434                                                                   No co-applicant
## 14437                                                                   No co-applicant
## 14443 Information not provided by applicant in mail, Internet, or telephone application
## 14449                                                                            Female
## 14455                                                                   No co-applicant
## 14464                                                                   No co-applicant
## 14471                                                                            Female
## 14473                                                                   No co-applicant
## 14491                                                                   No co-applicant
## 14533                                                                   No co-applicant
## 14536                                                                   No co-applicant
## 14548 Information not provided by applicant in mail, Internet, or telephone application
## 14555                                                                   No co-applicant
## 14568                                                                   No co-applicant
## 14591                                                                    Not applicable
## 14601                                                                   No co-applicant
## 14617                                                                   No co-applicant
## 14629 Information not provided by applicant in mail, Internet, or telephone application
## 14639 Information not provided by applicant in mail, Internet, or telephone application
## 14657                                                                            Female
## 14660                                                                   No co-applicant
## 14664                                                                            Female
## 14668                                                                              Male
## 14690                                                                   No co-applicant
## 14692                                                                            Female
## 14695                                                                   No co-applicant
## 14710 Information not provided by applicant in mail, Internet, or telephone application
## 14713                                                                              Male
## 14725                                                                            Female
## 14731                                                                   No co-applicant
## 14743                                                                              Male
## 14749 Information not provided by applicant in mail, Internet, or telephone application
## 14752                                                                            Female
## 14767                                                                   No co-applicant
## 14794                                                                   No co-applicant
## 14806                                                                            Female
## 14815 Information not provided by applicant in mail, Internet, or telephone application
## 14816                                                                              Male
## 14825                                                                   No co-applicant
## 14833                                                                   No co-applicant
## 14896                                                                   No co-applicant
## 14906 Information not provided by applicant in mail, Internet, or telephone application
## 14930                                                                              Male
## 14932                                                                            Female
## 14956                                                                            Female
## 14974                                                                   No co-applicant
## 14983                                                                   No co-applicant
## 14992                                                                   No co-applicant
## 14995                                                                            Female
## 15012                                                                   No co-applicant
## 15038                                                                              Male
## 15043                                                                   No co-applicant
## 15082                                                                   No co-applicant
## 15103                                                                   No co-applicant
## 15112                                                                   No co-applicant
## 15127                                                                   No co-applicant
## 15154                                                                   No co-applicant
## 15175                                                                   No co-applicant
## 15177                                                                            Female
## 15191                                                                   No co-applicant
## 15211                                                                   No co-applicant
## 15229                                                                            Female
## 15232                                                                   No co-applicant
## 15235 Information not provided by applicant in mail, Internet, or telephone application
## 15244                                                                            Female
## 15253                                                                   No co-applicant
## 15262                                                                   No co-applicant
## 15265                                                                   No co-applicant
## 15286                                                                   No co-applicant
## 15292 Information not provided by applicant in mail, Internet, or telephone application
## 15304                                                                   No co-applicant
## 15315                                                                            Female
## 15317                                                                            Female
## 15319                                                                            Female
## 15322 Information not provided by applicant in mail, Internet, or telephone application
## 15327                                                                   No co-applicant
## 15334                                                                   No co-applicant
## 15339                                                                   No co-applicant
## 15343 Information not provided by applicant in mail, Internet, or telephone application
## 15365                                                                   No co-applicant
## 15367                                                                   No co-applicant
## 15370 Information not provided by applicant in mail, Internet, or telephone application
## 15402                                                                   No co-applicant
## 15403                                                                              Male
## 15410                                                                   No co-applicant
## 15441                                                                   No co-applicant
## 15446                                                                            Female
## 15508                                                                   No co-applicant
## 15520                                                                   No co-applicant
## 15532                                                                              Male
## 15541 Information not provided by applicant in mail, Internet, or telephone application
## 15550                                                                   No co-applicant
## 15556                                                                   No co-applicant
## 15565                                                                            Female
## 15573                                                                            Female
## 15574 Information not provided by applicant in mail, Internet, or telephone application
## 15588                                                                            Female
## 15600                                                                            Female
## 15601 Information not provided by applicant in mail, Internet, or telephone application
## 15617                                                                   No co-applicant
## 15628                                                                   No co-applicant
## 15631 Information not provided by applicant in mail, Internet, or telephone application
## 15641                                                                   No co-applicant
## 15646                                                                            Female
## 15661                                                                   No co-applicant
## 15667                                                                   No co-applicant
## 15680                                                                   No co-applicant
## 15699                                                                   No co-applicant
## 15715 Information not provided by applicant in mail, Internet, or telephone application
## 15723                                                                    Not applicable
## 15727                                                                              Male
## 15730                                                                              Male
## 15735                                                                   No co-applicant
## 15736                                                                              Male
## 15751                                                                            Female
## 15753                                                                   No co-applicant
## 15770                                                                    Not applicable
## 15774                                                                            Female
## 15775                                                                              Male
## 15781                                                                   No co-applicant
## 15784                                                                              Male
## 15804                                                                   No co-applicant
## 15805                                                                   No co-applicant
## 15809 Information not provided by applicant in mail, Internet, or telephone application
## 15811 Information not provided by applicant in mail, Internet, or telephone application
## 15829 Information not provided by applicant in mail, Internet, or telephone application
## 15834                                                                            Female
## 15856                                                                   No co-applicant
## 15863                                                                   No co-applicant
## 15867 Information not provided by applicant in mail, Internet, or telephone application
## 15868                                                                   No co-applicant
## 15871                                                                   No co-applicant
## 15877                                                                            Female
## 15883                                                                   No co-applicant
## 15910                                                                   No co-applicant
## 15915                                                                   No co-applicant
## 15983                                                                            Female
## 15988                                                                            Female
## 15991                                                                   No co-applicant
## 16000                                                                   No co-applicant
## 16024                                                                   No co-applicant
## 16033                                                                   No co-applicant
## 16039                                                                   No co-applicant
## 16045                                                                            Female
## 16048                                                                              Male
## 16057                                                                   No co-applicant
## 16060                                                                            Female
## 16066                                                                   No co-applicant
## 16081                                                                              Male
## 16090                                                                              Male
## 16100                                                                   No co-applicant
## 16101                                                                   No co-applicant
## 16129                                                                            Female
## 16137                                                                            Female
## 16144 Information not provided by applicant in mail, Internet, or telephone application
## 16159                                                                   No co-applicant
## 16162                                                                    Not applicable
## 16167 Information not provided by applicant in mail, Internet, or telephone application
## 16174                                                                            Female
## 16176                                                                              Male
## 16180                                                                   No co-applicant
## 16195 Information not provided by applicant in mail, Internet, or telephone application
## 16197 Information not provided by applicant in mail, Internet, or telephone application
## 16201                                                                   No co-applicant
## 16203                                                                   No co-applicant
## 16209                                                                   No co-applicant
## 16222                                                                            Female
## 16228                                                                              Male
## 16243                                                                   No co-applicant
## 16248                                                                              Male
## 16256                                                                   No co-applicant
## 16261                                                                   No co-applicant
## 16267                                                                   No co-applicant
## 16273                                                                              Male
## 16281                                                                   No co-applicant
## 16285                                                                   No co-applicant
## 16287                                                                   No co-applicant
## 16293                                                                   No co-applicant
## 16294                                                                   No co-applicant
## 16309                                                                            Female
## 16312                                                                            Female
## 16321                                                                              Male
## 16341 Information not provided by applicant in mail, Internet, or telephone application
## 16349                                                                    Not applicable
## 16354                                                                              Male
## 16362                                                                            Female
## 16365                                                                   No co-applicant
## 16383 Information not provided by applicant in mail, Internet, or telephone application
## 16405                                                                   No co-applicant
## 16409 Information not provided by applicant in mail, Internet, or telephone application
## 16414                                                                   No co-applicant
## 16423                                                                   No co-applicant
## 16437                                                                            Female
## 16459                                                                   No co-applicant
## 16462                                                                            Female
## 16468                                                                            Female
## 16519 Information not provided by applicant in mail, Internet, or telephone application
## 16525                                                                   No co-applicant
## 16531                                                                   No co-applicant
## 16549                                                                   No co-applicant
## 16555                                                                            Female
## 16556                                                                              Male
## 16573                                                                    Not applicable
## 16576                                                                            Female
## 16582                                                                              Male
## 16597                                                                   No co-applicant
## 16601                                                                   No co-applicant
## 16611                                                                   No co-applicant
## 16624                                                                              Male
## 16631                                                                              Male
## 16635                                                                            Female
## 16643                                                                   No co-applicant
## 16648                                                                   No co-applicant
## 16651 Information not provided by applicant in mail, Internet, or telephone application
## 16653 Information not provided by applicant in mail, Internet, or telephone application
## 16660 Information not provided by applicant in mail, Internet, or telephone application
## 16684                                                                            Female
## 16695                                                                   No co-applicant
## 16702                                                                   No co-applicant
## 16705                                                                            Female
## 16710                                                                   No co-applicant
## 16711                                                                   No co-applicant
## 16715                                                                   No co-applicant
## 16720                                                                   No co-applicant
## 16722                                                                            Female
## 16732                                                                            Female
## 16741 Information not provided by applicant in mail, Internet, or telephone application
## 16747                                                                   No co-applicant
## 16755                                                                            Female
## 16756                                                                            Female
## 16758                                                                   No co-applicant
## 16759                                                                   No co-applicant
## 16765 Information not provided by applicant in mail, Internet, or telephone application
## 16767                                                                   No co-applicant
## 16791                                                                              Male
## 16800                                                                   No co-applicant
## 16810                                                                              Male
## 16827                                                                   No co-applicant
## 16843                                                                            Female
## 16847                                                                   No co-applicant
## 16861                                                                            Female
## 16869                                                                   No co-applicant
## 16875 Information not provided by applicant in mail, Internet, or telephone application
## 16877                                                                            Female
## 16879                                                                   No co-applicant
## 16889                                                                   No co-applicant
## 16891                                                                   No co-applicant
## 16894                                                                   No co-applicant
## 16903                                                                   No co-applicant
## 16905 Information not provided by applicant in mail, Internet, or telephone application
## 16931                                                                              Male
## 16933                                                                   No co-applicant
## 16951                                                                              Male
## 16955                                                                            Female
## 16989                                                                            Female
## 17009 Information not provided by applicant in mail, Internet, or telephone application
## 17035                                                                   No co-applicant
## 17044                                                                            Female
## 17045                                                                              Male
## 17059                                                                            Female
## 17071                                                                            Female
## 17074                                                                              Male
## 17080                                                                   No co-applicant
## 17086                                                                   No co-applicant
## 17088                                                                            Female
## 17094                                                                              Male
## 17102                                                                   No co-applicant
## 17113                                                                            Female
## 17116                                                                              Male
## 17117                                                                              Male
## 17130                                                                              Male
## 17133                                                                            Female
## 17143 Information not provided by applicant in mail, Internet, or telephone application
## 17145                                                                   No co-applicant
## 17149                                                                            Female
## 17151                                                                            Female
## 17161 Information not provided by applicant in mail, Internet, or telephone application
## 17164                                                                            Female
## 17166                                                                   No co-applicant
## 17167                                                                   No co-applicant
## 17179                                                                   No co-applicant
## 17183                                                                            Female
## 17185 Information not provided by applicant in mail, Internet, or telephone application
## 17189                                                                            Female
## 17197                                                                            Female
## 17206                                                                            Female
## 17212                                                                   No co-applicant
## 17215                                                                   No co-applicant
## 17221                                                                   No co-applicant
## 17233                                                                            Female
## 17238                                                                   No co-applicant
## 17239 Information not provided by applicant in mail, Internet, or telephone application
## 17244                                                                              Male
## 17260 Information not provided by applicant in mail, Internet, or telephone application
## 17263                                                                   No co-applicant
## 17272                                                                   No co-applicant
## 17278                                                                            Female
## 17281 Information not provided by applicant in mail, Internet, or telephone application
## 17311                                                                   No co-applicant
## 17317                                                                            Female
## 17320                                                                   No co-applicant
## 17322                                                                   No co-applicant
## 17335                                                                   No co-applicant
## 17368                                                                   No co-applicant
## 17388                                                                   No co-applicant
## 17392                                                                   No co-applicant
## 17424                                                                            Female
## 17425 Information not provided by applicant in mail, Internet, or telephone application
## 17428                                                                            Female
## 17440                                                                   No co-applicant
## 17465                                                                            Female
## 17494 Information not provided by applicant in mail, Internet, or telephone application
## 17497                                                                   No co-applicant
## 17514                                                                            Female
## 17531                                                                            Female
## 17532                                                                            Female
## 17536                                                                            Female
## 17539                                                                   No co-applicant
## 17541                                                                              Male
## 17545                                                                              Male
## 17557 Information not provided by applicant in mail, Internet, or telephone application
## 17560                                                                            Female
## 17562                                                                   No co-applicant
## 17578                                                                   No co-applicant
## 17584                                                                            Female
## 17587                                                                            Female
## 17591                                                                            Female
## 17592                                                                   No co-applicant
## 17594                                                                              Male
## 17602 Information not provided by applicant in mail, Internet, or telephone application
## 17617                                                                   No co-applicant
## 17630                                                                   No co-applicant
## 17635                                                                   No co-applicant
## 17643                                                                              Male
## 17644                                                                   No co-applicant
## 17645 Information not provided by applicant in mail, Internet, or telephone application
## 17647                                                                   No co-applicant
## 17650                                                                   No co-applicant
## 17656                                                                   No co-applicant
## 17659 Information not provided by applicant in mail, Internet, or telephone application
## 17665                                                                            Female
## 17674                                                                            Female
## 17675                                                                              Male
## 17683                                                                   No co-applicant
## 17689                                                                            Female
## 17698                                                                            Female
## 17701 Information not provided by applicant in mail, Internet, or telephone application
## 17707 Information not provided by applicant in mail, Internet, or telephone application
## 17713                                                                            Female
## 17719 Information not provided by applicant in mail, Internet, or telephone application
## 17737                                                                   No co-applicant
## 17746                                                                              Male
## 17759 Information not provided by applicant in mail, Internet, or telephone application
## 17765                                                                            Female
## 17767 Information not provided by applicant in mail, Internet, or telephone application
## 17788                                                                            Female
## 17800                                                                              Male
## 17804                                                                            Female
## 17807                                                                              Male
## 17819                                                                   No co-applicant
## 17830                                                                              Male
## 17833                                                                            Female
## 17836                                                                              Male
## 17837                                                                              Male
## 17849                                                                   No co-applicant
## 17851                                                                   No co-applicant
## 17855                                                                   No co-applicant
## 17859                                                                              Male
## 17863                                                                            Female
## 17869                                                                              Male
## 17872                                                                   No co-applicant
## 17877                                                                            Female
## 17890                                                                            Female
## 17893                                                                            Female
## 17911                                                                   No co-applicant
## 17913 Information not provided by applicant in mail, Internet, or telephone application
## 17920                                                                   No co-applicant
## 17932                                                                            Female
## 17939                                                                   No co-applicant
## 17983                                                                            Female
## 17986                                                                            Female
## 18016                                                                              Male
## 18034                                                                   No co-applicant
## 18045                                                                   No co-applicant
## 18057                                                                            Female
## 18082                                                                   No co-applicant
## 18085                                                                   No co-applicant
## 18091                                                                            Female
## 18095                                                                   No co-applicant
## 18106 Information not provided by applicant in mail, Internet, or telephone application
## 18108                                                                              Male
## 18113                                                                   No co-applicant
## 18115                                                                   No co-applicant
## 18124                                                                   No co-applicant
## 18130                                                                   No co-applicant
## 18137 Information not provided by applicant in mail, Internet, or telephone application
## 18142                                                                            Female
## 18147 Information not provided by applicant in mail, Internet, or telephone application
## 18161                                                                   No co-applicant
## 18165                                                                   No co-applicant
## 18175                                                                            Female
## 18177 Information not provided by applicant in mail, Internet, or telephone application
## 18178                                                                   No co-applicant
## 18184 Information not provided by applicant in mail, Internet, or telephone application
## 18187 Information not provided by applicant in mail, Internet, or telephone application
## 18190                                                                   No co-applicant
## 18199 Information not provided by applicant in mail, Internet, or telephone application
## 18207                                                                            Female
## 18208                                                                            Female
## 18209                                                                   No co-applicant
## 18211                                                                            Female
## 18227                                                                              Male
## 18250 Information not provided by applicant in mail, Internet, or telephone application
## 18265                                                                   No co-applicant
## 18271                                                                            Female
## 18277                                                                            Female
## 18283 Information not provided by applicant in mail, Internet, or telephone application
## 18285                                                                   No co-applicant
## 18305                                                                            Female
## 18325 Information not provided by applicant in mail, Internet, or telephone application
## 18331                                                                   No co-applicant
## 18334                                                                            Female
## 18345                                                                              Male
## 18349 Information not provided by applicant in mail, Internet, or telephone application
## 18352                                                                            Female
## 18371                                                                   No co-applicant
## 18373                                                                            Female
## 18379                                                                   No co-applicant
## 18381                                                                   No co-applicant
## 18385                                                                   No co-applicant
## 18389                                                                            Female
## 18412                                                                            Female
## 18442                                                                   No co-applicant
## 18447                                                                   No co-applicant
## 18470                                                                            Female
## 18478                                                                              Male
## 18495                                                                   No co-applicant
## 18499 Information not provided by applicant in mail, Internet, or telephone application
## 18507                                                                   No co-applicant
## 18516                                                                   No co-applicant
## 18517                                                                   No co-applicant
## 18521                                                                              Male
## 18538                                                                   No co-applicant
## 18539                                                                   No co-applicant
## 18541                                                                   No co-applicant
## 18549                                                                   No co-applicant
## 18550                                                                   No co-applicant
## 18555                                                                            Female
## 18579                                                                            Female
## 18585                                                                   No co-applicant
## 18589 Information not provided by applicant in mail, Internet, or telephone application
## 18595                                                                              Male
## 18603 Information not provided by applicant in mail, Internet, or telephone application
## 18615                                                                            Female
## 18623                                                                   No co-applicant
## 18626                                                                   No co-applicant
## 18627                                                                            Female
## 18647                                                                            Female
## 18652                                                                   No co-applicant
## 18658                                                                   No co-applicant
## 18659 Information not provided by applicant in mail, Internet, or telephone application
## 18673                                                                   No co-applicant
## 18682                                                                            Female
## 18688                                                                   No co-applicant
## 18703                                                                              Male
## 18712                                                                            Female
## 18717                                                                            Female
## 18718                                                                            Female
## 18724                                                                   No co-applicant
## 18753                                                                   No co-applicant
## 18759                                                                   No co-applicant
## 18760 Information not provided by applicant in mail, Internet, or telephone application
## 18775                                                                            Female
## 18787                                                                            Female
## 18793                                                                   No co-applicant
## 18795                                                                   No co-applicant
## 18811                                                                              Male
## 18820                                                                            Female
## 18838                                                                            Female
## 18844                                                                            Female
## 18850                                                                   No co-applicant
## 18865                                                                   No co-applicant
## 18878                                                                    Not applicable
## 18898                                                                              Male
## 18909                                                                   No co-applicant
## 18915                                                                            Female
## 18951 Information not provided by applicant in mail, Internet, or telephone application
## 18970 Information not provided by applicant in mail, Internet, or telephone application
## 18991                                                                   No co-applicant
## 18992                                                                   No co-applicant
## 18993                                                                   No co-applicant
## 18999                                                                   No co-applicant
## 19000                                                                            Female
## 19006                                                                    Not applicable
## 19024                                                                   No co-applicant
## 19028 Information not provided by applicant in mail, Internet, or telephone application
## 19037                                                                   No co-applicant
## 19053                                                                            Female
## 19060                                                                   No co-applicant
## 19061                                                                   No co-applicant
## 19069 Information not provided by applicant in mail, Internet, or telephone application
## 19073                                                                   No co-applicant
## 19087 Information not provided by applicant in mail, Internet, or telephone application
## 19091 Information not provided by applicant in mail, Internet, or telephone application
## 19096                                                                              Male
## 19105                                                                   No co-applicant
## 19120                                                                   No co-applicant
## 19123                                                                   No co-applicant
## 19129                                                                   No co-applicant
## 19141                                                                   No co-applicant
## 19142                                                                   No co-applicant
## 19168                                                                   No co-applicant
## 19177                                                                            Female
## 19198                                                                            Female
## 19204                                                                   No co-applicant
## 19219                                                                   No co-applicant
## 19225                                                                            Female
## 19228                                                                   No co-applicant
## 19249                                                                            Female
## 19263                                                                    Not applicable
## 19267                                                                   No co-applicant
## 19269 Information not provided by applicant in mail, Internet, or telephone application
## 19273 Information not provided by applicant in mail, Internet, or telephone application
## 19291                                                                   No co-applicant
## 19297 Information not provided by applicant in mail, Internet, or telephone application
## 19325                                                                   No co-applicant
## 19334                                                                   No co-applicant
## 19348                                                                   No co-applicant
## 19367 Information not provided by applicant in mail, Internet, or telephone application
## 19369                                                                            Female
## 19384                                                                              Male
## 19387 Information not provided by applicant in mail, Internet, or telephone application
## 19393 Information not provided by applicant in mail, Internet, or telephone application
## 19397                                                                              Male
## 19405                                                                   No co-applicant
## 19411                                                                              Male
## 19414                                                                            Female
## 19423                                                                   No co-applicant
## 19437                                                                   No co-applicant
## 19438                                                                              Male
## 19441                                                                   No co-applicant
## 19447                                                                              Male
## 19451                                                                   No co-applicant
## 19454                                                                              Male
## 19486                                                                            Female
## 19489                                                                   No co-applicant
## 19516                                                                   No co-applicant
## 19519                                                                   No co-applicant
## 19546                                                                            Female
## 19587                                                                            Female
## 19602                                                                            Female
## 19603                                                                   No co-applicant
## 19611                                                                   No co-applicant
## 19629                                                                              Male
## 19655                                                                            Female
## 19657                                                                            Female
## 19675                                                                   No co-applicant
## 19682                                                                   No co-applicant
## 19691                                                                   No co-applicant
## 19701                                                                            Female
## 19709 Information not provided by applicant in mail, Internet, or telephone application
## 19715                                                                   No co-applicant
## 19720                                                                            Female
## 19723 Information not provided by applicant in mail, Internet, or telephone application
## 19729                                                                              Male
## 19735                                                                   No co-applicant
## 19753                                                                            Female
## 19754                                                                   No co-applicant
## 19756                                                                            Female
## 19761 Information not provided by applicant in mail, Internet, or telephone application
## 19762                                                                   No co-applicant
## 19763                                                                            Female
## 19765                                                                            Female
## 19786                                                                            Female
## 19789                                                                              Male
## 19801                                                                            Female
## 19807                                                                   No co-applicant
## 19811                                                                   No co-applicant
## 19816                                                                            Female
## 19817 Information not provided by applicant in mail, Internet, or telephone application
## 19819                                                                   No co-applicant
## 19823                                                                            Female
## 19835                                                                            Female
## 19843 Information not provided by applicant in mail, Internet, or telephone application
## 19849 Information not provided by applicant in mail, Internet, or telephone application
## 19855                                                                              Male
## 19859                                                                   No co-applicant
## 19861 Information not provided by applicant in mail, Internet, or telephone application
## 19867 Information not provided by applicant in mail, Internet, or telephone application
## 19873 Information not provided by applicant in mail, Internet, or telephone application
## 19887                                                                            Female
## 19895                                                                            Female
## 19899                                                                   No co-applicant
## 19901                                                                   No co-applicant
## 19909                                                                              Male
## 19925                                                                              Male
## 19939                                                                            Female
## 19940                                                                   No co-applicant
## 19945                                                                   No co-applicant
## 19981                                                                   No co-applicant
## 19999                                                                              Male
## 20027                                                                   No co-applicant
## 20032                                                                   No co-applicant
## 20035                                                                   No co-applicant
## 20044                                                                   No co-applicant
## 20060                                                                            Female
## 20061 Information not provided by applicant in mail, Internet, or telephone application
## 20063                                                                   No co-applicant
## 20072                                                                            Female
## 20080                                                                   No co-applicant
## 20081                                                                   No co-applicant
## 20104                                                                   No co-applicant
## 20116                                                                            Female
## 20136                                                                              Male
## 20166                                                                            Female
## 20167                                                                   No co-applicant
## 20175                                                                              Male
## 20181                                                                   No co-applicant
## 20184                                                                            Female
## 20185 Information not provided by applicant in mail, Internet, or telephone application
## 20187                                                                   No co-applicant
## 20198                                                                              Male
## 20203                                                                            Female
## 20206                                                                              Male
## 20218                                                                              Male
## 20227                                                                   No co-applicant
## 20231 Information not provided by applicant in mail, Internet, or telephone application
## 20233                                                                            Female
## 20236                                                                            Female
## 20237 Information not provided by applicant in mail, Internet, or telephone application
## 20250                                                                            Female
## 20299                                                                   No co-applicant
## 20301                                                                              Male
## 20302                                                                   No co-applicant
## 20308                                                                            Female
## 20326                                                                   No co-applicant
## 20332                                                                   No co-applicant
## 20339                                                                   No co-applicant
## 20341                                                                   No co-applicant
## 20367                                                                   No co-applicant
## 20393                                                                   No co-applicant
## 20395                                                                   No co-applicant
## 20398                                                                   No co-applicant
## 20399                                                                   No co-applicant
## 20401 Information not provided by applicant in mail, Internet, or telephone application
## 20409                                                                            Female
## 20410                                                                   No co-applicant
## 20416                                                                   No co-applicant
## 20418                                                                            Female
## 20428                                                                   No co-applicant
## 20433                                                                            Female
## 20439                                                                   No co-applicant
## 20449                                                                   No co-applicant
## 20459                                                                   No co-applicant
## 20469                                                                   No co-applicant
## 20488                                                                            Female
## 20501 Information not provided by applicant in mail, Internet, or telephone application
## 20511                                                                            Female
## 20516                                                                   No co-applicant
## 20517                                                                            Female
## 20519 Information not provided by applicant in mail, Internet, or telephone application
## 20521 Information not provided by applicant in mail, Internet, or telephone application
## 20523                                                                   No co-applicant
## 20524 Information not provided by applicant in mail, Internet, or telephone application
## 20545                                                                              Male
## 20560                                                                              Male
## 20561                                                                            Female
## 20579                                                                   No co-applicant
## 20592                                                                   No co-applicant
## 20596 Information not provided by applicant in mail, Internet, or telephone application
## 20605                                                                   No co-applicant
## 20621                                                                   No co-applicant
## 20631 Information not provided by applicant in mail, Internet, or telephone application
## 20644                                                                            Female
## 20653                                                                   No co-applicant
## 20685                                                                   No co-applicant
## 20686                                                                   No co-applicant
## 20701                                                                   No co-applicant
## 20703                                                                            Female
## 20716                                                                   No co-applicant
## 20723 Information not provided by applicant in mail, Internet, or telephone application
## 20728                                                                              Male
## 20740                                                                            Female
## 20745 Information not provided by applicant in mail, Internet, or telephone application
## 20765                                                                              Male
## 20795                                                                            Female
## 20812                                                                            Female
## 20815                                                                   No co-applicant
## 20824                                                                            Female
## 20836                                                                              Male
## 20841                                                                            Female
## 20845                                                                   No co-applicant
## 20849                                                                            Female
## 20853                                                                   No co-applicant
## 20872                                                                   No co-applicant
## 20886                                                                            Female
## 20897 Information not provided by applicant in mail, Internet, or telephone application
## 20907 Information not provided by applicant in mail, Internet, or telephone application
## 20917                                                                   No co-applicant
## 20920                                                                            Female
## 20926                                                                            Female
## 20944                                                                            Female
## 20962                                                                              Male
## 20968                                                                            Female
## 20980                                                                    Not applicable
## 20992                                                                   No co-applicant
## 21003                                                                              Male
## 21013                                                                   No co-applicant
## 21027 Information not provided by applicant in mail, Internet, or telephone application
## 21028                                                                            Female
## 21046                                                                              Male
## 21049                                                                   No co-applicant
## 21056                                                                              Male
## 21095                                                                    Not applicable
## 21103 Information not provided by applicant in mail, Internet, or telephone application
## 21106                                                                            Female
## 21115                                                                   No co-applicant
## 21117                                                                   No co-applicant
## 21127                                                                            Female
## 21141                                                                   No co-applicant
## 21148                                                                   No co-applicant
## 21153                                                                   No co-applicant
## 21155 Information not provided by applicant in mail, Internet, or telephone application
## 21166                                                                   No co-applicant
## 21172                                                                            Female
## 21173 Information not provided by applicant in mail, Internet, or telephone application
## 21178                                                                            Female
## 21185                                                                   No co-applicant
## 21202                                                                   No co-applicant
## 21208                                                                   No co-applicant
## 21217                                                                   No co-applicant
## 21219                                                                   No co-applicant
## 21220 Information not provided by applicant in mail, Internet, or telephone application
## 21229 Information not provided by applicant in mail, Internet, or telephone application
## 21231                                                                   No co-applicant
## 21255                                                                   No co-applicant
## 21256                                                                   No co-applicant
## 21261                                                                            Female
## 21269                                                                            Female
## 21271                                                                            Female
## 21277 Information not provided by applicant in mail, Internet, or telephone application
## 21280                                                                            Female
## 21292 Information not provided by applicant in mail, Internet, or telephone application
## 21295                                                                   No co-applicant
## 21305                                                                   No co-applicant
## 21319                                                                   No co-applicant
## 21327                                                                   No co-applicant
## 21328                                                                   No co-applicant
## 21346                                                                            Female
## 21364                                                                   No co-applicant
## 21377                                                                   No co-applicant
## 21391                                                                              Male
## 21415                                                                   No co-applicant
## 21429 Information not provided by applicant in mail, Internet, or telephone application
## 21439                                                                   No co-applicant
## 21445                                                                            Female
## 21457                                                                   No co-applicant
## 21487                                                                   No co-applicant
## 21505                                                                   No co-applicant
## 21511 Information not provided by applicant in mail, Internet, or telephone application
## 21522                                                                   No co-applicant
## 21532                                                                   No co-applicant
## 21533                                                                            Female
## 21538                                                                   No co-applicant
## 21545                                                                   No co-applicant
## 21557 Information not provided by applicant in mail, Internet, or telephone application
## 21563                                                                   No co-applicant
## 21571                                                                            Female
## 21574                                                                   No co-applicant
## 21575                                                                            Female
## 21587                                                                   No co-applicant
## 21589 Information not provided by applicant in mail, Internet, or telephone application
## 21592                                                                            Female
## 21597                                                                   No co-applicant
## 21607 Information not provided by applicant in mail, Internet, or telephone application
## 21609                                                                              Male
## 21622                                                                   No co-applicant
## 21635                                                                            Female
## 21638                                                                   No co-applicant
## 21643                                                                            Female
## 21664                                                                              Male
## 21679                                                                   No co-applicant
## 21712                                                                   No co-applicant
## 21713 Information not provided by applicant in mail, Internet, or telephone application
## 21718                                                                   No co-applicant
## 21721                                                                   No co-applicant
## 21723                                                                   No co-applicant
## 21725                                                                   No co-applicant
## 21727                                                                   No co-applicant
## 21733                                                                   No co-applicant
## 21736                                                                            Female
## 21739                                                                   No co-applicant
## 21743                                                                   No co-applicant
## 21745                                                                            Female
## 21751                                                                   No co-applicant
## 21760                                                                            Female
## 21778                                                                              Male
## 21787                                                                   No co-applicant
## 21797                                                                   No co-applicant
## 21808                                                                   No co-applicant
## 21822                                                                            Female
## 21839                                                                   No co-applicant
## 21856                                                                            Female
## 21871                                                                            Female
## 21877                                                                              Male
## 21881                                                                   No co-applicant
## 21886                                                                   No co-applicant
## 21903                                                                   No co-applicant
## 21905                                                                   No co-applicant
## 21909                                                                   No co-applicant
## 21921                                                                            Female
## 21931                                                                   No co-applicant
## 21940                                                                   No co-applicant
## 21969                                                                            Female
## 21975                                                                            Female
## 21995                                                                   No co-applicant
## 21996                                                                              Male
## 22054                                                                   No co-applicant
## 22066                                                                   No co-applicant
## 22095                                                                   No co-applicant
## 22102                                                                   No co-applicant
## 22105                                                                   No co-applicant
## 22108                                                                   No co-applicant
## 22153                                                                   No co-applicant
## 22204                                                                   No co-applicant
## 22215                                                                   No co-applicant
## 22265 Information not provided by applicant in mail, Internet, or telephone application
## 22271                                                                   No co-applicant
## 22291                                                                   No co-applicant
## 22294                                                                            Female
## 22303                                                                    Not applicable
## 22307 Information not provided by applicant in mail, Internet, or telephone application
## 22329                                                                            Female
## 22333                                                                            Female
## 22336                                                                            Female
## 22339                                                                   No co-applicant
## 22343 Information not provided by applicant in mail, Internet, or telephone application
## 22347                                                                            Female
## 22348                                                                   No co-applicant
## 22355                                                                   No co-applicant
## 22361                                                                              Male
## 22373                                                                   No co-applicant
## 22395 Information not provided by applicant in mail, Internet, or telephone application
## 22400                                                                              Male
## 22411                                                                   No co-applicant
## 22413                                                                   No co-applicant
## 22414                                                                              Male
## 22427                                                                            Female
## 22433                                                                   No co-applicant
## 22435                                                                   No co-applicant
## 22453                                                                   No co-applicant
## 22455                                                                   No co-applicant
## 22463                                                                   No co-applicant
## 22468                                                                              Male
## 22475                                                                            Female
## 22492                                                                   No co-applicant
## 22497                                                                   No co-applicant
## 22503 Information not provided by applicant in mail, Internet, or telephone application
## 22515                                                                   No co-applicant
## 22517                                                                   No co-applicant
## 22522                                                                            Female
## 22526                                                                            Female
## 22528                                                                   No co-applicant
## 22535                                                                   No co-applicant
## 22537 Information not provided by applicant in mail, Internet, or telephone application
## 22547 Information not provided by applicant in mail, Internet, or telephone application
## 22551                                                                            Female
## 22552                                                                   No co-applicant
## 22558                                                                            Female
## 22567                                                                              Male
## 22576                                                                            Female
## 22579                                                                            Female
## 22583                                                                   No co-applicant
## 22589                                                                              Male
## 22591 Information not provided by applicant in mail, Internet, or telephone application
## 22595 Information not provided by applicant in mail, Internet, or telephone application
## 22606                                                                   No co-applicant
## 22612 Information not provided by applicant in mail, Internet, or telephone application
## 22615 Information not provided by applicant in mail, Internet, or telephone application
## 22619                                                                            Female
## 22624                                                                   No co-applicant
## 22636                                                                   No co-applicant
## 22637                                                                            Female
## 22643 Information not provided by applicant in mail, Internet, or telephone application
## 22648 Information not provided by applicant in mail, Internet, or telephone application
## 22651                                                                   No co-applicant
## 22665                                                                   No co-applicant
## 22666                                                                   No co-applicant
## 22677 Information not provided by applicant in mail, Internet, or telephone application
## 22679                                                                   No co-applicant
## 22681                                                                   No co-applicant
## 22684                                                                            Female
## 22685                                                                            Female
## 22695                                                                   No co-applicant
## 22696                                                                              Male
## 22697 Information not provided by applicant in mail, Internet, or telephone application
## 22709 Information not provided by applicant in mail, Internet, or telephone application
## 22711                                                                            Female
## 22715                                                                              Male
## 22717                                                                            Female
## 22723                                                                   No co-applicant
## 22735                                                                              Male
## 22738                                                                            Female
## 22741                                                                   No co-applicant
## 22744                                                                   No co-applicant
## 22745                                                                              Male
## 22756                                                                   No co-applicant
## 22762                                                                    Not applicable
## 22763                                                                   No co-applicant
## 22767 Information not provided by applicant in mail, Internet, or telephone application
## 22786                                                                            Female
## 22792                                                                   No co-applicant
## 22803                                                                   No co-applicant
## 22805 Information not provided by applicant in mail, Internet, or telephone application
## 22810                                                                   No co-applicant
## 22815                                                                            Female
## 22823                                                                   No co-applicant
## 22834                                                                   No co-applicant
## 22846                                                                              Male
## 22852                                                                   No co-applicant
## 22855 Information not provided by applicant in mail, Internet, or telephone application
## 22866 Information not provided by applicant in mail, Internet, or telephone application
## 22903 Information not provided by applicant in mail, Internet, or telephone application
## 22911 Information not provided by applicant in mail, Internet, or telephone application
## 22963                                                                              Male
## 22981                                                                   No co-applicant
## 22996                                                                              Male
## 23019 Information not provided by applicant in mail, Internet, or telephone application
## 23020                                                                            Female
## 23029                                                                   No co-applicant
## 23038                                                                   No co-applicant
## 23039                                                                            Female
## 23053 Information not provided by applicant in mail, Internet, or telephone application
## 23066 Information not provided by applicant in mail, Internet, or telephone application
## 23071                                                                    Not applicable
## 23078 Information not provided by applicant in mail, Internet, or telephone application
## 23079                                                                   No co-applicant
## 23089                                                                            Female
## 23095                                                                   No co-applicant
## 23104                                                                            Female
## 23107                                                                   No co-applicant
## 23113 Information not provided by applicant in mail, Internet, or telephone application
## 23125                                                                   No co-applicant
## 23143 Information not provided by applicant in mail, Internet, or telephone application
## 23149                                                                   No co-applicant
## 23151                                                                            Female
## 23155                                                                   No co-applicant
## 23157                                                                              Male
## 23158                                                                   No co-applicant
## 23167                                                                            Female
## 23173                                                                   No co-applicant
## 23182                                                                            Female
## 23224                                                                   No co-applicant
## 23230                                                                              Male
## 23245 Information not provided by applicant in mail, Internet, or telephone application
## 23254                                                                              Male
## 23257                                                                              Male
## 23265                                                                   No co-applicant
## 23299                                                                   No co-applicant
## 23302                                                                   No co-applicant
## 23321                                                                            Female
## 23325                                                                              Male
## 23329                                                                   No co-applicant
## 23337                                                                   No co-applicant
## 23356                                                                            Female
## 23369                                                                   No co-applicant
## 23387                                                                   No co-applicant
## 23407                                                                   No co-applicant
## 23416                                                                              Male
## 23423                                                                   No co-applicant
## 23432                                                                              Male
## 23435                                                                   No co-applicant
## 23446                                                                            Female
## 23449                                                                   No co-applicant
## 23452                                                                   No co-applicant
## 23475 Information not provided by applicant in mail, Internet, or telephone application
## 23479                                                                            Female
## 23480                                                                            Female
## 23481 Information not provided by applicant in mail, Internet, or telephone application
## 23485                                                                   No co-applicant
## 23507                                                                   No co-applicant
## 23522                                                                   No co-applicant
## 23539                                                                   No co-applicant
## 23545                                                                   No co-applicant
## 23547                                                                            Female
## 23563                                                                   No co-applicant
## 23566                                                                   No co-applicant
## 23573                                                                   No co-applicant
## 23576 Information not provided by applicant in mail, Internet, or telephone application
## 23584                                                                            Female
## 23593                                                                              Male
## 23596                                                                   No co-applicant
## 23599 Information not provided by applicant in mail, Internet, or telephone application
## 23606                                                                            Female
## 23607                                                                   No co-applicant
## 23608                                                                              Male
## 23619                                                                   No co-applicant
## 23629                                                                   No co-applicant
## 23631                                                                   No co-applicant
## 23648                                                                              Male
## 23656                                                                   No co-applicant
## 23659 Information not provided by applicant in mail, Internet, or telephone application
## 23665                                                                   No co-applicant
## 23671                                                                   No co-applicant
## 23677                                                                            Female
## 23683                                                                              Male
## 23689                                                                   No co-applicant
## 23707                                                                   No co-applicant
## 23714                                                                   No co-applicant
## 23741                                                                            Female
## 23755                                                                            Female
## 23757 Information not provided by applicant in mail, Internet, or telephone application
## 23783                                                                   No co-applicant
## 23788                                                                            Female
## 23800 Information not provided by applicant in mail, Internet, or telephone application
## 23803                                                                   No co-applicant
## 23807 Information not provided by applicant in mail, Internet, or telephone application
## 23821 Information not provided by applicant in mail, Internet, or telephone application
## 23824                                                                   No co-applicant
## 23836                                                                   No co-applicant
## 23848                                                                            Female
## 23853                                                                   No co-applicant
## 23871                                                                            Female
## 23883                                                                   No co-applicant
## 23890                                                                              Male
## 23909                                                                            Female
## 23914                                                                   No co-applicant
## 23918                                                                   No co-applicant
## 23919 Information not provided by applicant in mail, Internet, or telephone application
## 23926                                                                   No co-applicant
## 23930                                                                              Male
## 23931                                                                   No co-applicant
## 23943                                                                   No co-applicant
## 23947 Information not provided by applicant in mail, Internet, or telephone application
## 23950 Information not provided by applicant in mail, Internet, or telephone application
## 23963 Information not provided by applicant in mail, Internet, or telephone application
## 23969 Information not provided by applicant in mail, Internet, or telephone application
## 23974                                                                            Female
## 23979                                                                   No co-applicant
## 23984                                                                            Female
## 23987                                                                   No co-applicant
## 24004                                                                   No co-applicant
## 24014                                                                            Female
## 24023                                                                            Female
## 24029 Information not provided by applicant in mail, Internet, or telephone application
## 24031 Information not provided by applicant in mail, Internet, or telephone application
## 24033 Information not provided by applicant in mail, Internet, or telephone application
## 24040                                                                            Female
## 24046                                                                            Female
## 24050                                                                            Female
## 24051                                                                   No co-applicant
## 24081                                                                   No co-applicant
## 24087 Information not provided by applicant in mail, Internet, or telephone application
## 24098 Information not provided by applicant in mail, Internet, or telephone application
## 24105                                                                   No co-applicant
## 24107                                                                   No co-applicant
## 24122                                                                   No co-applicant
## 24128                                                                              Male
## 24140                                                                   No co-applicant
## 24145                                                                              Male
## 24147                                                                            Female
## 24164                                                                            Female
## 24165 Information not provided by applicant in mail, Internet, or telephone application
## 24172                                                                   No co-applicant
## 24182                                                                            Female
## 24185                                                                            Female
## 24210                                                                   No co-applicant
## 24213                                                                   No co-applicant
## 24217                                                                   No co-applicant
## 24223                                                                   No co-applicant
## 24225                                                                            Female
## 24232                                                                            Female
## 24233                                                                   No co-applicant
## 24236                                                                            Female
## 24245                                                                            Female
## 24248                                                                            Female
## 24254                                                                   No co-applicant
## 24272 Information not provided by applicant in mail, Internet, or telephone application
## 24280                                                                   No co-applicant
## 24284                                                                            Female
## 24290                                                                   No co-applicant
## 24292                                                                   No co-applicant
## 24310                                                                            Female
## 24311                                                                            Female
## 24313                                                                              Male
## 24314                                                                   No co-applicant
## 24325                                                                            Female
## 24334                                                                   No co-applicant
## 24341 Information not provided by applicant in mail, Internet, or telephone application
## 24350                                                                   No co-applicant
## 24352 Information not provided by applicant in mail, Internet, or telephone application
## 24359 Information not provided by applicant in mail, Internet, or telephone application
## 24365                                                                            Female
## 24371                                                                            Female
## 24377                                                                   No co-applicant
## 24389                                                                   No co-applicant
## 24395                                                                   No co-applicant
## 24410                                                                   No co-applicant
## 24423 Information not provided by applicant in mail, Internet, or telephone application
## 24425                                                                   No co-applicant
## 24449                                                                   No co-applicant
## 24454                                                                   No co-applicant
## 24464                                                                            Female
## 24466                                                                   No co-applicant
## 24472                                                                              Male
## 24473                                                                   No co-applicant
## 24488                                                                   No co-applicant
## 24490                                                                   No co-applicant
## 24506                                                                   No co-applicant
## 24524                                                                            Female
## 24549 Information not provided by applicant in mail, Internet, or telephone application
## 24554                                                                   No co-applicant
## 24566                                                                   No co-applicant
## 24572                                                                   No co-applicant
## 24578                                                                   No co-applicant
## 24584                                                                            Female
## 24590 Information not provided by applicant in mail, Internet, or telephone application
## 24596                                                                   No co-applicant
## 24602                                                                            Female
## 24608                                                                            Female
## 24610                                                                              Male
## 24614                                                                   No co-applicant
## 24658                                                                            Female
## 24670                                                                              Male
## 24675                                                                   No co-applicant
## 24682                                                                            Female
## 24700                                                                            Female
## 24722                                                                            Female
## 24723                                                                   No co-applicant
## 24724                                                                   No co-applicant
## 24740                                                                            Female
## 24748                                                                            Female
## 24785                                                                   No co-applicant
## 24788                                                                            Female
## 24795                                                                   No co-applicant
## 24796                                                                   No co-applicant
## 24813 Information not provided by applicant in mail, Internet, or telephone application
## 24835                                                                   No co-applicant
## 24837                                                                   No co-applicant
## 24843                                                                   No co-applicant
## 24854                                                                   No co-applicant
## 24860                                                                              Male
## 24865                                                                   No co-applicant
## 24886                                                                   No co-applicant
## 24892                                                                   No co-applicant
## 24927                                                                   No co-applicant
## 24928                                                                              Male
## 24940 Information not provided by applicant in mail, Internet, or telephone application
## 24946                                                                              Male
## 24950                                                                   No co-applicant
## 24951 Information not provided by applicant in mail, Internet, or telephone application
## 24956                                                                   No co-applicant
## 24965                                                                   No co-applicant
## 24975                                                                   No co-applicant
## 24976                                                                            Female
## 24982                                                                   No co-applicant
## 24999                                                                   No co-applicant
## 25011                                                                   No co-applicant
## 25017 Information not provided by applicant in mail, Internet, or telephone application
## 25027 Information not provided by applicant in mail, Internet, or telephone application
## 25046                                                                            Female
## 25089 Information not provided by applicant in mail, Internet, or telephone application
## 25102                                                                   No co-applicant
## 25149 Information not provided by applicant in mail, Internet, or telephone application
## 25172                                                                   No co-applicant
## 25173                                                                            Female
## 25185                                                                            Female
## 25196                                                                            Female
## 25210                                                                   No co-applicant
## 25222                                                                            Female
## 25240                                                                            Female
## 25294                                                                   No co-applicant
## 25304                                                                   No co-applicant
## 25305                                                                            Female
## 25318                                                                            Female
## 25336                                                                              Male
## 25365                                                                   No co-applicant
## 25400                                                                   No co-applicant
## 25406                                                                            Female
## 25426                                                                   No co-applicant
## 25431 Information not provided by applicant in mail, Internet, or telephone application
## 25450                                                                              Male
## 25461                                                                   No co-applicant
## 25491                                                                   No co-applicant
## 25503 Information not provided by applicant in mail, Internet, or telephone application
## 25504                                                                    Not applicable
## 25534                                                                              Male
## 25540                                                                   No co-applicant
## 25577                                                                   No co-applicant
## 25588                                                                            Female
## 25612                                                                   No co-applicant
## 25654                                                                            Female
## 25660                                                                              Male
## 25675                                                                   No co-applicant
## 25681                                                                            Female
## 25696                                                                   No co-applicant
## 25702                                                                   No co-applicant
## 25705 Information not provided by applicant in mail, Internet, or telephone application
## 25756 Information not provided by applicant in mail, Internet, or telephone application
## 25771                                                                   No co-applicant
## 25774                                                                            Female
## 25796                                                                   No co-applicant
## 25803                                                                   No co-applicant
## 25810                                                                            Female
## 25885                                                                   No co-applicant
## 25894                                                                            Female
## 25906                                                                   No co-applicant
## 25912                                                                            Female
## 25931                                                                            Female
## 25937                                                                            Female
## 25939                                                                   No co-applicant
## 25945                                                                   No co-applicant
## 25948                                                                              Male
## 25957                                                                   No co-applicant
## 25971                                                                            Female
## 26038                                                                            Female
## 26067                                                                   No co-applicant
## 26068                                                                            Female
## 26077                                                                            Female
## 26080                                                                            Female
## 26126                                                                            Female
## 26131                                                                   No co-applicant
## 26143                                                                    Not applicable
## 26155                                                                            Female
## 26184                                                                              Male
## 26188                                                                            Female
## 26194                                                                   No co-applicant
## 26296                                                                            Female
## 26314                                                                   No co-applicant
## 26321                                                                   No co-applicant
## 26327                                                                    Not applicable
## 26365                                                                              Male
## 26371                                                                   No co-applicant
## 26385                                                                            Female
## 26393                                                                   No co-applicant
## 26398                                                                   No co-applicant
## 26401                                                                   No co-applicant
## 26431                                                                   No co-applicant
## 26432                                                                   No co-applicant
## 26443                                                                            Female
## 26455                                                                              Male
## 26457 Information not provided by applicant in mail, Internet, or telephone application
## 26464                                                                   No co-applicant
## 26485                                                                   No co-applicant
## 26488                                                                   No co-applicant
## 26506                                                                              Male
## 26521                                                                   No co-applicant
## 26527                                                                            Female
## 26530                                                                            Female
## 26542                                                                            Female
## 26557                                                                              Male
## 26563                                                                    Not applicable
## 26572                                                                            Female
## 26575                                                                              Male
## 26596                                                                   No co-applicant
## 26601                                                                   No co-applicant
## 26608                                                                   No co-applicant
## 26609                                                                   No co-applicant
## 26620                                                                            Female
## 26625 Information not provided by applicant in mail, Internet, or telephone application
## 26650                                                                            Female
## 26651                                                                            Female
## 26683 Information not provided by applicant in mail, Internet, or telephone application
## 26708                                                                   No co-applicant
## 26725                                                                   No co-applicant
## 26737                                                                   No co-applicant
## 26770                                                                            Female
## 26776                                                                   No co-applicant
## 26782                                                                            Female
## 26794                                                                   No co-applicant
## 26799 Information not provided by applicant in mail, Internet, or telephone application
## 26800                                                                   No co-applicant
## 26851                                                                   No co-applicant
## 26869                                                                              Male
## 26902 Information not provided by applicant in mail, Internet, or telephone application
## 26950                                                                   No co-applicant
## 26956                                                                              Male
## 26983                                                                   No co-applicant
## 27000                                                                              Male
## 27055                                                                            Female
## 27075                                                                   No co-applicant
## 27077                                                                            Female
## 27082 Information not provided by applicant in mail, Internet, or telephone application
## 27092                                                                   No co-applicant
## 27111                                                                            Female
## 27136                                                                   No co-applicant
## 27163                                                                   No co-applicant
## 27184                                                                            Female
## 27190                                                                   No co-applicant
## 27191                                                                            Female
## 27196                                                                              Male
## 27214 Information not provided by applicant in mail, Internet, or telephone application
## 27217                                                                              Male
## 27227                                                                   No co-applicant
## 27245                                                                            Female
## 27249                                                                            Female
## 27265                                                                            Female
## 27293                                                                   No co-applicant
## 27301                                                                            Female
## 27304                                                                            Female
## 27309                                                                   No co-applicant
## 27316                                                                   No co-applicant
## 27322                                                                              Male
## 27328                                                                   No co-applicant
## 27334                                                                   No co-applicant
## 27338                                                                            Female
## 27387 Information not provided by applicant in mail, Internet, or telephone application
## 27389                                                                              Male
## 27439                                                                   No co-applicant
## 27447 Information not provided by applicant in mail, Internet, or telephone application
## 27477                                                                   No co-applicant
## 27505 Information not provided by applicant in mail, Internet, or telephone application
## 27508                                                                            Female
## 27511                                                                            Female
## 27520                                                                            Female
## 27528                                                                              Male
## 27592                                                                              Male
## 27602                                                                              Male
## 27623                                                                            Female
## 27625                                                                   No co-applicant
## 27637                                                                   No co-applicant
## 27640                                                                   No co-applicant
## 27643                                                                   No co-applicant
## 27652                                                                    Not applicable
## 27745                                                                   No co-applicant
## 27778                                                                              Male
## 27794 Information not provided by applicant in mail, Internet, or telephone application
## 27808                                                                              Male
## 27811                                                                   No co-applicant
## 27814                                                                   No co-applicant
## 27826                                                                            Female
## 27856                                                                    Not applicable
## 27861                                                                   No co-applicant
## 27874                                                                   No co-applicant
## 27875                                                                            Female
## 27880                                                                   No co-applicant
## 27886                                                                   No co-applicant
## 27922                                                                   No co-applicant
## 27934                                                                            Female
## 27944                                                                   No co-applicant
## 27946                                                                            Female
## 27952                                                                              Male
## 27956                                                                            Female
## 27968                                                                            Female
## 27981                                                                   No co-applicant
## 27991                                                                   No co-applicant
## 27992                                                                   No co-applicant
## 27998                                                                            Female
## 28006 Information not provided by applicant in mail, Internet, or telephone application
## 28012                                                                   No co-applicant
## 28028 Information not provided by applicant in mail, Internet, or telephone application
## 28030                                                                   No co-applicant
## 28034                                                                            Female
## 28040                                                                   No co-applicant
## 28044                                                                   No co-applicant
## 28052                                                                   No co-applicant
## 28084                                                                            Female
## 28095 Information not provided by applicant in mail, Internet, or telephone application
## 28104                                                                            Female
## 28108                                                                            Female
## 28129                                                                   No co-applicant
## 28132                                                                            Female
## 28136                                                                            Female
## 28147                                                                            Female
## 28156                                                                              Male
## 28185 Information not provided by applicant in mail, Internet, or telephone application
## 28196                                                                   No co-applicant
## 28198                                                                   No co-applicant
## 28201                                                                   No co-applicant
## 28223                                                                            Female
## 28225                                                                   No co-applicant
## 28276                                                                    Not applicable
## 28315                                                                              Male
## 28330                                                                   No co-applicant
## 28334                                                                   No co-applicant
## 28339 Information not provided by applicant in mail, Internet, or telephone application
## 28352                                                                   No co-applicant
## 28375 Information not provided by applicant in mail, Internet, or telephone application
## 28384                                                                   No co-applicant
## 28396                                                                            Female
## 28432                                                                   No co-applicant
## 28444                                                                   No co-applicant
## 28454                                                                   No co-applicant
## 28462                                                                   No co-applicant
## 28486                                                                              Male
## 28487                                                                   No co-applicant
## 28504                                                                            Female
## 28517                                                                            Female
## 28522                                                                            Female
## 28523                                                                    Not applicable
## 28529                                                                              Male
## 28544                                                                            Female
## 28547                                                                            Female
## 28552                                                                   No co-applicant
## 28553                                                                              Male
## 28556                                                                   No co-applicant
## 28558                                                                   No co-applicant
## 28574                                                                            Female
## 28582                                                                            Female
## 28587                                                                   No co-applicant
## 28588                                                                            Female
## 28591 Information not provided by applicant in mail, Internet, or telephone application
## 28601                                                                            Female
## 28604                                                                   No co-applicant
## 28610 Information not provided by applicant in mail, Internet, or telephone application
## 28622                                                                   No co-applicant
## 28627                                                                   No co-applicant
## 28657                                                                              Male
## 28658 Information not provided by applicant in mail, Internet, or telephone application
## 28677                                                                   No co-applicant
## 28705 Information not provided by applicant in mail, Internet, or telephone application
## 28709                                                                            Female
## 28712 Information not provided by applicant in mail, Internet, or telephone application
## 28730                                                                            Female
## 28737                                                                              Male
## 28748                                                                   No co-applicant
## 28822                                                                   No co-applicant
## 28833                                                                   No co-applicant
## 28838                                                                   No co-applicant
## 28843                                                                   No co-applicant
## 28868                                                                   No co-applicant
## 28885                                                                   No co-applicant
## 28889                                                                   No co-applicant
## 28918                                                                   No co-applicant
## 28936                                                                   No co-applicant
## 28938                                                                            Female
## 28954                                                                   No co-applicant
## 28989                                                                   No co-applicant
## 29013                                                                   No co-applicant
## 29021                                                                            Female
## 29032                                                                            Female
## 29050                                                                            Female
## 29069                                                                            Female
## 29099                                                                   No co-applicant
## 29109                                                                            Female
## 29116                                                                   No co-applicant
## 29122                                                                              Male
## 29127                                                                   No co-applicant
## 29128                                                                            Female
## 29134                                                                   No co-applicant
## 29143 Information not provided by applicant in mail, Internet, or telephone application
## 29146                                                                   No co-applicant
## 29170                                                                   No co-applicant
## 29181                                                                            Female
## 29188                                                                   No co-applicant
## 29200                                                                            Female
## 29212                                                                   No co-applicant
## 29216                                                                            Female
## 29242                                                                              Male
## 29269                                                                            Female
## 29272                                                                   No co-applicant
## 29277 Information not provided by applicant in mail, Internet, or telephone application
## 29283                                                                   No co-applicant
## 29303                                                                            Female
## 29311                                                                   No co-applicant
## 29331                                                                   No co-applicant
## 29381                                                                              Male
## 29415                                                                              Male
## 29460                                                                            Female
## 29483                                                                            Female
## 29503                                                                   No co-applicant
## 29514                                                                   No co-applicant
## 29515                                                                            Female
## 29523                                                                              Male
## 29526                                                                   No co-applicant
## 29533                                                                   No co-applicant
## 29555                                                                            Female
## 29575                                                                   No co-applicant
## 29592                                                                            Female
## 29604                                                                            Female
## 29622                                                                            Female
## 29674                                                                   No co-applicant
## 29678                                                                            Female
## 29683 Information not provided by applicant in mail, Internet, or telephone application
## 29689                                                                   No co-applicant
## 29700                                                                   No co-applicant
## 29706                                                                   No co-applicant
## 29713                                                                   No co-applicant
## 29715                                                                   No co-applicant
## 29730                                                                            Female
## 29736                                                                            Female
## 29745                                                                   No co-applicant
## 29754                                                                              Male
## 29760                                                                              Male
## 29761                                                                   No co-applicant
## 29779                                                                   No co-applicant
## 29814                                                                            Female
## 29829                                                                   No co-applicant
## 29833 Information not provided by applicant in mail, Internet, or telephone application
## 29856                                                                            Female
## 29868                                                                            Female
## 29889                                                                              Male
## 29903                                                                              Male
## 29936                                                                   No co-applicant
## 29937                                                                   No co-applicant
## 29947                                                                   No co-applicant
## 29959                                                                            Female
## 29964                                                                            Female
## 29983                                                                            Female
## 30000                                                                            Female
## 30015                                                                            Female
## 30018                                                                   No co-applicant
## 30030                                                                   No co-applicant
## 30034                                                                            Female
## 30045                                                                            Female
## 30054                                                                   No co-applicant
## 30060                                                                   No co-applicant
## 30085                                                                   No co-applicant
## 30093                                                                   No co-applicant
## 30138                                                                            Female
## 30144                                                                   No co-applicant
## 30162                                                                              Male
## 30167 Information not provided by applicant in mail, Internet, or telephone application
## 30180                                                                   No co-applicant
## 30221                                                                            Female
## 30225                                                                              Male
## 30226                                                                              Male
## 30235                                                                   No co-applicant
## 30237                                                                            Female
## 30246                                                                            Female
## 30252                                                                              Male
## 30253                                                                            Female
## 30270                                                                              Male
## 30282                                                                   No co-applicant
## 30294                                                                   No co-applicant
## 30300                                                                   No co-applicant
## 30301 Information not provided by applicant in mail, Internet, or telephone application
## 30303                                                                            Female
## 30318                                                                            Female
## 30342                                                                   No co-applicant
## 30343                                                                   No co-applicant
## 30353                                                                   No co-applicant
## 30354                                                                            Female
## 30359                                                                   No co-applicant
## 30381                                                                            Female
## 30408                                                                            Female
## 30414                                                                   No co-applicant
## 30426                                                                            Female
## 30429                                                                   No co-applicant
## 30444                                                                   No co-applicant
## 30453                                                                              Male
## 30465 Information not provided by applicant in mail, Internet, or telephone application
## 30476                                                                              Male
## 30484                                                                            Female
## 30485 Information not provided by applicant in mail, Internet, or telephone application
## 30503                                                                              Male
## 30511                                                                              Male
## 30517                                                                            Female
## 30519                                                                   No co-applicant
## 30533                                                                            Female
## 30534                                                                            Female
## 30540                                                                            Female
## 30558                                                                            Female
## 30564                                                                              Male
## 30576                                                                            Female
## 30588                                                                            Female
## 30594                                                                            Female
## 30605                                                                   No co-applicant
## 30648                                                                   No co-applicant
## 30654                                                                   No co-applicant
## 30666                                                                            Female
## 30678                                                                            Female
## 30684                                                                            Female
## 30685 Information not provided by applicant in mail, Internet, or telephone application
## 30715                                                                            Female
## 30716 Information not provided by applicant in mail, Internet, or telephone application
## 30717                                                                              Male
## 30738                                                                              Male
## 30744                                                                   No co-applicant
## 30756                                                                   No co-applicant
## 30762                                                                            Female
## 30768                                                                            Female
## 30774                                                                            Female
## 30780                                                                              Male
## 30786                                                                              Male
## 30809                                                                            Female
## 30835                                                                   No co-applicant
## 30840                                                                            Female
## 30845                                                                            Female
## 30846                                                                            Female
## 30852                                                                            Female
## 30858                                                                   No co-applicant
## 30872                                                                            Female
## 30875 Information not provided by applicant in mail, Internet, or telephone application
## 30876                                                                            Female
## 30894                                                                            Female
## 30900                                                                              Male
## 30923                                                                            Female
## 30960                                                                              Male
## 30967                                                                   No co-applicant
## 30972                                                                   No co-applicant
## 30978                                                                   No co-applicant
## 30984                                                                              Male
## 30985                                                                   No co-applicant
## 30990                                                                            Female
## 30992                                                                   No co-applicant
## 30996                                                                            Female
## 31002                                                                            Female
## 31005                                                                   No co-applicant
## 31008                                                                   No co-applicant
## 31014                                                                   No co-applicant
## 31017                                                                   No co-applicant
## 31043                                                                            Female
## 31044                                                                   No co-applicant
## 31048                                                                            Female
## 31050                                                                   No co-applicant
## 31056                                                                            Female
## 31057                                                                            Female
## 31062                                                                            Female
## 31084                                                                   No co-applicant
## 31086                                                                            Female
## 31092                                                                   No co-applicant
## 31093                                                                   No co-applicant
## 31104                                                                   No co-applicant
## 31117                                                                   No co-applicant
## 31122                                                                            Female
## 31128                                                                            Female
## 31134                                                                            Female
## 31140                                                                   No co-applicant
## 31152                                                                            Female
## 31158                                                                   No co-applicant
## 31170                                                                   No co-applicant
## 31176                                                                            Female
## 31188                                                                            Female
## 31194                                                                            Female
## 31200                                                                   No co-applicant
## 31206                                                                   No co-applicant
## 31213                                                                            Female
## 31224                                                                            Female
## 31230                                                                            Female
## 31248                                                                            Female
## 31254                                                                              Male
## 31260                                                                              Male
## 31271                                                                            Female
## 31276                                                                              Male
## 31284                                                                              Male
## 31296                                                                   No co-applicant
## 31301                                                                              Male
## 31314                                                                   No co-applicant
## 31344                                                                            Female
## 31350                                                                            Female
## 31359                                                                   No co-applicant
## 31362                                                                   No co-applicant
## 31368                                                                              Male
## 31371                                                                            Female
## 31374                                                                            Female
## 31380                                                                            Female
## 31390                                                                   No co-applicant
## 31392                                                                   No co-applicant
## 31398                                                                            Female
## 31405 Information not provided by applicant in mail, Internet, or telephone application
## 31411                                                                   No co-applicant
## 31421                                                                              Male
## 31422                                                                   No co-applicant
## 31428                                                                            Female
## 31434                                                                            Female
## 31440                                                                   No co-applicant
## 31443                                                                              Male
## 31446                                                                   No co-applicant
## 31458                                                                            Female
## 31465 Information not provided by applicant in mail, Internet, or telephone application
## 31476                                                                            Female
## 31494                                                                   No co-applicant
## 31500                                                                            Female
## 31503                                                                   No co-applicant
## 31506                                                                            Female
## 31517                                                                   No co-applicant
## 31519                                                                   No co-applicant
## 31524                                                                            Female
## 31542                                                                            Female
## 31554                                                                            Female
## 31566                                                                            Female
## 31572                                                                            Female
## 31573 Information not provided by applicant in mail, Internet, or telephone application
## 31581                                                                   No co-applicant
## 31590                                                                   No co-applicant
## 31608                                                                            Female
## 31609                                                                   No co-applicant
## 31614                                                                   No co-applicant
## 31620                                                                   No co-applicant
## 31621 Information not provided by applicant in mail, Internet, or telephone application
## 31632                                                                   No co-applicant
## 31638                                                                              Male
## 31647                                                                            Female
## 31655                                                                   No co-applicant
## 31668                                                                            Female
## 31669 Information not provided by applicant in mail, Internet, or telephone application
## 31686                                                                              Male
## 31692                                                                            Female
## 31705                                                                            Female
## 31710                                                                              Male
## 31722                                                                   No co-applicant
## 31728                                                                   No co-applicant
## 31734                                                                              Male
## 31749 Information not provided by applicant in mail, Internet, or telephone application
## 31752                                                                   No co-applicant
## 31758                                                                            Female
## 31776                                                                   No co-applicant
## 31788                                                                            Female
## 31800                                                                            Female
## 31807                                                                   No co-applicant
## 31824                                                                            Female
## 31830                                                                            Female
## 31836                                                                   No co-applicant
## 31843                                                                   No co-applicant
## 31848                                                                   No co-applicant
## 31849                                                                            Female
## 31866                                                                            Female
## 31872                                                                              Male
## 31878                                                                            Female
## 31884                                                                              Male
## 31890                                                                            Female
## 31896                                                                   No co-applicant
## 31902                                                                            Female
## 31905 Information not provided by applicant in mail, Internet, or telephone application
## 31908                                                                            Female
## 31932                                                                            Female
## 31936                                                                   No co-applicant
## 31938                                                                            Female
## 31944                                                                            Female
## 31945 Information not provided by applicant in mail, Internet, or telephone application
## 31950                                                                   No co-applicant
## 31956                                                                   No co-applicant
## 31957                                                                   No co-applicant
## 31962                                                                   No co-applicant
## 31968                                                                   No co-applicant
## 31974                                                                   No co-applicant
## 32010                                                                              Male
## 32015                                                                            Female
## 32023                                                                   No co-applicant
## 32027                                                                   No co-applicant
## 32046                                                                              Male
## 32051                                                                              Male
## 32052                                                                            Female
## 32058                                                                   No co-applicant
## 32064                                                                   No co-applicant
## 32070                                                                              Male
## 32082                                                                              Male
## 32088                                                                   No co-applicant
## 32094                                                                            Female
## 32096                                                                              Male
## 32100                                                                   No co-applicant
## 32117                                                                   No co-applicant
## 32118                                                                            Female
## 32125                                                                   No co-applicant
## 32130                                                                   No co-applicant
## 32136                                                                   No co-applicant
## 32148                                                                   No co-applicant
## 32154                                                                            Female
## 32155                                                                   No co-applicant
## 32160                                                                   No co-applicant
## 32172                                                                   No co-applicant
## 32178                                                                   No co-applicant
## 32190                                                                              Male
## 32196                                                                            Female
## 32201                                                                            Female
## 32202                                                                            Female
## 32207                                                                            Female
## 32208                                                                              Male
## 32212                                                                   No co-applicant
## 32226                                                                            Female
## 32232                                                                            Female
## 32238                                                                            Female
## 32246                                                                            Female
## 32256                                                                   No co-applicant
## 32270                                                                            Female
## 32292                                                                   No co-applicant
## 32304                                                                            Female
## 32306                                                                   No co-applicant
## 32313 Information not provided by applicant in mail, Internet, or telephone application
## 32316                                                                              Male
## 32318 Information not provided by applicant in mail, Internet, or telephone application
## 32322                                                                            Female
## 32323                                                                   No co-applicant
## 32324                                                                   No co-applicant
## 32334                                                                            Female
## 32336                                                                            Female
## 32354                                                                   No co-applicant
## 32356                                                                   No co-applicant
## 32358                                                                            Female
## 32360                                                                   No co-applicant
## 32365                                                                   No co-applicant
## 32366                                                                            Female
## 32372 Information not provided by applicant in mail, Internet, or telephone application
## 32377                                                                   No co-applicant
## 32388                                                                            Female
## 32394                                                                   No co-applicant
## 32406                                                                   No co-applicant
## 32418                                                                            Female
## 32424                                                                            Female
## 32430                                                                            Female
## 32436                                                                              Male
## 32448                                                                            Female
## 32454                                                                              Male
## 32457                                                                            Female
## 32496                                                                            Female
## 32514                                                                            Female
## 32520                                                                            Female
## 32532                                                                              Male
## 32544                                                                   No co-applicant
## 32553 Information not provided by applicant in mail, Internet, or telephone application
## 32556                                                                   No co-applicant
## 32562                                                                   No co-applicant
## 32568                                                                   No co-applicant
## 32580                                                                   No co-applicant
## 32592                                                                   No co-applicant
## 32601                                                                   No co-applicant
## 32604                                                                            Female
## 32622                                                                            Female
## 32634                                                                   No co-applicant
## 32640                                                                            Female
## 32646                                                                   No co-applicant
## 32647                                                                              Male
## 32652                                                                            Female
## 32653                                                                            Female
## 32659                                                                   No co-applicant
## 32664                                                                   No co-applicant
## 32676                                                                   No co-applicant
## 32678                                                                   No co-applicant
## 32685                                                                              Male
## 32694                                                                   No co-applicant
## 32705                                                                   No co-applicant
## 32706                                                                            Female
## 32708                                                                   No co-applicant
## 32713                                                                            Female
## 32717                                                                              Male
## 32736                                                                            Female
## 32742                                                                              Male
## 32745                                                                   No co-applicant
## 32748                                                                            Female
## 32760                                                                            Female
## 32764                                                                            Female
## 32765                                                                   No co-applicant
## 32766                                                                   No co-applicant
## 32779                                                                   No co-applicant
## 32784                                                                   No co-applicant
## 32790                                                                            Female
## 32794                                                                            Female
## 32807                                                                   No co-applicant
## 32808                                                                            Female
## 32820                                                                            Female
## 32826                                                                            Female
## 32831                                                                              Male
## 32832                                                                   No co-applicant
## 32838                                                                   No co-applicant
## 32844                                                                   No co-applicant
## 32850                                                                            Female
## 32857 Information not provided by applicant in mail, Internet, or telephone application
## 32868                                                                              Male
## 32871                                                                   No co-applicant
## 32873                                                                              Male
## 32874                                                                            Female
## 32892                                                                            Female
## 32899                                                                   No co-applicant
## 32909                                                                            Female
## 32911                                                                   No co-applicant
## 32916                                                                            Female
## 32928                                                                            Female
## 32940                                                                   No co-applicant
## 32941                                                                            Female
## 32958                                                                   No co-applicant
## 32964                                                                            Female
## 32970                                                                            Female
## 32976                                                                   No co-applicant
## 32994                                                                   No co-applicant
## 33000                                                                            Female
## 33018                                                                   No co-applicant
## 33024                                                                   No co-applicant
## 33027                                                                            Female
## 33030                                                                   No co-applicant
## 33036                                                                   No co-applicant
## 33048                                                                   No co-applicant
## 33052                                                                   No co-applicant
## 33054                                                                            Female
## 33057                                                                   No co-applicant
## 33060                                                                            Female
## 33084                                                                   No co-applicant
## 33090                                                                   No co-applicant
## 33096                                                                            Female
## 33108                                                                              Male
## 33109                                                                            Female
## 33120                                                                   No co-applicant
## 33125                                                                              Male
## 33131                                                                            Female
## 33138                                                                            Female
## 33144                                                                              Male
## 33150                                                                            Female
## 33157                                                                   No co-applicant
## 33168                                                                            Female
## 33180                                                                   No co-applicant
## 33186                                                                   No co-applicant
## 33195                                                                   No co-applicant
## 33204                                                                            Female
## 33216                                                                   No co-applicant
## 33223                                                                   No co-applicant
## 33228                                                                   No co-applicant
## 33231                                                                              Male
## 33246                                                                            Female
## 33252                                                                              Male
## 33270                                                                            Female
## 33282                                                                   No co-applicant
## 33288                                                                            Female
## 33289 Information not provided by applicant in mail, Internet, or telephone application
## 33294                                                                            Female
## 33295                                                                            Female
## 33303                                                                            Female
## 33306                                                                   No co-applicant
## 33315                                                                   No co-applicant
## 33318                                                                   No co-applicant
## 33324                                                                   No co-applicant
## 33330                                                                   No co-applicant
## 33348                                                                              Male
## 33355 Information not provided by applicant in mail, Internet, or telephone application
## 33408                                                                            Female
## 33417                                                                   No co-applicant
## 33426                                                                   No co-applicant
## 33432                                                                   No co-applicant
## 33444                                                                            Female
## 33445                                                                              Male
## 33456                                                                            Female
## 33457                                                                   No co-applicant
## 33469                                                                            Female
## 33480                                                                            Female
## 33486                                                                            Female
## 33493                                                                              Male
## 33510                                                                   No co-applicant
## 33528                                                                   No co-applicant
## 33534                                                                   No co-applicant
## 33546                                                                   No co-applicant
## 33558                                                                   No co-applicant
## 33564                                                                   No co-applicant
## 33571                                                                   No co-applicant
## 33576                                                                   No co-applicant
## 33600                                                                   No co-applicant
## 33606                                                                            Female
## 33618                                                                   No co-applicant
## 33636                                                                            Female
## 33648                                                                            Female
## 33663                                                                            Female
## 33671                                                                   No co-applicant
## 33672                                                                              Male
## 33678                                                                            Female
## 33685                                                                            Female
## 33690                                                                   No co-applicant
## 33708                                                                   No co-applicant
## 33714                                                                            Female
## 33715                                                                   No co-applicant
## 33738                                                                   No co-applicant
## 33751                                                                   No co-applicant
## 33773                                                                              Male
## 33774                                                                            Female
## 33786                                                                   No co-applicant
## 33793                                                                   No co-applicant
## 33797                                                                   No co-applicant
## 33805                                                                   No co-applicant
## 33816                                                                            Female
## 33817                                                                   No co-applicant
## 33824                                                                   No co-applicant
## 33882                                                                            Female
## 33894                                                                   No co-applicant
## 33912                                                                            Female
## 33918                                                                   No co-applicant
## 33919                                                                   No co-applicant
## 33920                                                                   No co-applicant
## 33924                                                                            Female
## 33926                                                                            Female
## 33930                                                                            Female
## 33936                                                                   No co-applicant
## 33948                                                                            Female
## 33954                                                                   No co-applicant
## 33972                                                                            Female
## 33977                                                                              Male
## 33984                                                                   No co-applicant
## 33987                                                                   No co-applicant
## 34020                                                                   No co-applicant
## 34023                                                                            Female
## 34038                                                                   No co-applicant
## 34050                                                                            Female
## 34056                                                                              Male
## 34062                                                                            Female
## 34068                                                                              Male
## 34074                                                                   No co-applicant
## 34079                                                                              Male
## 34080                                                                              Male
## 34083                                                                            Female
## 34086                                                                   No co-applicant
## 34092                                                                   No co-applicant
## 34098                                                                   No co-applicant
## 34101                                                                   No co-applicant
## 34105                                                                   No co-applicant
## 34110                                                                            Female
## 34116                                                                            Female
## 34122                                                                   No co-applicant
## 34131                                                                   No co-applicant
## 34134                                                                              Male
## 34147 Information not provided by applicant in mail, Internet, or telephone application
## 34158                                                                              Male
## 34164                                                                   No co-applicant
## 34174                                                                            Female
## 34176                                                                              Male
## 34206                                                                            Female
## 34208                                                                            Female
## 34212                                                                   No co-applicant
## 34215 Information not provided by applicant in mail, Internet, or telephone application
## 34218                                                                              Male
## 34220 Information not provided by applicant in mail, Internet, or telephone application
## 34222                                                                            Female
## 34224                                                                   No co-applicant
## 34225                                                                   No co-applicant
## 34260                                                                   No co-applicant
## 34266                                                                              Male
## 34271                                                                            Female
## 34272                                                                   No co-applicant
## 34278                                                                   No co-applicant
## 34289                                                                            Female
## 34290                                                                   No co-applicant
## 34292                                                                            Female
## 34296                                                                   No co-applicant
## 34308                                                                            Female
## 34326                                                                   No co-applicant
## 34327                                                                   No co-applicant
## 34338                                                                            Female
## 34350                                                                   No co-applicant
## 34360                                                                   No co-applicant
## 34368                                                                              Male
## 34369                                                                            Female
## 34392                                                                            Female
## 34423                                                                   No co-applicant
## 34428                                                                              Male
## 34440                                                                   No co-applicant
## 34445                                                                              Male
## 34452                                                                   No co-applicant
## 34458                                                                   No co-applicant
## 34470                                                                            Female
## 34477                                                                   No co-applicant
## 34484 Information not provided by applicant in mail, Internet, or telephone application
## 34492                                                                   No co-applicant
## 34494                                                                   No co-applicant
## 34497                                                                   No co-applicant
## 34500                                                                   No co-applicant
## 34502                                                                            Female
## 34514 Information not provided by applicant in mail, Internet, or telephone application
## 34518                                                                   No co-applicant
## 34522 Information not provided by applicant in mail, Internet, or telephone application
## 34528                                                                            Female
## 34530                                                                            Female
## 34536                                                                            Female
## 34547                                                                            Female
## 34548                                                                   No co-applicant
## 34550                                                                   No co-applicant
## 34554                                                                   No co-applicant
## 34566                                                                            Female
## 34568                                                                   No co-applicant
## 34571                                                                              Male
## 34572                                                                            Female
## 34600                                                                            Female
## 34611 Information not provided by applicant in mail, Internet, or telephone application
## 34616 Information not provided by applicant in mail, Internet, or telephone application
## 34628                                                                              Male
## 34634                                                                              Male
## 34638                                                                            Female
## 34640 Information not provided by applicant in mail, Internet, or telephone application
## 34651                                                                            Female
## 34652 Information not provided by applicant in mail, Internet, or telephone application
## 34656                                                                            Female
## 34677                                                                   No co-applicant
## 34680                                                                   No co-applicant
## 34687                                                                            Female
## 34695                                                                   No co-applicant
## 34700                                                                   No co-applicant
## 34701                                                                            Female
## 34712 Information not provided by applicant in mail, Internet, or telephone application
## 34715                                                                            Female
## 34722                                                                   No co-applicant
## 34724                                                                   No co-applicant
## 34726                                                                   No co-applicant
## 34730                                                                            Female
## 34736                                                                   No co-applicant
## 34738 Information not provided by applicant in mail, Internet, or telephone application
## 34742                                                                   No co-applicant
## 34748                                                                   No co-applicant
## 34758                                                                   No co-applicant
## 34770                                                                              Male
## 34772                                                                   No co-applicant
## 34788                                                                   No co-applicant
## 34790                                                                            Female
## 34808 Information not provided by applicant in mail, Internet, or telephone application
## 34812                                                                              Male
## 34817                                                                            Female
## 34818                                                                              Male
## 34820                                                                   No co-applicant
## 34830                                                                   No co-applicant
## 34831                                                                   No co-applicant
## 34838                                                                   No co-applicant
## 34840 Information not provided by applicant in mail, Internet, or telephone application
## 34844                                                                            Female
## 34848                                                                              Male
## 34850 Information not provided by applicant in mail, Internet, or telephone application
## 34854                                                                            Female
## 34862                                                                              Male
## 34865                                                                              Male
## 34868                                                                   No co-applicant
## 34874                                                                            Female
## 34878                                                                            Female
## 34880                                                                   No co-applicant
## 34884                                                                            Female
## 34886 Information not provided by applicant in mail, Internet, or telephone application
## 34896                                                                            Female
## 34901                                                                              Male
## 34904                                                                   No co-applicant
## 34908                                                                              Male
## 34915                                                                            Female
## 34920                                                                   No co-applicant
## 34926                                                                              Male
## 34928 Information not provided by applicant in mail, Internet, or telephone application
## 34931                                                                            Female
## 34932                                                                            Female
## 34938                                                                              Male
## 34939                                                                            Female
## 34944                                                                            Female
## 34950                                                                            Female
## 34955                                                                            Female
## 34962                                                                            Female
## 34968                                                                   No co-applicant
## 34974                                                                            Female
## 34986                                                                   No co-applicant
## 34992                                                                   No co-applicant
## 34997 Information not provided by applicant in mail, Internet, or telephone application
## 34999                                                                   No co-applicant
## 35000                                                                   No co-applicant
## 35004                                                                   No co-applicant
## 35010                                                                              Male
## 35012                                                                            Female
## 35013                                                                            Female
## 35016                                                                            Female
## 35017 Information not provided by applicant in mail, Internet, or telephone application
## 35028                                                                   No co-applicant
## 35029                                                                   No co-applicant
## 35032                                                                            Female
## 35034                                                                   No co-applicant
## 35036                                                                   No co-applicant
## 35041                                                                            Female
## 35046                                                                   No co-applicant
## 35052                                                                            Female
## 35054 Information not provided by applicant in mail, Internet, or telephone application
## 35058                                                                   No co-applicant
## 35060                                                                   No co-applicant
## 35064                                                                            Female
## 35072                                                                   No co-applicant
## 35076                                                                            Female
## 35085 Information not provided by applicant in mail, Internet, or telephone application
## 35094                                                                              Male
## 35100                                                                            Female
## 35101                                                                              Male
## 35106                                                                            Female
## 35108                                                                   No co-applicant
## 35116 Information not provided by applicant in mail, Internet, or telephone application
## 35118                                                                   No co-applicant
## 35124                                                                            Female
## 35126                                                                   No co-applicant
## 35127                                                                   No co-applicant
## 35144                                                                   No co-applicant
## 35148                                                                            Female
## 35154                                                                   No co-applicant
## 35156 Information not provided by applicant in mail, Internet, or telephone application
## 35168                                                                            Female
## 35174                                                                            Female
## 35184                                                                   No co-applicant
## 35185                                                                   No co-applicant
## 35208                                                                   No co-applicant
## 35215 Information not provided by applicant in mail, Internet, or telephone application
## 35238                                                                              Male
## 35240                                                                   No co-applicant
## 35242                                                                   No co-applicant
## 35244                                                                   No co-applicant
## 35250                                                                   No co-applicant
## 35251 Information not provided by applicant in mail, Internet, or telephone application
## 35292                                                                            Female
## 35294                                                                   No co-applicant
## 35298                                                                   No co-applicant
## 35317                                                                            Female
## 35322                                                                   No co-applicant
## 35328                                                                   No co-applicant
## 35330 Information not provided by applicant in mail, Internet, or telephone application
## 35335                                                                              Male
## 35346                                                                              Male
## 35348                                                                   No co-applicant
## 35352                                                                   No co-applicant
## 35358                                                                            Female
## 35370                                                                   No co-applicant
## 35372                                                                            Female
## 35376                                                                   No co-applicant
## 35382                                                                   No co-applicant
## 35388                                                                   No co-applicant
## 35394                                                                            Female
## 35400                                                                            Female
## 35402                                                                   No co-applicant
## 35406                                                                              Male
## 35408                                                                            Female
## 35412                                                                              Male
## 35430                                                                            Female
## 35431                                                                              Male
## 35448                                                                   No co-applicant
## 35450                                                                   No co-applicant
## 35454                                                                            Female
## 35455                                                                              Male
## 35460                                                                   No co-applicant
## 35466                                                                   No co-applicant
## 35472                                                                   No co-applicant
## 35478                                                                            Female
## 35484                                                                   No co-applicant
## 35485                                                                   No co-applicant
## 35490                                                                   No co-applicant
## 35496                                                                   No co-applicant
## 35498                                                                   No co-applicant
## 35502                                                                            Female
## 35514                                                                   No co-applicant
## 35516                                                                            Female
## 35520                                                                            Female
## 35521                                                                              Male
## 35522                                                                   No co-applicant
## 35525                                                                            Female
## 35528                                                                            Female
## 35532                                                                   No co-applicant
## 35538                                                                   No co-applicant
## 35544                                                                   No co-applicant
## 35586                                                                   No co-applicant
## 35598                                                                   No co-applicant
## 35601                                                                            Female
## 35616                                                                            Female
## 35619 Information not provided by applicant in mail, Internet, or telephone application
## 35622                                                                            Female
## 35634                                                                   No co-applicant
## 35640                                                                   No co-applicant
## 35646                                                                   No co-applicant
## 35652                                                                            Female
## 35653                                                                    Not applicable
## 35664                                                                            Female
## 35676                                                                            Female
## 35678 Information not provided by applicant in mail, Internet, or telephone application
## 35686                                                                            Female
## 35688                                                                            Female
## 35703                                                                   No co-applicant
## 35724                                                                   No co-applicant
## 35730                                                                            Female
## 35737                                                                   No co-applicant
## 35742                                                                   No co-applicant
## 35748                                                                   No co-applicant
## 35760                                                                            Female
## 35784                                                                            Female
## 35789                                                                            Female
## 35790                                                                            Female
## 35802                                                                            Female
## 35814                                                                   No co-applicant
## 35820                                                                              Male
## 35910                                                                            Female
## 35921                                                                            Female
## 35922                                                                              Male
## 35925 Information not provided by applicant in mail, Internet, or telephone application
## 35937                                                                   No co-applicant
## 35946                                                                            Female
## 35970                                                                            Female
## 35979                                                                              Male
## 36006                                                                              Male
## 36013                                                                   No co-applicant
## 36015                                                                   No co-applicant
## 36043                                                                            Female
## 36073                                                                   No co-applicant
## 36087 Information not provided by applicant in mail, Internet, or telephone application
## 36141                                                                   No co-applicant
## 36174                                                                   No co-applicant
## 36189                                                                   No co-applicant
## 36192                                                                            Female
## 36226                                                                            Female
## 36261                                                                            Female
## 36265                                                                   No co-applicant
## 36283                                                                   No co-applicant
## 36304                                                                   No co-applicant
## 36315 Information not provided by applicant in mail, Internet, or telephone application
## 36363                                                                   No co-applicant
## 36400                                                                   No co-applicant
## 36419                                                                   No co-applicant
## 36432                                                                            Female
## 36475                                                                   No co-applicant
## 36492                                                                              Male
## 36525                                                                   No co-applicant
## 36569                                                                            Female
## 36596                                                                   No co-applicant
## 36600                                                                   No co-applicant
## 36630                                                                   No co-applicant
## 36637                                                                            Female
## 36641                                                                   No co-applicant
## 36748                                                                            Female
## 36789                                                                   No co-applicant
## 36799                                                                            Female
## 36843                                                                   No co-applicant
## 36849                                                                   No co-applicant
## 36866                                                                            Female
## 36883                                                                            Female
## 36901                                                                   No co-applicant
## 36924                                                                            Female
## 36995 Information not provided by applicant in mail, Internet, or telephone application
## 37077                                                                   No co-applicant
## 37113                                                                            Female
## 37167                                                                   No co-applicant
## 37171                                                                   No co-applicant
## 37201                                                                            Female
## 37207                                                                            Female
## 37262                                                                            Female
## 37323 Information not provided by applicant in mail, Internet, or telephone application
## 37387                                                                            Female
## 37393                                                                            Female
## 37402                                                                   No co-applicant
## 37419                                                                            Female
## 37435                                                                   No co-applicant
## 37442                                                                            Female
## 37448                                                                   No co-applicant
## 37484                                                                            Female
## 37579                                                                            Female
## 37584                                                                            Female
## 37591 Information not provided by applicant in mail, Internet, or telephone application
## 37644                                                                            Female
## 37681                                                                   No co-applicant
## 37692                                                                            Female
## 37701                                                                            Female
## 37761                                                                            Female
## 37783                                                                   No co-applicant
## 37784                                                                            Female
## 37813 Information not provided by applicant in mail, Internet, or telephone application
## 37821                                                                   No co-applicant
## 37832                                                                   No co-applicant
## 37862                                                                            Female
## 37868                                                                            Female
## 37888                                                                            Female
## 37896                                                                   No co-applicant
## 37968                                                                              Male
## 37970                                                                            Female
## 38000                                                                            Female
## 38014                                                                    Not applicable
## 38036                                                                              Male
## 38042                                                                              Male
## 38077                                                                            Female
## 38126                                                                   No co-applicant
## 38145                                                                   No co-applicant
## 38149                                                                              Male
## 38164                                                                   No co-applicant
## 38166                                                                            Female
## 38200 Information not provided by applicant in mail, Internet, or telephone application
## 38241                                                                   No co-applicant
## 38263                                                                            Female
## 38280                                                                            Female
## 38334                                                                              Male
## 38346                                                                   No co-applicant
## 38440                                                                            Female
## 38462                                                                    Not applicable
## 38476                                                                            Female
## 38481                                                                              Male
## 38492                                                                            Female
## 38565                                                                              Male
## 38599 Information not provided by applicant in mail, Internet, or telephone application
## 38605                                                                   No co-applicant
## 38673                                                                   No co-applicant
## 38695                                                                            Female
## 38709                                                                            Female
## 38717                                                                   No co-applicant
## 38719                                                                   No co-applicant
## 38760                                                                            Female
## 38777                                                                   No co-applicant
## 38841                                                                   No co-applicant
## 38874                                                                            Female
## 38921                                                                            Female
## 38924                                                                   No co-applicant
## 38946                                                                            Female
## 38970                                                                            Female
## 38976                                                                              Male
## 38990                                                                   No co-applicant
## 39011                                                                            Female
## 39012                                                                            Female
## 39030                                                                            Female
## 39036                                                                            Female
## 39041                                                                              Male
## 39066                                                                            Female
## 39078                                                                            Female
## 39090                                                                            Female
## 39096                                                                   No co-applicant
## 39124                                                                            Female
## 39150                                                                              Male
## 39156                                                                            Female
## 39172                                                                            Female
## 39186                                                                            Female
## 39188                                                                            Female
## 39192                                                                   No co-applicant
## 39201                                                                   No co-applicant
## 39204                                                                   No co-applicant
## 39210                                                                   No co-applicant
## 39222                                                                            Female
## 39234                                                                            Female
## 39237                                                                   No co-applicant
## 39246                                                                            Female
## 39252                                                                            Female
## 39258                                                                              Male
## 39285                                                                   No co-applicant
## 39288                                                                   No co-applicant
## 39292                                                                   No co-applicant
## 39313                                                                              Male
## 39348                                                                   No co-applicant
## 39397 Information not provided by applicant in mail, Internet, or telephone application
## 39420                                                                              Male
## 39423                                                                   No co-applicant
## 39432                                                                   No co-applicant
## 39453                                                                   No co-applicant
## 39486                                                                            Female
## 39493                                                                   No co-applicant
## 39498                                                                   No co-applicant
## 39505 Information not provided by applicant in mail, Internet, or telephone application
## 39523 Information not provided by applicant in mail, Internet, or telephone application
## 39528                                                                            Female
## 39534                                                                            Female
## 39541                                                                            Female
## 39546                                                                            Female
## 39555                                                                            Female
## 39558                                                                            Female
## 39564                                                                            Female
## 39570                                                                              Male
## 39576                                                                            Female
## 39578                                                                   No co-applicant
## 39582                                                                            Female
## 39585                                                                            Female
## 39588                                                                            Female
## 39594                                                                            Female
## 39595 Information not provided by applicant in mail, Internet, or telephone application
## 39599                                                                            Female
## 39606                                                                   No co-applicant
## 39618                                                                            Female
## 39624                                                                   No co-applicant
## 39625                                                                              Male
## 39627                                                                              Male
## 39630                                                                   No co-applicant
## 39631                                                                   No co-applicant
## 39636                                                                   No co-applicant
## 39637                                                                   No co-applicant
## 39642                                                                   No co-applicant
## 39647                                                                              Male
## 39648                                                                   No co-applicant
## 39654                                                                            Female
## 39660                                                                            Female
## 39666                                                                   No co-applicant
## 39678                                                                   No co-applicant
## 39686                                                                   No co-applicant
## 39701                                                                   No co-applicant
## 39728                                                                   No co-applicant
## 39732                                                                   No co-applicant
## 39758                                                                   No co-applicant
## 39762                                                                   No co-applicant
## 39768                                                                            Female
## 39780                                                                            Female
## 39798                                                                              Male
## 39810                                                                              Male
## 39816                                                                            Female
## 39828                                                                            Female
## 39829                                                                   No co-applicant
## 39834                                                                            Female
## 39851                                                                              Male
## 39858                                                                   No co-applicant
## 39879                                                                            Female
## 39889                                                                   No co-applicant
## 39906                                                                   No co-applicant
## 39919                                                                   No co-applicant
## 39940                                                                              Male
## 39948                                                                   No co-applicant
## 39960                                                                            Female
## 40034                                                                            Female
## 40068                                                                   No co-applicant
## 40069                                                                            Female
## 40073                                                                   No co-applicant
## 40135 Information not provided by applicant in mail, Internet, or telephone application
## 40146                                                                   No co-applicant
## 40152                                                                   No co-applicant
## 40204                                                                   No co-applicant
## 40218                                                                              Male
## 40240                                                                   No co-applicant
## 40278                                                                   No co-applicant
## 40282                                                                            Female
## 40302                                                                            Female
## 40310                                                                   No co-applicant
## 40317                                                                   No co-applicant
## 40340                                                                            Female
## 40345                                                                   No co-applicant
## 40379                                                                   No co-applicant
## 40381 Information not provided by applicant in mail, Internet, or telephone application
## 40386                                                                              Male
## 40393 Information not provided by applicant in mail, Internet, or telephone application
## 40396                                                                   No co-applicant
## 40413 Information not provided by applicant in mail, Internet, or telephone application
## 40429                                                                   No co-applicant
## 40465                                                                   No co-applicant
## 40488                                                                   No co-applicant
## 40501 Information not provided by applicant in mail, Internet, or telephone application
## 40512                                                                            Female
## 40529                                                                   No co-applicant
## 40530                                                                            Female
## 40550                                                                            Female
## 40567                                                                   No co-applicant
## 40639                                                                   No co-applicant
## 40640                                                                              Male
## 40645                                                                   No co-applicant
## 40661                                                                   No co-applicant
## 40705                                                                   No co-applicant
## 40707                                                                   No co-applicant
## 40716                                                                   No co-applicant
## 40731                                                                   No co-applicant
## 40740                                                                            Female
## 40741                                                                   No co-applicant
## 40744 Information not provided by applicant in mail, Internet, or telephone application
## 40762                                                                   No co-applicant
## 40803                                                                   No co-applicant
## 40807 Information not provided by applicant in mail, Internet, or telephone application
## 40817                                                                              Male
## 40853                                                                   No co-applicant
## 40877                                                                            Female
## 40897                                                                   No co-applicant
## 40929                                                                              Male
## 40978                                                                   No co-applicant
## 40983 Information not provided by applicant in mail, Internet, or telephone application
## 40995                                                                   No co-applicant
## 41037                                                                   No co-applicant
## 41041                                                                            Female
## 41047                                                                            Female
## 41119                                                                   No co-applicant
## 41149                                                                   No co-applicant
## 41176                                                                            Female
## 41191                                                                   No co-applicant
## 41218                                                                            Female
## 41229                                                                              Male
## 41241 Information not provided by applicant in mail, Internet, or telephone application
## 41316                                                                            Female
## 41320                                                                              Male
## 41332                                                                            Female
## 41355 Information not provided by applicant in mail, Internet, or telephone application
## 41365                                                                   No co-applicant
## 41368                                                                            Female
## 41381                                                                   No co-applicant
## 41406                                                                   No co-applicant
## 41448                                                                            Female
## 41479                                                                              Male
## 41499                                                                            Female
## 41515                                                                   No co-applicant
## 41526                                                                            Female
## 41561                                                                              Male
## 41574                                                                   No co-applicant
## 41584                                                                              Male
## 41592                                                                            Female
## 41602                                                                            Female
## 41608 Information not provided by applicant in mail, Internet, or telephone application
## 41628                                                                   No co-applicant
## 41644                                                                   No co-applicant
## 41692                                                                            Female
## 41708 Information not provided by applicant in mail, Internet, or telephone application
## 41733                                                                   No co-applicant
## 41769                                                                   No co-applicant
## 41822                                                                    Not applicable
## 41828                                                                              Male
## 41857                                                                            Female
## 41858                                                                              Male
## 41865 Information not provided by applicant in mail, Internet, or telephone application
## 41871                                                                   No co-applicant
## 41925                                                                   No co-applicant
## 41931                                                                   No co-applicant
## 41991                                                                            Female
## 42039                                                                   No co-applicant
## 42088                                                                   No co-applicant
## 42094                                                                              Male
## 42173                                                                              Male
## 42182                                                                   No co-applicant
## 42211                                                                            Female
## 42222                                                                              Male
## 42224                                                                            Female
## 42267                                                                   No co-applicant
## 42274                                                                   No co-applicant
## 42278                                                                            Female
## 42285 Information not provided by applicant in mail, Internet, or telephone application
## 42308                                                                   No co-applicant
## 42314                                                                   No co-applicant
## 42358                                                                            Female
## 42359                                                                   No co-applicant
## 42422                                                                            Female
## 42451                                                                              Male
## 42454                                                                              Male
## 42458 Information not provided by applicant in mail, Internet, or telephone application
## 42508                                                                   No co-applicant
## 42584                                                                            Female
## 42676                                                                   No co-applicant
## 42687 Information not provided by applicant in mail, Internet, or telephone application
## 42694                                                                              Male
## 42794                                                                              Male
## 42825                                                                   No co-applicant
## 42826                                                                   No co-applicant
## 42858                                                                            Female
## 42892                                                                            Female
## 42916 Information not provided by applicant in mail, Internet, or telephone application
## 42920                                                                              Male
## 42925                                                                            Female
## 43000                                                                            Female
## 43021                                                                              Male
## 43060                                                                            Female
## 43066                                                                   No co-applicant
## 43072                                                                              Male
## 43092                                                                   No co-applicant
## 43102                                                                              Male
## 43107                                                                            Female
## 43126                                                                            Female
## 43128                                                                              Male
## 43143                                                                   No co-applicant
## 43151                                                                            Female
## 43155                                                                   No co-applicant
## 43209                                                                            Female
## 43210                                                                              Male
## 43379                                                                            Female
## 43396                                                                   No co-applicant
## 43401                                                                   No co-applicant
## 43440                                                                              Male
## 43470                                                                            Female
## 43485                                                                            Female
## 43521                                                                   No co-applicant
## 43524                                                                            Female
## 43530                                                                              Male
## 43548                                                                              Male
## 43554                                                                   No co-applicant
## 43557                                                                            Female
## 43575                                                                   No co-applicant
## 43578                                                                            Female
## 43584                                                                   No co-applicant
## 43626                                                                            Female
## 43638                                                                            Female
## 43710                                                                            Female
## 43720                                                                   No co-applicant
## 43726                                                                   No co-applicant
## 43754                                                                              Male
## 43930                                                                   No co-applicant
## 43952                                                                   No co-applicant
## 43983                                                                   No co-applicant
## 43989 Information not provided by applicant in mail, Internet, or telephone application
## 44012                                                                   No co-applicant
## 44044                                                                            Female
## 44054                                                                              Male
## 44068                                                                              Male
## 44110                                                                   No co-applicant
## 44169                                                                   No co-applicant
## 44225                                                                            Female
## 44251                                                                   No co-applicant
## 44256                                                                   No co-applicant
## 44268                                                                            Female
## 44286                                                                            Female
## 44298                                                                            Female
## 44308                                                                            Female
## 44316                                                                   No co-applicant
## 44321                                                                    Not applicable
## 44325                                                                   No co-applicant
## 44331                                                                   No co-applicant
## 44358                                                                   No co-applicant
## 44364                                                                            Female
## 44376                                                                   No co-applicant
## 44382                                                                              Male
## 44388                                                                   No co-applicant
## 44400                                                                   No co-applicant
## 44412                                                                              Male
## 44418                                                                   No co-applicant
## 44424                                                                            Female
## 44432                                                                            Female
## 44436                                                                            Female
## 44438                                                                            Female
## 44448                                                                   No co-applicant
## 44454                                                                              Male
## 44464                                                                   No co-applicant
## 44474                                                                   No co-applicant
## 44510                                                                    Not applicable
## 44520                                                                   No co-applicant
## 44537                                                                              Male
## 44538                                                                   No co-applicant
## 44566                                                                            Female
## 44599                                                                   No co-applicant
## 44625                                                                            Female
## 44639                                                                            Female
## 44646                                                                   No co-applicant
## 44648                                                                            Female
## 44652                                                                   No co-applicant
## 44694                                                                            Female
## 44698                                                                            Female
## 44715                                                                            Female
## 44746                                                                   No co-applicant
## 44747                                                                              Male
## 44785                                                                            Female
## 44801                                                                              Male
## 44848                                                                            Female
## 44879                                                                            Female
## 44938                                                                            Female
## 45003                                                                   No co-applicant
## 45100                                                                            Female
## 45108                                                                            Female
## 45153                                                                   No co-applicant
## 45171                                                                   No co-applicant
## 45205                                                                   No co-applicant
## 45339                                                                              Male
## 45351                                                                            Female
## 45361                                                                            Female
## 45386                                                                   No co-applicant
## 45434                                                                            Female
## 45443                                                                            Female
## 45452                                                                   No co-applicant
## 45482                                                                            Female
## 45486                                                                   No co-applicant
## 45519 Information not provided by applicant in mail, Internet, or telephone application
## 45525                                                                   No co-applicant
## 45633                                                                   No co-applicant
## 45641                                                                              Male
## 45646                                                                   No co-applicant
## 45660                                                                            Female
## 45676                                                                              Male
## 45690                                                                            Female
## 45714                                                                            Female
## 45717 Information not provided by applicant in mail, Internet, or telephone application
## 45741                                                                   No co-applicant
## 45778                                                                            Female
## 45877                                                                   No co-applicant
## 45928                                                                            Female
## 45975                                                                              Male
## 46035                                                                              Male
## 46093                                                                   No co-applicant
## 46137                                                                   No co-applicant
## 46144                                                                            Female
## 46228                                                                   No co-applicant
## 46229                                                                   No co-applicant
## 46251                                                                   No co-applicant
## 46269                                                                   No co-applicant
## 46275                                                                   No co-applicant
## 46311                                                                   No co-applicant
## 46455                                                                   No co-applicant
## 46472                                                                   No co-applicant
## 46498                                                                   No co-applicant
## 46608                                                                              Male
## 46624                                                                   No co-applicant
## 46654                                                                            Female
## 46659                                                                   No co-applicant
## 46707                                                                              Male
## 46717                                                                   No co-applicant
## 46743 Information not provided by applicant in mail, Internet, or telephone application
## 46751                                                                            Female
## 46763                                                                              Male
## 46786                                                                            Female
## 46809                                                                   No co-applicant
## 46869                                                                   No co-applicant
## 46890                                                                            Female
## 46936                                                                            Female
## 46938                                                                              Male
## 46959                                                                   No co-applicant
## 47030                                                                   No co-applicant
## 47040                                                                            Female
## 47092                                                                              Male
## 47115                                                                              Male
## 47187                                                                            Female
## 47261                                                                   No co-applicant
## 47343                                                                   No co-applicant
## 47356                                                                   No co-applicant
## 47445                                                                            Female
## 47517                                                                   No co-applicant
## 47556                                                                   No co-applicant
## 47568                                                                   No co-applicant
## 47574                                                                   No co-applicant
## 47584                                                                   No co-applicant
## 47606                                                                   No co-applicant
## 47610                                                                   No co-applicant
## 47616                                                                   No co-applicant
## 47644                                                                            Female
## 47646                                                                              Male
## 47683                                                                   No co-applicant
## 47706                                                                            Female
## 47713                                                                            Female
## 47718                                                                            Female
## 47724                                                                            Female
## 47736                                                                            Female
## 47742                                                                            Female
## 47755                                                                   No co-applicant
## 47756                                                                   No co-applicant
## 47777                                                                   No co-applicant
## 47778                                                                            Female
## 47784                                                                            Female
## 47796                                                                              Male
## 47805                                                                            Female
## 47824                                                                              Male
## 47839                                                                   No co-applicant
## 47844                                                                            Female
## 47875                                                                            Female
## 47899                                                                   No co-applicant
## 47929                                                                            Female
## 47955                                                                              Male
## 47975                                                                              Male
## 47983                                                                              Male
## 48033 Information not provided by applicant in mail, Internet, or telephone application
## 48062                                                                              Male
## 48095                                                                              Male
## 48161 Information not provided by applicant in mail, Internet, or telephone application
## 48192                                                                              Male
## 48204                                                                   No co-applicant
## 48225                                                                   No co-applicant
## 48288                                                                            Female
## 48295                                                                            Female
## 48315                                                                              Male
## 48316                                                                   No co-applicant
## 48317                                                                              Male
## 48339                                                                            Female
## 48340 Information not provided by applicant in mail, Internet, or telephone application
## 48425                                                                            Female
## 48532                                                                   No co-applicant
## 48553                                                                            Female
## 48586                                                                   No co-applicant
## 48682                                                                            Female
## 48743                                                                              Male
## 48748                                                                            Female
## 48759                                                                              Male
## 48766                                                                              Male
## 48778                                                                            Female
## 48788 Information not provided by applicant in mail, Internet, or telephone application
## 48793                                                                            Female
## 48799                                                                   No co-applicant
## 48811                                                                    Not applicable
## 48814                                                                   No co-applicant
## 48834                                                                   No co-applicant
## 48844                                                                   No co-applicant
## 48988                                                                            Female
## 49015                                                                            Female
## 49045                                                                   No co-applicant
## 49054                                                                   No co-applicant
## 49055                                                                            Female
## 49069                                                                            Female
## 49091                                                                   No co-applicant
## 49146                                                                            Female
## 49161                                                                            Female
## 49165                                                                            Female
## 49177                                                                   No co-applicant
## 49222                                                                            Female
## 49229                                                                            Female
## 49235                                                                              Male
## 49243                                                                   No co-applicant
## 49253                                                                   No co-applicant
## 49297                                                                   No co-applicant
## 49389                                                                   No co-applicant
## 49398                                                                   No co-applicant
## 49416                                                                              Male
## 49419                                                                   No co-applicant
## 49425                                                                            Female
## 49431                                                                   No co-applicant
## 49452                                                                            Female
## 49469                                                                            Female
## 49498                                                                   No co-applicant
## 49559                                                                              Male
## 49576                                                                              Male
## 49589                                                                            Female
## 49594                                                                   No co-applicant
## 49602                                                                            Female
## 49685                                                                   No co-applicant
## 49705                                                                   No co-applicant
## 49717                                                                   No co-applicant
## 49749 Information not provided by applicant in mail, Internet, or telephone application
## 49763                                                                   No co-applicant
## 49769                                                                            Female
## 49771                                                                              Male
## 49779                                                                   No co-applicant
## 49785                                                                   No co-applicant
## 49877                                                                   No co-applicant
## 49923                                                                   No co-applicant
## 49924                                                                   No co-applicant
## 49926                                                                            Female
## 50012                                                                   No co-applicant
## 50047                                                                            Female
## 50055                                                                   No co-applicant
## 50060                                                                            Female
## 50062                                                                   No co-applicant
## 50079                                                                   No co-applicant
## 50092                                                                            Female
## 50098                                                                            Female
## 50105                                                                   No co-applicant
## 50124                                                                            Female
## 50130                                                                            Female
## 50142                                                                   No co-applicant
## 50145                                                                   No co-applicant
## 50148                                                                   No co-applicant
## 50158                                                                   No co-applicant
## 50160                                                                   No co-applicant
## 50166                                                                   No co-applicant
## 50172                                                                            Female
## 50200                                                                   No co-applicant
## 50220                                                                   No co-applicant
## 50224                                                                   No co-applicant
## 50227                                                                   No co-applicant
## 50302 Information not provided by applicant in mail, Internet, or telephone application
## 50340                                                                            Female
## 50352                                                                            Female
## 50358                                                                            Female
## 50364                                                                   No co-applicant
## 50371                                                                              Male
## 50376                                                                   No co-applicant
## 50377                                                                            Female
## 50382                                                                            Female
## 50385                                                                   No co-applicant
## 50394                                                                            Female
## 50400                                                                            Female
## 50412                                                                            Female
## 50424                                                                   No co-applicant
## 50443                                                                    Not applicable
## 50454                                                                   No co-applicant
## 50469                                                                   No co-applicant
## 50472                                                                   No co-applicant
## 50481                                                                            Female
## 50484                                                                            Female
## 50490                                                                            Female
## 50495                                                                   No co-applicant
## 50502                                                                   No co-applicant
## 50526                                                                            Female
## 50538                                                                            Female
## 50556                                                                              Male
## 50573                                                                   No co-applicant
## 50574                                                                   No co-applicant
## 50580                                                                   No co-applicant
## 50586                                                                            Female
## 50598                                                                   No co-applicant
## 50604                                                                   No co-applicant
## 50610                                                                              Male
## 50622                                                                   No co-applicant
## 50633                                                                            Female
## 50634                                                                            Female
## 50646                                                                   No co-applicant
## 50658                                                                            Female
## 50659                                                                   No co-applicant
## 50668                                                                   No co-applicant
## 50682                                                                   No co-applicant
## 50736                                                                            Female
## 50743                                                                            Female
## 50748                                                                            Female
## 50760                                                                              Male
## 50772                                                                            Female
## 50808                                                                            Female
## 50815                                                                            Female
## 50862                                                                            Female
##       applicant_income_000s
## 1                       462
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##                                                                purchaser_type_name
## 1     Loan was not originated or was not sold in calendar year covered by register
## 7     Loan was not originated or was not sold in calendar year covered by register
## 9     Loan was not originated or was not sold in calendar year covered by register
## 37    Loan was not originated or was not sold in calendar year covered by register
## 51    Loan was not originated or was not sold in calendar year covered by register
## 87    Loan was not originated or was not sold in calendar year covered by register
## 112   Loan was not originated or was not sold in calendar year covered by register
## 154   Loan was not originated or was not sold in calendar year covered by register
## 171   Loan was not originated or was not sold in calendar year covered by register
## 177   Loan was not originated or was not sold in calendar year covered by register
## 224   Loan was not originated or was not sold in calendar year covered by register
## 238   Loan was not originated or was not sold in calendar year covered by register
## 248   Loan was not originated or was not sold in calendar year covered by register
## 250   Loan was not originated or was not sold in calendar year covered by register
## 315   Loan was not originated or was not sold in calendar year covered by register
## 331   Loan was not originated or was not sold in calendar year covered by register
## 332   Loan was not originated or was not sold in calendar year covered by register
## 334   Loan was not originated or was not sold in calendar year covered by register
## 336        Life insurance company, credit union, mortgage bank, or finance company
## 361   Loan was not originated or was not sold in calendar year covered by register
## 399   Loan was not originated or was not sold in calendar year covered by register
## 454   Loan was not originated or was not sold in calendar year covered by register
## 458   Loan was not originated or was not sold in calendar year covered by register
## 472   Loan was not originated or was not sold in calendar year covered by register
## 482                                                            Freddie Mac (FHLMC)
## 515                                                              Fannie Mae (FNMA)
## 544                                                            Freddie Mac (FHLMC)
## 555   Loan was not originated or was not sold in calendar year covered by register
## 628   Loan was not originated or was not sold in calendar year covered by register
## 639   Loan was not originated or was not sold in calendar year covered by register
## 652   Loan was not originated or was not sold in calendar year covered by register
## 676   Loan was not originated or was not sold in calendar year covered by register
## 687   Loan was not originated or was not sold in calendar year covered by register
## 693   Loan was not originated or was not sold in calendar year covered by register
## 697                                                            Freddie Mac (FHLMC)
## 711   Loan was not originated or was not sold in calendar year covered by register
## 712                                                              Fannie Mae (FNMA)
## 723                                                        Other type of purchaser
## 728   Loan was not originated or was not sold in calendar year covered by register
## 735                           Commercial bank, savings bank or savings association
## 766   Loan was not originated or was not sold in calendar year covered by register
## 769   Loan was not originated or was not sold in calendar year covered by register
## 790   Loan was not originated or was not sold in calendar year covered by register
## 795   Loan was not originated or was not sold in calendar year covered by register
## 807   Loan was not originated or was not sold in calendar year covered by register
## 813   Loan was not originated or was not sold in calendar year covered by register
## 826   Loan was not originated or was not sold in calendar year covered by register
## 837   Loan was not originated or was not sold in calendar year covered by register
## 850   Loan was not originated or was not sold in calendar year covered by register
## 856   Loan was not originated or was not sold in calendar year covered by register
## 886   Loan was not originated or was not sold in calendar year covered by register
## 888   Loan was not originated or was not sold in calendar year covered by register
## 916   Loan was not originated or was not sold in calendar year covered by register
## 933   Loan was not originated or was not sold in calendar year covered by register
## 952   Loan was not originated or was not sold in calendar year covered by register
## 976   Loan was not originated or was not sold in calendar year covered by register
## 988   Loan was not originated or was not sold in calendar year covered by register
## 1000  Loan was not originated or was not sold in calendar year covered by register
## 1004  Loan was not originated or was not sold in calendar year covered by register
## 1006  Loan was not originated or was not sold in calendar year covered by register
## 1024       Life insurance company, credit union, mortgage bank, or finance company
## 1051  Loan was not originated or was not sold in calendar year covered by register
## 1059  Loan was not originated or was not sold in calendar year covered by register
## 1084  Loan was not originated or was not sold in calendar year covered by register
## 1120  Loan was not originated or was not sold in calendar year covered by register
## 1126  Loan was not originated or was not sold in calendar year covered by register
## 1131  Loan was not originated or was not sold in calendar year covered by register
## 1133       Life insurance company, credit union, mortgage bank, or finance company
## 1168  Loan was not originated or was not sold in calendar year covered by register
## 1186                                                             Ginnie Mae (GNMA)
## 1192  Loan was not originated or was not sold in calendar year covered by register
## 1204  Loan was not originated or was not sold in calendar year covered by register
## 1214  Loan was not originated or was not sold in calendar year covered by register
## 1294  Loan was not originated or was not sold in calendar year covered by register
## 1306  Loan was not originated or was not sold in calendar year covered by register
## 1307  Loan was not originated or was not sold in calendar year covered by register
## 1311  Loan was not originated or was not sold in calendar year covered by register
## 1327  Loan was not originated or was not sold in calendar year covered by register
## 1353  Loan was not originated or was not sold in calendar year covered by register
## 1365  Loan was not originated or was not sold in calendar year covered by register
## 1372  Loan was not originated or was not sold in calendar year covered by register
## 1390  Loan was not originated or was not sold in calendar year covered by register
## 1395  Loan was not originated or was not sold in calendar year covered by register
## 1461  Loan was not originated or was not sold in calendar year covered by register
## 1486  Loan was not originated or was not sold in calendar year covered by register
## 1491  Loan was not originated or was not sold in calendar year covered by register
## 1498                                                           Freddie Mac (FHLMC)
## 1510  Loan was not originated or was not sold in calendar year covered by register
## 1533  Loan was not originated or was not sold in calendar year covered by register
## 1578                                                        Private securitization
## 1588  Loan was not originated or was not sold in calendar year covered by register
## 1594  Loan was not originated or was not sold in calendar year covered by register
## 1612  Loan was not originated or was not sold in calendar year covered by register
## 1623  Loan was not originated or was not sold in calendar year covered by register
## 1636  Loan was not originated or was not sold in calendar year covered by register
## 1647  Loan was not originated or was not sold in calendar year covered by register
## 1660  Loan was not originated or was not sold in calendar year covered by register
## 1679  Loan was not originated or was not sold in calendar year covered by register
## 1702  Loan was not originated or was not sold in calendar year covered by register
## 1725  Loan was not originated or was not sold in calendar year covered by register
## 1731  Loan was not originated or was not sold in calendar year covered by register
## 1737  Loan was not originated or was not sold in calendar year covered by register
## 1756  Loan was not originated or was not sold in calendar year covered by register
## 1761  Loan was not originated or was not sold in calendar year covered by register
## 1767  Loan was not originated or was not sold in calendar year covered by register
## 1774  Loan was not originated or was not sold in calendar year covered by register
## 1798  Loan was not originated or was not sold in calendar year covered by register
## 1803  Loan was not originated or was not sold in calendar year covered by register
## 1822  Loan was not originated or was not sold in calendar year covered by register
## 1827  Loan was not originated or was not sold in calendar year covered by register
## 1839  Loan was not originated or was not sold in calendar year covered by register
## 1892  Loan was not originated or was not sold in calendar year covered by register
## 1898                                                           Freddie Mac (FHLMC)
## 1906  Loan was not originated or was not sold in calendar year covered by register
## 1910                                                           Freddie Mac (FHLMC)
## 1916  Loan was not originated or was not sold in calendar year covered by register
## 1924  Loan was not originated or was not sold in calendar year covered by register
## 1936  Loan was not originated or was not sold in calendar year covered by register
## 1953  Loan was not originated or was not sold in calendar year covered by register
## 1954  Loan was not originated or was not sold in calendar year covered by register
## 1969  Loan was not originated or was not sold in calendar year covered by register
## 1978  Loan was not originated or was not sold in calendar year covered by register
## 1983  Loan was not originated or was not sold in calendar year covered by register
## 1995  Loan was not originated or was not sold in calendar year covered by register
## 2036  Loan was not originated or was not sold in calendar year covered by register
## 2050  Loan was not originated or was not sold in calendar year covered by register
## 2055  Loan was not originated or was not sold in calendar year covered by register
## 2110  Loan was not originated or was not sold in calendar year covered by register
## 2164  Loan was not originated or was not sold in calendar year covered by register
## 2187  Loan was not originated or was not sold in calendar year covered by register
## 2194  Loan was not originated or was not sold in calendar year covered by register
## 2218  Loan was not originated or was not sold in calendar year covered by register
## 2260  Loan was not originated or was not sold in calendar year covered by register
## 2283  Loan was not originated or was not sold in calendar year covered by register
## 2290  Loan was not originated or was not sold in calendar year covered by register
## 2318  Loan was not originated or was not sold in calendar year covered by register
## 2332  Loan was not originated or was not sold in calendar year covered by register
## 2335  Loan was not originated or was not sold in calendar year covered by register
## 2343  Loan was not originated or was not sold in calendar year covered by register
## 2349  Loan was not originated or was not sold in calendar year covered by register
## 2355  Loan was not originated or was not sold in calendar year covered by register
## 2356  Loan was not originated or was not sold in calendar year covered by register
## 2380  Loan was not originated or was not sold in calendar year covered by register
## 2386  Loan was not originated or was not sold in calendar year covered by register
## 2410  Loan was not originated or was not sold in calendar year covered by register
## 2440  Loan was not originated or was not sold in calendar year covered by register
## 2451  Loan was not originated or was not sold in calendar year covered by register
## 2487  Loan was not originated or was not sold in calendar year covered by register
## 2491  Loan was not originated or was not sold in calendar year covered by register
## 2505  Loan was not originated or was not sold in calendar year covered by register
## 2516  Loan was not originated or was not sold in calendar year covered by register
## 2523                                                         Affiliate institution
## 2541  Loan was not originated or was not sold in calendar year covered by register
## 2542  Loan was not originated or was not sold in calendar year covered by register
## 2547  Loan was not originated or was not sold in calendar year covered by register
## 2554       Life insurance company, credit union, mortgage bank, or finance company
## 2566  Loan was not originated or was not sold in calendar year covered by register
## 2590  Loan was not originated or was not sold in calendar year covered by register
## 2625                                                             Fannie Mae (FNMA)
## 2626  Loan was not originated or was not sold in calendar year covered by register
## 2643                                                         Affiliate institution
## 2656  Loan was not originated or was not sold in calendar year covered by register
## 2665                                                             Fannie Mae (FNMA)
## 2704  Loan was not originated or was not sold in calendar year covered by register
## 2746  Loan was not originated or was not sold in calendar year covered by register
## 2747  Loan was not originated or was not sold in calendar year covered by register
## 2774  Loan was not originated or was not sold in calendar year covered by register
## 2776  Loan was not originated or was not sold in calendar year covered by register
## 2782  Loan was not originated or was not sold in calendar year covered by register
## 2806  Loan was not originated or was not sold in calendar year covered by register
## 2818  Loan was not originated or was not sold in calendar year covered by register
## 2836  Loan was not originated or was not sold in calendar year covered by register
## 2860  Loan was not originated or was not sold in calendar year covered by register
## 2872  Loan was not originated or was not sold in calendar year covered by register
## 2884  Loan was not originated or was not sold in calendar year covered by register
## 2890  Loan was not originated or was not sold in calendar year covered by register
## 2900  Loan was not originated or was not sold in calendar year covered by register
## 2902  Loan was not originated or was not sold in calendar year covered by register
## 2949  Loan was not originated or was not sold in calendar year covered by register
## 2951  Loan was not originated or was not sold in calendar year covered by register
## 2956  Loan was not originated or was not sold in calendar year covered by register
## 2974  Loan was not originated or was not sold in calendar year covered by register
## 3016  Loan was not originated or was not sold in calendar year covered by register
## 3053  Loan was not originated or was not sold in calendar year covered by register
## 3076  Loan was not originated or was not sold in calendar year covered by register
## 3094  Loan was not originated or was not sold in calendar year covered by register
## 3123  Loan was not originated or was not sold in calendar year covered by register
## 3166  Loan was not originated or was not sold in calendar year covered by register
## 3213       Life insurance company, credit union, mortgage bank, or finance company
## 3232  Loan was not originated or was not sold in calendar year covered by register
## 3247  Loan was not originated or was not sold in calendar year covered by register
## 3267                                                       Other type of purchaser
## 3274  Loan was not originated or was not sold in calendar year covered by register
## 3280                                                       Other type of purchaser
## 3286  Loan was not originated or was not sold in calendar year covered by register
## 3292  Loan was not originated or was not sold in calendar year covered by register
## 3334  Loan was not originated or was not sold in calendar year covered by register
## 3339  Loan was not originated or was not sold in calendar year covered by register
## 3380                                                           Freddie Mac (FHLMC)
## 3381       Life insurance company, credit union, mortgage bank, or finance company
## 3387  Loan was not originated or was not sold in calendar year covered by register
## 3429  Loan was not originated or was not sold in calendar year covered by register
## 3453  Loan was not originated or was not sold in calendar year covered by register
## 3466  Loan was not originated or was not sold in calendar year covered by register
## 3470                          Commercial bank, savings bank or savings association
## 3495  Loan was not originated or was not sold in calendar year covered by register
## 3520  Loan was not originated or was not sold in calendar year covered by register
## 3542                                                             Fannie Mae (FNMA)
## 3544  Loan was not originated or was not sold in calendar year covered by register
## 3575  Loan was not originated or was not sold in calendar year covered by register
## 3580  Loan was not originated or was not sold in calendar year covered by register
## 3586  Loan was not originated or was not sold in calendar year covered by register
## 3591  Loan was not originated or was not sold in calendar year covered by register
## 3592  Loan was not originated or was not sold in calendar year covered by register
## 3615  Loan was not originated or was not sold in calendar year covered by register
## 3630  Loan was not originated or was not sold in calendar year covered by register
## 3660                                                             Fannie Mae (FNMA)
## 3664  Loan was not originated or was not sold in calendar year covered by register
## 3690                                                             Fannie Mae (FNMA)
## 3736  Loan was not originated or was not sold in calendar year covered by register
## 3743  Loan was not originated or was not sold in calendar year covered by register
## 3749                                                             Ginnie Mae (GNMA)
## 3768  Loan was not originated or was not sold in calendar year covered by register
## 3775  Loan was not originated or was not sold in calendar year covered by register
## 3790  Loan was not originated or was not sold in calendar year covered by register
## 3796                          Commercial bank, savings bank or savings association
## 3797  Loan was not originated or was not sold in calendar year covered by register
## 3837  Loan was not originated or was not sold in calendar year covered by register
## 3862  Loan was not originated or was not sold in calendar year covered by register
## 3874  Loan was not originated or was not sold in calendar year covered by register
## 3887  Loan was not originated or was not sold in calendar year covered by register
## 3899  Loan was not originated or was not sold in calendar year covered by register
## 3904  Loan was not originated or was not sold in calendar year covered by register
## 3921  Loan was not originated or was not sold in calendar year covered by register
## 3922  Loan was not originated or was not sold in calendar year covered by register
## 3934  Loan was not originated or was not sold in calendar year covered by register
## 3975  Loan was not originated or was not sold in calendar year covered by register
## 3982  Loan was not originated or was not sold in calendar year covered by register
## 4018  Loan was not originated or was not sold in calendar year covered by register
## 4054  Loan was not originated or was not sold in calendar year covered by register
## 4072                                                             Fannie Mae (FNMA)
## 4108  Loan was not originated or was not sold in calendar year covered by register
## 4126  Loan was not originated or was not sold in calendar year covered by register
## 4174  Loan was not originated or was not sold in calendar year covered by register
## 4178                                                             Fannie Mae (FNMA)
## 4187  Loan was not originated or was not sold in calendar year covered by register
## 4228  Loan was not originated or was not sold in calendar year covered by register
## 4229  Loan was not originated or was not sold in calendar year covered by register
## 4233  Loan was not originated or was not sold in calendar year covered by register
## 4241  Loan was not originated or was not sold in calendar year covered by register
## 4251  Loan was not originated or was not sold in calendar year covered by register
## 4253  Loan was not originated or was not sold in calendar year covered by register
## 4259  Loan was not originated or was not sold in calendar year covered by register
## 4268  Loan was not originated or was not sold in calendar year covered by register
## 4276  Loan was not originated or was not sold in calendar year covered by register
## 4283  Loan was not originated or was not sold in calendar year covered by register
## 4293  Loan was not originated or was not sold in calendar year covered by register
## 4295  Loan was not originated or was not sold in calendar year covered by register
## 4299  Loan was not originated or was not sold in calendar year covered by register
## 4301  Loan was not originated or was not sold in calendar year covered by register
## 4305  Loan was not originated or was not sold in calendar year covered by register
## 4306  Loan was not originated or was not sold in calendar year covered by register
## 4310  Loan was not originated or was not sold in calendar year covered by register
## 4319  Loan was not originated or was not sold in calendar year covered by register
## 4325  Loan was not originated or was not sold in calendar year covered by register
## 4330  Loan was not originated or was not sold in calendar year covered by register
## 4331  Loan was not originated or was not sold in calendar year covered by register
## 4341  Loan was not originated or was not sold in calendar year covered by register
## 4345  Loan was not originated or was not sold in calendar year covered by register
## 4349  Loan was not originated or was not sold in calendar year covered by register
## 4358  Loan was not originated or was not sold in calendar year covered by register
## 4367                          Commercial bank, savings bank or savings association
## 4371  Loan was not originated or was not sold in calendar year covered by register
## 4375  Loan was not originated or was not sold in calendar year covered by register
## 4378  Loan was not originated or was not sold in calendar year covered by register
## 4388  Loan was not originated or was not sold in calendar year covered by register
## 4402  Loan was not originated or was not sold in calendar year covered by register
## 4408  Loan was not originated or was not sold in calendar year covered by register
## 4415  Loan was not originated or was not sold in calendar year covered by register
## 4433  Loan was not originated or was not sold in calendar year covered by register
## 4438  Loan was not originated or was not sold in calendar year covered by register
## 4449  Loan was not originated or was not sold in calendar year covered by register
## 4459  Loan was not originated or was not sold in calendar year covered by register
## 4474  Loan was not originated or was not sold in calendar year covered by register
## 4527  Loan was not originated or was not sold in calendar year covered by register
## 4528  Loan was not originated or was not sold in calendar year covered by register
## 4534  Loan was not originated or was not sold in calendar year covered by register
## 4546  Loan was not originated or was not sold in calendar year covered by register
## 4558  Loan was not originated or was not sold in calendar year covered by register
## 4560  Loan was not originated or was not sold in calendar year covered by register
## 4582                                                           Freddie Mac (FHLMC)
## 4597  Loan was not originated or was not sold in calendar year covered by register
## 4606  Loan was not originated or was not sold in calendar year covered by register
## 4621                                                       Other type of purchaser
## 4627  Loan was not originated or was not sold in calendar year covered by register
## 4650                                                             Fannie Mae (FNMA)
## 4662  Loan was not originated or was not sold in calendar year covered by register
## 4672  Loan was not originated or was not sold in calendar year covered by register
## 4701  Loan was not originated or was not sold in calendar year covered by register
## 4737  Loan was not originated or was not sold in calendar year covered by register
## 4743  Loan was not originated or was not sold in calendar year covered by register
## 4756                          Commercial bank, savings bank or savings association
## 4762       Life insurance company, credit union, mortgage bank, or finance company
## 4771  Loan was not originated or was not sold in calendar year covered by register
## 4776                                                             Fannie Mae (FNMA)
## 4785  Loan was not originated or was not sold in calendar year covered by register
## 4791  Loan was not originated or was not sold in calendar year covered by register
## 4792  Loan was not originated or was not sold in calendar year covered by register
## 4811  Loan was not originated or was not sold in calendar year covered by register
## 4817  Loan was not originated or was not sold in calendar year covered by register
## 4823       Life insurance company, credit union, mortgage bank, or finance company
## 4848  Loan was not originated or was not sold in calendar year covered by register
## 4849  Loan was not originated or was not sold in calendar year covered by register
## 4852  Loan was not originated or was not sold in calendar year covered by register
## 4859  Loan was not originated or was not sold in calendar year covered by register
## 4866  Loan was not originated or was not sold in calendar year covered by register
## 4869  Loan was not originated or was not sold in calendar year covered by register
## 4870  Loan was not originated or was not sold in calendar year covered by register
## 4881  Loan was not originated or was not sold in calendar year covered by register
## 4899  Loan was not originated or was not sold in calendar year covered by register
## 4912  Loan was not originated or was not sold in calendar year covered by register
## 4918  Loan was not originated or was not sold in calendar year covered by register
## 4934  Loan was not originated or was not sold in calendar year covered by register
## 4942  Loan was not originated or was not sold in calendar year covered by register
## 4944  Loan was not originated or was not sold in calendar year covered by register
## 4945  Loan was not originated or was not sold in calendar year covered by register
## 4946  Loan was not originated or was not sold in calendar year covered by register
## 4947  Loan was not originated or was not sold in calendar year covered by register
## 4954  Loan was not originated or was not sold in calendar year covered by register
## 4963  Loan was not originated or was not sold in calendar year covered by register
## 4976                                                             Fannie Mae (FNMA)
## 4978  Loan was not originated or was not sold in calendar year covered by register
## 4980       Life insurance company, credit union, mortgage bank, or finance company
## 4987  Loan was not originated or was not sold in calendar year covered by register
## 5008  Loan was not originated or was not sold in calendar year covered by register
## 5029                          Commercial bank, savings bank or savings association
## 5035  Loan was not originated or was not sold in calendar year covered by register
## 5042  Loan was not originated or was not sold in calendar year covered by register
## 5071  Loan was not originated or was not sold in calendar year covered by register
## 5073                                                           Freddie Mac (FHLMC)
## 5080  Loan was not originated or was not sold in calendar year covered by register
## 5105  Loan was not originated or was not sold in calendar year covered by register
## 5110  Loan was not originated or was not sold in calendar year covered by register
## 5127  Loan was not originated or was not sold in calendar year covered by register
## 5133  Loan was not originated or was not sold in calendar year covered by register
## 5146  Loan was not originated or was not sold in calendar year covered by register
## 5158  Loan was not originated or was not sold in calendar year covered by register
## 5200  Loan was not originated or was not sold in calendar year covered by register
## 5202                                                       Other type of purchaser
## 5218                                                             Fannie Mae (FNMA)
## 5229  Loan was not originated or was not sold in calendar year covered by register
## 5253       Life insurance company, credit union, mortgage bank, or finance company
## 5260  Loan was not originated or was not sold in calendar year covered by register
## 5272  Loan was not originated or was not sold in calendar year covered by register
## 5280  Loan was not originated or was not sold in calendar year covered by register
## 5302  Loan was not originated or was not sold in calendar year covered by register
## 5331  Loan was not originated or was not sold in calendar year covered by register
## 5335  Loan was not originated or was not sold in calendar year covered by register
## 5374  Loan was not originated or was not sold in calendar year covered by register
## 5398  Loan was not originated or was not sold in calendar year covered by register
## 5403  Loan was not originated or was not sold in calendar year covered by register
## 5434  Loan was not originated or was not sold in calendar year covered by register
## 5439  Loan was not originated or was not sold in calendar year covered by register
## 5443  Loan was not originated or was not sold in calendar year covered by register
## 5445  Loan was not originated or was not sold in calendar year covered by register
## 5451  Loan was not originated or was not sold in calendar year covered by register
## 5458  Loan was not originated or was not sold in calendar year covered by register
## 5463  Loan was not originated or was not sold in calendar year covered by register
## 5481  Loan was not originated or was not sold in calendar year covered by register
## 5500  Loan was not originated or was not sold in calendar year covered by register
## 5524  Loan was not originated or was not sold in calendar year covered by register
## 5529  Loan was not originated or was not sold in calendar year covered by register
## 5541  Loan was not originated or was not sold in calendar year covered by register
## 5548                                                           Freddie Mac (FHLMC)
## 5551  Loan was not originated or was not sold in calendar year covered by register
## 5560  Loan was not originated or was not sold in calendar year covered by register
## 5575  Loan was not originated or was not sold in calendar year covered by register
## 5578                                                           Freddie Mac (FHLMC)
## 5581  Loan was not originated or was not sold in calendar year covered by register
## 5587  Loan was not originated or was not sold in calendar year covered by register
## 5606                                                             Fannie Mae (FNMA)
## 5620  Loan was not originated or was not sold in calendar year covered by register
## 5631  Loan was not originated or was not sold in calendar year covered by register
## 5633  Loan was not originated or was not sold in calendar year covered by register
## 5637  Loan was not originated or was not sold in calendar year covered by register
## 5644  Loan was not originated or was not sold in calendar year covered by register
## 5645  Loan was not originated or was not sold in calendar year covered by register
## 5659  Loan was not originated or was not sold in calendar year covered by register
## 5665  Loan was not originated or was not sold in calendar year covered by register
## 5667  Loan was not originated or was not sold in calendar year covered by register
## 5673  Loan was not originated or was not sold in calendar year covered by register
## 5691  Loan was not originated or was not sold in calendar year covered by register
## 5692  Loan was not originated or was not sold in calendar year covered by register
## 5697  Loan was not originated or was not sold in calendar year covered by register
## 5700  Loan was not originated or was not sold in calendar year covered by register
## 5710  Loan was not originated or was not sold in calendar year covered by register
## 5711  Loan was not originated or was not sold in calendar year covered by register
## 5722  Loan was not originated or was not sold in calendar year covered by register
## 5727  Loan was not originated or was not sold in calendar year covered by register
## 5733                                                             Fannie Mae (FNMA)
## 5745  Loan was not originated or was not sold in calendar year covered by register
## 5747  Loan was not originated or was not sold in calendar year covered by register
## 5769  Loan was not originated or was not sold in calendar year covered by register
## 5775  Loan was not originated or was not sold in calendar year covered by register
## 5786                                                             Fannie Mae (FNMA)
## 5795  Loan was not originated or was not sold in calendar year covered by register
## 5807  Loan was not originated or was not sold in calendar year covered by register
## 5810  Loan was not originated or was not sold in calendar year covered by register
## 5821  Loan was not originated or was not sold in calendar year covered by register
## 5824  Loan was not originated or was not sold in calendar year covered by register
## 5860  Loan was not originated or was not sold in calendar year covered by register
## 5878  Loan was not originated or was not sold in calendar year covered by register
## 5956  Loan was not originated or was not sold in calendar year covered by register
## 5974  Loan was not originated or was not sold in calendar year covered by register
## 5980  Loan was not originated or was not sold in calendar year covered by register
## 5986  Loan was not originated or was not sold in calendar year covered by register
## 5988                                                             Fannie Mae (FNMA)
## 5991                                                             Fannie Mae (FNMA)
## 6004  Loan was not originated or was not sold in calendar year covered by register
## 6030  Loan was not originated or was not sold in calendar year covered by register
## 6042                          Commercial bank, savings bank or savings association
## 6051  Loan was not originated or was not sold in calendar year covered by register
## 6058  Loan was not originated or was not sold in calendar year covered by register
## 6070                                                           Freddie Mac (FHLMC)
## 6075  Loan was not originated or was not sold in calendar year covered by register
## 6083  Loan was not originated or was not sold in calendar year covered by register
## 6087  Loan was not originated or was not sold in calendar year covered by register
## 6088  Loan was not originated or was not sold in calendar year covered by register
## 6093  Loan was not originated or was not sold in calendar year covered by register
## 6095                                                           Freddie Mac (FHLMC)
## 6110  Loan was not originated or was not sold in calendar year covered by register
## 6142  Loan was not originated or was not sold in calendar year covered by register
## 6178  Loan was not originated or was not sold in calendar year covered by register
## 6184  Loan was not originated or was not sold in calendar year covered by register
## 6187  Loan was not originated or was not sold in calendar year covered by register
## 6202  Loan was not originated or was not sold in calendar year covered by register
## 6207  Loan was not originated or was not sold in calendar year covered by register
## 6211  Loan was not originated or was not sold in calendar year covered by register
## 6226  Loan was not originated or was not sold in calendar year covered by register
## 6237  Loan was not originated or was not sold in calendar year covered by register
## 6244  Loan was not originated or was not sold in calendar year covered by register
## 6256  Loan was not originated or was not sold in calendar year covered by register
## 6328  Loan was not originated or was not sold in calendar year covered by register
## 6334  Loan was not originated or was not sold in calendar year covered by register
## 6340                                                       Other type of purchaser
## 6355  Loan was not originated or was not sold in calendar year covered by register
## 6358  Loan was not originated or was not sold in calendar year covered by register
## 6370  Loan was not originated or was not sold in calendar year covered by register
## 6376  Loan was not originated or was not sold in calendar year covered by register
## 6379  Loan was not originated or was not sold in calendar year covered by register
## 6385  Loan was not originated or was not sold in calendar year covered by register
## 6399  Loan was not originated or was not sold in calendar year covered by register
## 6401                                                           Freddie Mac (FHLMC)
## 6413                          Commercial bank, savings bank or savings association
## 6421  Loan was not originated or was not sold in calendar year covered by register
## 6425  Loan was not originated or was not sold in calendar year covered by register
## 6431  Loan was not originated or was not sold in calendar year covered by register
## 6438  Loan was not originated or was not sold in calendar year covered by register
## 6459  Loan was not originated or was not sold in calendar year covered by register
## 6464                                                             Fannie Mae (FNMA)
## 6467  Loan was not originated or was not sold in calendar year covered by register
## 6485                          Commercial bank, savings bank or savings association
## 6492                                                           Freddie Mac (FHLMC)
## 6495  Loan was not originated or was not sold in calendar year covered by register
## 6503                                                             Ginnie Mae (GNMA)
## 6512  Loan was not originated or was not sold in calendar year covered by register
## 6517  Loan was not originated or was not sold in calendar year covered by register
## 6525  Loan was not originated or was not sold in calendar year covered by register
## 6526                                                             Fannie Mae (FNMA)
## 6533                          Commercial bank, savings bank or savings association
## 6543  Loan was not originated or was not sold in calendar year covered by register
## 6547  Loan was not originated or was not sold in calendar year covered by register
## 6550  Loan was not originated or was not sold in calendar year covered by register
## 6556  Loan was not originated or was not sold in calendar year covered by register
## 6575                          Commercial bank, savings bank or savings association
## 6581  Loan was not originated or was not sold in calendar year covered by register
## 6595  Loan was not originated or was not sold in calendar year covered by register
## 6598  Loan was not originated or was not sold in calendar year covered by register
## 6603  Loan was not originated or was not sold in calendar year covered by register
## 6609  Loan was not originated or was not sold in calendar year covered by register
## 6615  Loan was not originated or was not sold in calendar year covered by register
## 6620  Loan was not originated or was not sold in calendar year covered by register
## 6628                                                           Freddie Mac (FHLMC)
## 6634  Loan was not originated or was not sold in calendar year covered by register
## 6641  Loan was not originated or was not sold in calendar year covered by register
## 6663                                                           Freddie Mac (FHLMC)
## 6689                          Commercial bank, savings bank or savings association
## 6696  Loan was not originated or was not sold in calendar year covered by register
## 6705  Loan was not originated or was not sold in calendar year covered by register
## 6726                                                       Other type of purchaser
## 6730  Loan was not originated or was not sold in calendar year covered by register
## 6731  Loan was not originated or was not sold in calendar year covered by register
## 6760  Loan was not originated or was not sold in calendar year covered by register
## 6772  Loan was not originated or was not sold in calendar year covered by register
## 6792  Loan was not originated or was not sold in calendar year covered by register
## 6805  Loan was not originated or was not sold in calendar year covered by register
## 6819  Loan was not originated or was not sold in calendar year covered by register
## 6826  Loan was not originated or was not sold in calendar year covered by register
## 6844  Loan was not originated or was not sold in calendar year covered by register
## 6862  Loan was not originated or was not sold in calendar year covered by register
## 6865  Loan was not originated or was not sold in calendar year covered by register
## 6871  Loan was not originated or was not sold in calendar year covered by register
## 6886  Loan was not originated or was not sold in calendar year covered by register
## 6892  Loan was not originated or was not sold in calendar year covered by register
## 6906                                                             Fannie Mae (FNMA)
## 6909  Loan was not originated or was not sold in calendar year covered by register
## 6913  Loan was not originated or was not sold in calendar year covered by register
## 6915  Loan was not originated or was not sold in calendar year covered by register
## 6927  Loan was not originated or was not sold in calendar year covered by register
## 6928  Loan was not originated or was not sold in calendar year covered by register
## 6943  Loan was not originated or was not sold in calendar year covered by register
## 6955  Loan was not originated or was not sold in calendar year covered by register
## 6968  Loan was not originated or was not sold in calendar year covered by register
## 6973  Loan was not originated or was not sold in calendar year covered by register
## 7012  Loan was not originated or was not sold in calendar year covered by register
## 7021  Loan was not originated or was not sold in calendar year covered by register
## 7024  Loan was not originated or was not sold in calendar year covered by register
## 7031  Loan was not originated or was not sold in calendar year covered by register
## 7033                                                             Fannie Mae (FNMA)
## 7034                                                             Fannie Mae (FNMA)
## 7035  Loan was not originated or was not sold in calendar year covered by register
## 7036  Loan was not originated or was not sold in calendar year covered by register
## 7045  Loan was not originated or was not sold in calendar year covered by register
## 7066  Loan was not originated or was not sold in calendar year covered by register
## 7069  Loan was not originated or was not sold in calendar year covered by register
## 7078                                                             Fannie Mae (FNMA)
## 7087  Loan was not originated or was not sold in calendar year covered by register
## 7093  Loan was not originated or was not sold in calendar year covered by register
## 7095  Loan was not originated or was not sold in calendar year covered by register
## 7111  Loan was not originated or was not sold in calendar year covered by register
## 7120  Loan was not originated or was not sold in calendar year covered by register
## 7123  Loan was not originated or was not sold in calendar year covered by register
## 7137  Loan was not originated or was not sold in calendar year covered by register
## 7139  Loan was not originated or was not sold in calendar year covered by register
## 7163  Loan was not originated or was not sold in calendar year covered by register
## 7168  Loan was not originated or was not sold in calendar year covered by register
## 7171  Loan was not originated or was not sold in calendar year covered by register
## 7175  Loan was not originated or was not sold in calendar year covered by register
## 7180  Loan was not originated or was not sold in calendar year covered by register
## 7183  Loan was not originated or was not sold in calendar year covered by register
## 7189  Loan was not originated or was not sold in calendar year covered by register
## 7196  Loan was not originated or was not sold in calendar year covered by register
## 7197  Loan was not originated or was not sold in calendar year covered by register
## 7198  Loan was not originated or was not sold in calendar year covered by register
## 7207  Loan was not originated or was not sold in calendar year covered by register
## 7215  Loan was not originated or was not sold in calendar year covered by register
## 7219  Loan was not originated or was not sold in calendar year covered by register
## 7221  Loan was not originated or was not sold in calendar year covered by register
## 7225  Loan was not originated or was not sold in calendar year covered by register
## 7233  Loan was not originated or was not sold in calendar year covered by register
## 7237  Loan was not originated or was not sold in calendar year covered by register
## 7239  Loan was not originated or was not sold in calendar year covered by register
## 7240  Loan was not originated or was not sold in calendar year covered by register
## 7251  Loan was not originated or was not sold in calendar year covered by register
## 7252  Loan was not originated or was not sold in calendar year covered by register
## 7255  Loan was not originated or was not sold in calendar year covered by register
## 7263  Loan was not originated or was not sold in calendar year covered by register
## 7288  Loan was not originated or was not sold in calendar year covered by register
## 7294  Loan was not originated or was not sold in calendar year covered by register
## 7303  Loan was not originated or was not sold in calendar year covered by register
## 7306  Loan was not originated or was not sold in calendar year covered by register
## 7318  Loan was not originated or was not sold in calendar year covered by register
## 7319  Loan was not originated or was not sold in calendar year covered by register
## 7339  Loan was not originated or was not sold in calendar year covered by register
## 7376  Loan was not originated or was not sold in calendar year covered by register
## 7381  Loan was not originated or was not sold in calendar year covered by register
## 7387  Loan was not originated or was not sold in calendar year covered by register
## 7388                                                         Affiliate institution
## 7393  Loan was not originated or was not sold in calendar year covered by register
## 7402  Loan was not originated or was not sold in calendar year covered by register
## 7403  Loan was not originated or was not sold in calendar year covered by register
## 7405  Loan was not originated or was not sold in calendar year covered by register
## 7411  Loan was not originated or was not sold in calendar year covered by register
## 7443  Loan was not originated or was not sold in calendar year covered by register
## 7447  Loan was not originated or was not sold in calendar year covered by register
## 7457  Loan was not originated or was not sold in calendar year covered by register
## 7469  Loan was not originated or was not sold in calendar year covered by register
## 7498  Loan was not originated or was not sold in calendar year covered by register
## 7516  Loan was not originated or was not sold in calendar year covered by register
## 7522  Loan was not originated or was not sold in calendar year covered by register
## 7530                                                       Other type of purchaser
## 7531  Loan was not originated or was not sold in calendar year covered by register
## 7540  Loan was not originated or was not sold in calendar year covered by register
## 7541  Loan was not originated or was not sold in calendar year covered by register
## 7547  Loan was not originated or was not sold in calendar year covered by register
## 7568  Loan was not originated or was not sold in calendar year covered by register
## 7577  Loan was not originated or was not sold in calendar year covered by register
## 7578  Loan was not originated or was not sold in calendar year covered by register
## 7579  Loan was not originated or was not sold in calendar year covered by register
## 7588  Loan was not originated or was not sold in calendar year covered by register
## 7591  Loan was not originated or was not sold in calendar year covered by register
## 7594  Loan was not originated or was not sold in calendar year covered by register
## 7601  Loan was not originated or was not sold in calendar year covered by register
## 7603  Loan was not originated or was not sold in calendar year covered by register
## 7607  Loan was not originated or was not sold in calendar year covered by register
## 7612  Loan was not originated or was not sold in calendar year covered by register
## 7615  Loan was not originated or was not sold in calendar year covered by register
## 7624  Loan was not originated or was not sold in calendar year covered by register
## 7637  Loan was not originated or was not sold in calendar year covered by register
## 7641  Loan was not originated or was not sold in calendar year covered by register
## 7649  Loan was not originated or was not sold in calendar year covered by register
## 7664                          Commercial bank, savings bank or savings association
## 7671  Loan was not originated or was not sold in calendar year covered by register
## 7672  Loan was not originated or was not sold in calendar year covered by register
## 7677  Loan was not originated or was not sold in calendar year covered by register
## 7684  Loan was not originated or was not sold in calendar year covered by register
## 7738  Loan was not originated or was not sold in calendar year covered by register
## 7756  Loan was not originated or was not sold in calendar year covered by register
## 7768  Loan was not originated or was not sold in calendar year covered by register
## 7775  Loan was not originated or was not sold in calendar year covered by register
## 7780  Loan was not originated or was not sold in calendar year covered by register
## 7786  Loan was not originated or was not sold in calendar year covered by register
## 7805  Loan was not originated or was not sold in calendar year covered by register
## 7809  Loan was not originated or was not sold in calendar year covered by register
## 7816                                                         Affiliate institution
## 7817  Loan was not originated or was not sold in calendar year covered by register
## 7828  Loan was not originated or was not sold in calendar year covered by register
## 7829                                                             Fannie Mae (FNMA)
## 7846                                                       Other type of purchaser
## 7856       Life insurance company, credit union, mortgage bank, or finance company
## 7864  Loan was not originated or was not sold in calendar year covered by register
## 7894                                                             Fannie Mae (FNMA)
## 7909  Loan was not originated or was not sold in calendar year covered by register
## 7915  Loan was not originated or was not sold in calendar year covered by register
## 7940  Loan was not originated or was not sold in calendar year covered by register
## 7966  Loan was not originated or was not sold in calendar year covered by register
## 7991  Loan was not originated or was not sold in calendar year covered by register
## 7996  Loan was not originated or was not sold in calendar year covered by register
## 8007  Loan was not originated or was not sold in calendar year covered by register
## 8015  Loan was not originated or was not sold in calendar year covered by register
## 8035  Loan was not originated or was not sold in calendar year covered by register
## 8038  Loan was not originated or was not sold in calendar year covered by register
## 8042  Loan was not originated or was not sold in calendar year covered by register
## 8044  Loan was not originated or was not sold in calendar year covered by register
## 8056  Loan was not originated or was not sold in calendar year covered by register
## 8081  Loan was not originated or was not sold in calendar year covered by register
## 8086  Loan was not originated or was not sold in calendar year covered by register
## 8104  Loan was not originated or was not sold in calendar year covered by register
## 8122  Loan was not originated or was not sold in calendar year covered by register
## 8150  Loan was not originated or was not sold in calendar year covered by register
## 8152  Loan was not originated or was not sold in calendar year covered by register
## 8206  Loan was not originated or was not sold in calendar year covered by register
## 8210  Loan was not originated or was not sold in calendar year covered by register
## 8212  Loan was not originated or was not sold in calendar year covered by register
## 8266  Loan was not originated or was not sold in calendar year covered by register
## 8267  Loan was not originated or was not sold in calendar year covered by register
## 8272  Loan was not originated or was not sold in calendar year covered by register
## 8282  Loan was not originated or was not sold in calendar year covered by register
## 8338  Loan was not originated or was not sold in calendar year covered by register
## 8341  Loan was not originated or was not sold in calendar year covered by register
## 8344  Loan was not originated or was not sold in calendar year covered by register
## 8353  Loan was not originated or was not sold in calendar year covered by register
## 8359  Loan was not originated or was not sold in calendar year covered by register
## 8374  Loan was not originated or was not sold in calendar year covered by register
## 8398  Loan was not originated or was not sold in calendar year covered by register
## 8401  Loan was not originated or was not sold in calendar year covered by register
## 8404                                                         Affiliate institution
## 8439  Loan was not originated or was not sold in calendar year covered by register
## 8489  Loan was not originated or was not sold in calendar year covered by register
## 8533  Loan was not originated or was not sold in calendar year covered by register
## 8539  Loan was not originated or was not sold in calendar year covered by register
## 8542  Loan was not originated or was not sold in calendar year covered by register
## 8545  Loan was not originated or was not sold in calendar year covered by register
## 8561  Loan was not originated or was not sold in calendar year covered by register
## 8596  Loan was not originated or was not sold in calendar year covered by register
## 8614  Loan was not originated or was not sold in calendar year covered by register
## 8632  Loan was not originated or was not sold in calendar year covered by register
## 8649  Loan was not originated or was not sold in calendar year covered by register
## 8655  Loan was not originated or was not sold in calendar year covered by register
## 8669                                                             Fannie Mae (FNMA)
## 8686  Loan was not originated or was not sold in calendar year covered by register
## 8692                          Commercial bank, savings bank or savings association
## 8697  Loan was not originated or was not sold in calendar year covered by register
## 8698  Loan was not originated or was not sold in calendar year covered by register
## 8710  Loan was not originated or was not sold in calendar year covered by register
## 8719  Loan was not originated or was not sold in calendar year covered by register
## 8740  Loan was not originated or was not sold in calendar year covered by register
## 8758  Loan was not originated or was not sold in calendar year covered by register
## 8783                          Commercial bank, savings bank or savings association
## 8788  Loan was not originated or was not sold in calendar year covered by register
## 8797  Loan was not originated or was not sold in calendar year covered by register
## 8806  Loan was not originated or was not sold in calendar year covered by register
## 8812  Loan was not originated or was not sold in calendar year covered by register
## 8818  Loan was not originated or was not sold in calendar year covered by register
## 8821  Loan was not originated or was not sold in calendar year covered by register
## 8896  Loan was not originated or was not sold in calendar year covered by register
## 8932  Loan was not originated or was not sold in calendar year covered by register
## 9004  Loan was not originated or was not sold in calendar year covered by register
## 9022  Loan was not originated or was not sold in calendar year covered by register
## 9028  Loan was not originated or was not sold in calendar year covered by register
## 9034                                                             Fannie Mae (FNMA)
## 9052  Loan was not originated or was not sold in calendar year covered by register
## 9058  Loan was not originated or was not sold in calendar year covered by register
## 9082  Loan was not originated or was not sold in calendar year covered by register
## 9088  Loan was not originated or was not sold in calendar year covered by register
## 9113  Loan was not originated or was not sold in calendar year covered by register
## 9119  Loan was not originated or was not sold in calendar year covered by register
## 9141  Loan was not originated or was not sold in calendar year covered by register
## 9148  Loan was not originated or was not sold in calendar year covered by register
## 9149  Loan was not originated or was not sold in calendar year covered by register
## 9155  Loan was not originated or was not sold in calendar year covered by register
## 9160  Loan was not originated or was not sold in calendar year covered by register
## 9181  Loan was not originated or was not sold in calendar year covered by register
## 9184  Loan was not originated or was not sold in calendar year covered by register
## 9191                                                             Fannie Mae (FNMA)
## 9196  Loan was not originated or was not sold in calendar year covered by register
## 9197  Loan was not originated or was not sold in calendar year covered by register
## 9199  Loan was not originated or was not sold in calendar year covered by register
## 9203  Loan was not originated or was not sold in calendar year covered by register
## 9205  Loan was not originated or was not sold in calendar year covered by register
## 9208  Loan was not originated or was not sold in calendar year covered by register
## 9247                                                       Other type of purchaser
## 9253  Loan was not originated or was not sold in calendar year covered by register
## 9256  Loan was not originated or was not sold in calendar year covered by register
## 9271  Loan was not originated or was not sold in calendar year covered by register
## 9279  Loan was not originated or was not sold in calendar year covered by register
## 9280  Loan was not originated or was not sold in calendar year covered by register
## 9289  Loan was not originated or was not sold in calendar year covered by register
## 9295  Loan was not originated or was not sold in calendar year covered by register
## 9317  Loan was not originated or was not sold in calendar year covered by register
## 9322                                                           Freddie Mac (FHLMC)
## 9337  Loan was not originated or was not sold in calendar year covered by register
## 9340  Loan was not originated or was not sold in calendar year covered by register
## 9359  Loan was not originated or was not sold in calendar year covered by register
## 9361  Loan was not originated or was not sold in calendar year covered by register
## 9365  Loan was not originated or was not sold in calendar year covered by register
## 9371  Loan was not originated or was not sold in calendar year covered by register
## 9376  Loan was not originated or was not sold in calendar year covered by register
## 9381  Loan was not originated or was not sold in calendar year covered by register
## 9415  Loan was not originated or was not sold in calendar year covered by register
## 9429  Loan was not originated or was not sold in calendar year covered by register
## 9436  Loan was not originated or was not sold in calendar year covered by register
## 9484  Loan was not originated or was not sold in calendar year covered by register
## 9496  Loan was not originated or was not sold in calendar year covered by register
## 9502  Loan was not originated or was not sold in calendar year covered by register
## 9526  Loan was not originated or was not sold in calendar year covered by register
## 9532                                                           Freddie Mac (FHLMC)
## 9535  Loan was not originated or was not sold in calendar year covered by register
## 9549  Loan was not originated or was not sold in calendar year covered by register
## 9563  Loan was not originated or was not sold in calendar year covered by register
## 9574                                                           Freddie Mac (FHLMC)
## 9580                                                           Freddie Mac (FHLMC)
## 9586  Loan was not originated or was not sold in calendar year covered by register
## 9625  Loan was not originated or was not sold in calendar year covered by register
## 9641  Loan was not originated or was not sold in calendar year covered by register
## 9646                                                       Other type of purchaser
## 9655  Loan was not originated or was not sold in calendar year covered by register
## 9658  Loan was not originated or was not sold in calendar year covered by register
## 9661  Loan was not originated or was not sold in calendar year covered by register
## 9688  Loan was not originated or was not sold in calendar year covered by register
## 9700  Loan was not originated or was not sold in calendar year covered by register
## 9701  Loan was not originated or was not sold in calendar year covered by register
## 9707  Loan was not originated or was not sold in calendar year covered by register
## 9713  Loan was not originated or was not sold in calendar year covered by register
## 9717  Loan was not originated or was not sold in calendar year covered by register
## 9732  Loan was not originated or was not sold in calendar year covered by register
## 9754  Loan was not originated or was not sold in calendar year covered by register
## 9756                          Commercial bank, savings bank or savings association
## 9768                                                             Fannie Mae (FNMA)
## 9773  Loan was not originated or was not sold in calendar year covered by register
## 9821  Loan was not originated or was not sold in calendar year covered by register
## 9826  Loan was not originated or was not sold in calendar year covered by register
## 9856  Loan was not originated or was not sold in calendar year covered by register
## 9865  Loan was not originated or was not sold in calendar year covered by register
## 9880  Loan was not originated or was not sold in calendar year covered by register
## 9882  Loan was not originated or was not sold in calendar year covered by register
## 9889  Loan was not originated or was not sold in calendar year covered by register
## 9895  Loan was not originated or was not sold in calendar year covered by register
## 9907  Loan was not originated or was not sold in calendar year covered by register
## 9913  Loan was not originated or was not sold in calendar year covered by register
## 9933  Loan was not originated or was not sold in calendar year covered by register
## 9940  Loan was not originated or was not sold in calendar year covered by register
## 9955  Loan was not originated or was not sold in calendar year covered by register
## 9967  Loan was not originated or was not sold in calendar year covered by register
## 9970  Loan was not originated or was not sold in calendar year covered by register
## 9971  Loan was not originated or was not sold in calendar year covered by register
## 10003 Loan was not originated or was not sold in calendar year covered by register
## 10024 Loan was not originated or was not sold in calendar year covered by register
## 10048                         Commercial bank, savings bank or savings association
## 10054 Loan was not originated or was not sold in calendar year covered by register
## 10078 Loan was not originated or was not sold in calendar year covered by register
## 10114 Loan was not originated or was not sold in calendar year covered by register
## 10123 Loan was not originated or was not sold in calendar year covered by register
## 10128 Loan was not originated or was not sold in calendar year covered by register
## 10145 Loan was not originated or was not sold in calendar year covered by register
## 10152 Loan was not originated or was not sold in calendar year covered by register
## 10176                                                            Ginnie Mae (GNMA)
## 10188                                                            Fannie Mae (FNMA)
## 10193 Loan was not originated or was not sold in calendar year covered by register
## 10222 Loan was not originated or was not sold in calendar year covered by register
## 10234                                                            Fannie Mae (FNMA)
## 10253 Loan was not originated or was not sold in calendar year covered by register
## 10273 Loan was not originated or was not sold in calendar year covered by register
## 10280 Loan was not originated or was not sold in calendar year covered by register
## 10285 Loan was not originated or was not sold in calendar year covered by register
## 10297 Loan was not originated or was not sold in calendar year covered by register
## 10303 Loan was not originated or was not sold in calendar year covered by register
## 10306 Loan was not originated or was not sold in calendar year covered by register
## 10312 Loan was not originated or was not sold in calendar year covered by register
## 10318 Loan was not originated or was not sold in calendar year covered by register
## 10369 Loan was not originated or was not sold in calendar year covered by register
## 10379 Loan was not originated or was not sold in calendar year covered by register
## 10388                         Commercial bank, savings bank or savings association
## 10390 Loan was not originated or was not sold in calendar year covered by register
## 10420 Loan was not originated or was not sold in calendar year covered by register
## 10467 Loan was not originated or was not sold in calendar year covered by register
## 10486 Loan was not originated or was not sold in calendar year covered by register
## 10515                                                            Fannie Mae (FNMA)
## 10531 Loan was not originated or was not sold in calendar year covered by register
## 10534 Loan was not originated or was not sold in calendar year covered by register
## 10535 Loan was not originated or was not sold in calendar year covered by register
## 10537 Loan was not originated or was not sold in calendar year covered by register
## 10540 Loan was not originated or was not sold in calendar year covered by register
## 10541 Loan was not originated or was not sold in calendar year covered by register
## 10551                                                          Freddie Mac (FHLMC)
## 10554 Loan was not originated or was not sold in calendar year covered by register
## 10566                                                            Fannie Mae (FNMA)
## 10573 Loan was not originated or was not sold in calendar year covered by register
## 10582 Loan was not originated or was not sold in calendar year covered by register
## 10588 Loan was not originated or was not sold in calendar year covered by register
## 10591 Loan was not originated or was not sold in calendar year covered by register
## 10597 Loan was not originated or was not sold in calendar year covered by register
## 10615 Loan was not originated or was not sold in calendar year covered by register
## 10623                                                            Fannie Mae (FNMA)
## 10631 Loan was not originated or was not sold in calendar year covered by register
## 10637 Loan was not originated or was not sold in calendar year covered by register
## 10641 Loan was not originated or was not sold in calendar year covered by register
## 10648 Loan was not originated or was not sold in calendar year covered by register
## 10663 Loan was not originated or was not sold in calendar year covered by register
## 10687 Loan was not originated or was not sold in calendar year covered by register
## 10711 Loan was not originated or was not sold in calendar year covered by register
## 10747 Loan was not originated or was not sold in calendar year covered by register
## 10759 Loan was not originated or was not sold in calendar year covered by register
## 10781 Loan was not originated or was not sold in calendar year covered by register
## 10789 Loan was not originated or was not sold in calendar year covered by register
## 10795 Loan was not originated or was not sold in calendar year covered by register
## 10804 Loan was not originated or was not sold in calendar year covered by register
## 10805 Loan was not originated or was not sold in calendar year covered by register
## 10840 Loan was not originated or was not sold in calendar year covered by register
## 10841 Loan was not originated or was not sold in calendar year covered by register
## 10852 Loan was not originated or was not sold in calendar year covered by register
## 10853 Loan was not originated or was not sold in calendar year covered by register
## 10861 Loan was not originated or was not sold in calendar year covered by register
## 10892 Loan was not originated or was not sold in calendar year covered by register
## 10909 Loan was not originated or was not sold in calendar year covered by register
## 10915 Loan was not originated or was not sold in calendar year covered by register
## 10919 Loan was not originated or was not sold in calendar year covered by register
## 10924 Loan was not originated or was not sold in calendar year covered by register
## 10939 Loan was not originated or was not sold in calendar year covered by register
## 10945 Loan was not originated or was not sold in calendar year covered by register
## 10960                                                          Freddie Mac (FHLMC)
## 10993 Loan was not originated or was not sold in calendar year covered by register
## 11023 Loan was not originated or was not sold in calendar year covered by register
## 11026 Loan was not originated or was not sold in calendar year covered by register
## 11044 Loan was not originated or was not sold in calendar year covered by register
## 11053 Loan was not originated or was not sold in calendar year covered by register
## 11059 Loan was not originated or was not sold in calendar year covered by register
## 11064 Loan was not originated or was not sold in calendar year covered by register
## 11065 Loan was not originated or was not sold in calendar year covered by register
## 11068 Loan was not originated or was not sold in calendar year covered by register
## 11071 Loan was not originated or was not sold in calendar year covered by register
## 11074 Loan was not originated or was not sold in calendar year covered by register
## 11095 Loan was not originated or was not sold in calendar year covered by register
## 11098 Loan was not originated or was not sold in calendar year covered by register
## 11099                                                          Freddie Mac (FHLMC)
## 11102 Loan was not originated or was not sold in calendar year covered by register
## 11111 Loan was not originated or was not sold in calendar year covered by register
## 11119 Loan was not originated or was not sold in calendar year covered by register
## 11151 Loan was not originated or was not sold in calendar year covered by register
## 11165 Loan was not originated or was not sold in calendar year covered by register
## 11179 Loan was not originated or was not sold in calendar year covered by register
## 11185 Loan was not originated or was not sold in calendar year covered by register
## 11203                                                       Private securitization
## 11215 Loan was not originated or was not sold in calendar year covered by register
## 11224 Loan was not originated or was not sold in calendar year covered by register
## 11230 Loan was not originated or was not sold in calendar year covered by register
## 11242 Loan was not originated or was not sold in calendar year covered by register
## 11253 Loan was not originated or was not sold in calendar year covered by register
## 11257 Loan was not originated or was not sold in calendar year covered by register
## 11268 Loan was not originated or was not sold in calendar year covered by register
## 11269 Loan was not originated or was not sold in calendar year covered by register
## 11290 Loan was not originated or was not sold in calendar year covered by register
## 11291 Loan was not originated or was not sold in calendar year covered by register
## 11297 Loan was not originated or was not sold in calendar year covered by register
## 11302 Loan was not originated or was not sold in calendar year covered by register
## 11309 Loan was not originated or was not sold in calendar year covered by register
## 11318 Loan was not originated or was not sold in calendar year covered by register
## 11329 Loan was not originated or was not sold in calendar year covered by register
## 11341 Loan was not originated or was not sold in calendar year covered by register
## 11347 Loan was not originated or was not sold in calendar year covered by register
## 11362 Loan was not originated or was not sold in calendar year covered by register
## 11372 Loan was not originated or was not sold in calendar year covered by register
## 11389                                                        Affiliate institution
## 11395 Loan was not originated or was not sold in calendar year covered by register
## 11404 Loan was not originated or was not sold in calendar year covered by register
## 11407 Loan was not originated or was not sold in calendar year covered by register
## 11413 Loan was not originated or was not sold in calendar year covered by register
## 11415 Loan was not originated or was not sold in calendar year covered by register
## 11425 Loan was not originated or was not sold in calendar year covered by register
## 11452 Loan was not originated or was not sold in calendar year covered by register
## 11455 Loan was not originated or was not sold in calendar year covered by register
## 11458 Loan was not originated or was not sold in calendar year covered by register
## 11473 Loan was not originated or was not sold in calendar year covered by register
## 11491 Loan was not originated or was not sold in calendar year covered by register
## 11498 Loan was not originated or was not sold in calendar year covered by register
## 11499 Loan was not originated or was not sold in calendar year covered by register
## 11521 Loan was not originated or was not sold in calendar year covered by register
## 11533 Loan was not originated or was not sold in calendar year covered by register
## 11536 Loan was not originated or was not sold in calendar year covered by register
## 11551 Loan was not originated or was not sold in calendar year covered by register
## 11560 Loan was not originated or was not sold in calendar year covered by register
## 11562 Loan was not originated or was not sold in calendar year covered by register
## 11576                                                          Freddie Mac (FHLMC)
## 11581 Loan was not originated or was not sold in calendar year covered by register
## 11593 Loan was not originated or was not sold in calendar year covered by register
## 11596 Loan was not originated or was not sold in calendar year covered by register
## 11605 Loan was not originated or was not sold in calendar year covered by register
## 11608 Loan was not originated or was not sold in calendar year covered by register
## 11611 Loan was not originated or was not sold in calendar year covered by register
## 11620 Loan was not originated or was not sold in calendar year covered by register
## 11629 Loan was not originated or was not sold in calendar year covered by register
## 11638 Loan was not originated or was not sold in calendar year covered by register
## 11650 Loan was not originated or was not sold in calendar year covered by register
## 11656 Loan was not originated or was not sold in calendar year covered by register
## 11684                                                          Freddie Mac (FHLMC)
## 11704 Loan was not originated or was not sold in calendar year covered by register
## 11708                                                      Other type of purchaser
## 11710 Loan was not originated or was not sold in calendar year covered by register
## 11714 Loan was not originated or was not sold in calendar year covered by register
## 11725 Loan was not originated or was not sold in calendar year covered by register
## 11749 Loan was not originated or was not sold in calendar year covered by register
## 11761 Loan was not originated or was not sold in calendar year covered by register
## 11764 Loan was not originated or was not sold in calendar year covered by register
## 11767 Loan was not originated or was not sold in calendar year covered by register
## 11769      Life insurance company, credit union, mortgage bank, or finance company
## 11773 Loan was not originated or was not sold in calendar year covered by register
## 11794 Loan was not originated or was not sold in calendar year covered by register
## 11797 Loan was not originated or was not sold in calendar year covered by register
## 11802 Loan was not originated or was not sold in calendar year covered by register
## 11807 Loan was not originated or was not sold in calendar year covered by register
## 11809 Loan was not originated or was not sold in calendar year covered by register
## 11810 Loan was not originated or was not sold in calendar year covered by register
## 11825                         Commercial bank, savings bank or savings association
## 11830 Loan was not originated or was not sold in calendar year covered by register
## 11839 Loan was not originated or was not sold in calendar year covered by register
## 11854 Loan was not originated or was not sold in calendar year covered by register
## 11869 Loan was not originated or was not sold in calendar year covered by register
## 11893 Loan was not originated or was not sold in calendar year covered by register
## 11927                                                            Fannie Mae (FNMA)
## 11929 Loan was not originated or was not sold in calendar year covered by register
## 11935 Loan was not originated or was not sold in calendar year covered by register
## 11945 Loan was not originated or was not sold in calendar year covered by register
## 11950      Life insurance company, credit union, mortgage bank, or finance company
## 11951 Loan was not originated or was not sold in calendar year covered by register
## 11958 Loan was not originated or was not sold in calendar year covered by register
## 11983                                                            Fannie Mae (FNMA)
## 12013 Loan was not originated or was not sold in calendar year covered by register
## 12014 Loan was not originated or was not sold in calendar year covered by register
## 12019 Loan was not originated or was not sold in calendar year covered by register
## 12021 Loan was not originated or was not sold in calendar year covered by register
## 12033 Loan was not originated or was not sold in calendar year covered by register
## 12035 Loan was not originated or was not sold in calendar year covered by register
## 12041 Loan was not originated or was not sold in calendar year covered by register
## 12055 Loan was not originated or was not sold in calendar year covered by register
## 12064 Loan was not originated or was not sold in calendar year covered by register
## 12091 Loan was not originated or was not sold in calendar year covered by register
## 12092 Loan was not originated or was not sold in calendar year covered by register
## 12101 Loan was not originated or was not sold in calendar year covered by register
## 12113 Loan was not originated or was not sold in calendar year covered by register
## 12121 Loan was not originated or was not sold in calendar year covered by register
## 12127 Loan was not originated or was not sold in calendar year covered by register
## 12130 Loan was not originated or was not sold in calendar year covered by register
## 12131 Loan was not originated or was not sold in calendar year covered by register
## 12133 Loan was not originated or was not sold in calendar year covered by register
## 12139 Loan was not originated or was not sold in calendar year covered by register
## 12145 Loan was not originated or was not sold in calendar year covered by register
## 12168                                                          Freddie Mac (FHLMC)
## 12169 Loan was not originated or was not sold in calendar year covered by register
## 12187 Loan was not originated or was not sold in calendar year covered by register
## 12194 Loan was not originated or was not sold in calendar year covered by register
## 12199 Loan was not originated or was not sold in calendar year covered by register
## 12232 Loan was not originated or was not sold in calendar year covered by register
## 12235 Loan was not originated or was not sold in calendar year covered by register
## 12250 Loan was not originated or was not sold in calendar year covered by register
## 12253 Loan was not originated or was not sold in calendar year covered by register
## 12271 Loan was not originated or was not sold in calendar year covered by register
## 12293 Loan was not originated or was not sold in calendar year covered by register
## 12295 Loan was not originated or was not sold in calendar year covered by register
## 12301 Loan was not originated or was not sold in calendar year covered by register
## 12319 Loan was not originated or was not sold in calendar year covered by register
## 12334 Loan was not originated or was not sold in calendar year covered by register
## 12343 Loan was not originated or was not sold in calendar year covered by register
## 12347 Loan was not originated or was not sold in calendar year covered by register
## 12371 Loan was not originated or was not sold in calendar year covered by register
## 12376 Loan was not originated or was not sold in calendar year covered by register
## 12379 Loan was not originated or was not sold in calendar year covered by register
## 12385 Loan was not originated or was not sold in calendar year covered by register
## 12392 Loan was not originated or was not sold in calendar year covered by register
## 12397 Loan was not originated or was not sold in calendar year covered by register
## 12406                                                      Other type of purchaser
## 12418 Loan was not originated or was not sold in calendar year covered by register
## 12421 Loan was not originated or was not sold in calendar year covered by register
## 12424 Loan was not originated or was not sold in calendar year covered by register
## 12427 Loan was not originated or was not sold in calendar year covered by register
## 12445 Loan was not originated or was not sold in calendar year covered by register
## 12447      Life insurance company, credit union, mortgage bank, or finance company
## 12454 Loan was not originated or was not sold in calendar year covered by register
## 12468 Loan was not originated or was not sold in calendar year covered by register
## 12469 Loan was not originated or was not sold in calendar year covered by register
## 12481 Loan was not originated or was not sold in calendar year covered by register
## 12487 Loan was not originated or was not sold in calendar year covered by register
## 12493 Loan was not originated or was not sold in calendar year covered by register
## 12496 Loan was not originated or was not sold in calendar year covered by register
## 12502 Loan was not originated or was not sold in calendar year covered by register
## 12507                                                        Affiliate institution
## 12511 Loan was not originated or was not sold in calendar year covered by register
## 12517 Loan was not originated or was not sold in calendar year covered by register
## 12520 Loan was not originated or was not sold in calendar year covered by register
## 12523 Loan was not originated or was not sold in calendar year covered by register
## 12529 Loan was not originated or was not sold in calendar year covered by register
## 12532 Loan was not originated or was not sold in calendar year covered by register
## 12538 Loan was not originated or was not sold in calendar year covered by register
## 12541 Loan was not originated or was not sold in calendar year covered by register
## 12547 Loan was not originated or was not sold in calendar year covered by register
## 12556 Loan was not originated or was not sold in calendar year covered by register
## 12559 Loan was not originated or was not sold in calendar year covered by register
## 12565                                                            Fannie Mae (FNMA)
## 12586 Loan was not originated or was not sold in calendar year covered by register
## 12592 Loan was not originated or was not sold in calendar year covered by register
## 12600                         Commercial bank, savings bank or savings association
## 12605 Loan was not originated or was not sold in calendar year covered by register
## 12607 Loan was not originated or was not sold in calendar year covered by register
## 12610 Loan was not originated or was not sold in calendar year covered by register
## 12613 Loan was not originated or was not sold in calendar year covered by register
## 12616 Loan was not originated or was not sold in calendar year covered by register
## 12617 Loan was not originated or was not sold in calendar year covered by register
## 12623                                                          Freddie Mac (FHLMC)
## 12638 Loan was not originated or was not sold in calendar year covered by register
## 12640 Loan was not originated or was not sold in calendar year covered by register
## 12643 Loan was not originated or was not sold in calendar year covered by register
## 12646 Loan was not originated or was not sold in calendar year covered by register
## 12677 Loan was not originated or was not sold in calendar year covered by register
## 12685 Loan was not originated or was not sold in calendar year covered by register
## 12700 Loan was not originated or was not sold in calendar year covered by register
## 12703 Loan was not originated or was not sold in calendar year covered by register
## 12706 Loan was not originated or was not sold in calendar year covered by register
## 12739 Loan was not originated or was not sold in calendar year covered by register
## 12745 Loan was not originated or was not sold in calendar year covered by register
## 12748 Loan was not originated or was not sold in calendar year covered by register
## 12790 Loan was not originated or was not sold in calendar year covered by register
## 12799 Loan was not originated or was not sold in calendar year covered by register
## 12823 Loan was not originated or was not sold in calendar year covered by register
## 12826 Loan was not originated or was not sold in calendar year covered by register
## 12833 Loan was not originated or was not sold in calendar year covered by register
## 12835 Loan was not originated or was not sold in calendar year covered by register
## 12842 Loan was not originated or was not sold in calendar year covered by register
## 12847 Loan was not originated or was not sold in calendar year covered by register
## 12859 Loan was not originated or was not sold in calendar year covered by register
## 12862 Loan was not originated or was not sold in calendar year covered by register
## 12865 Loan was not originated or was not sold in calendar year covered by register
## 12882 Loan was not originated or was not sold in calendar year covered by register
## 12886 Loan was not originated or was not sold in calendar year covered by register
## 12892 Loan was not originated or was not sold in calendar year covered by register
## 12895 Loan was not originated or was not sold in calendar year covered by register
## 12901 Loan was not originated or was not sold in calendar year covered by register
## 12940                                                            Fannie Mae (FNMA)
## 12946 Loan was not originated or was not sold in calendar year covered by register
## 12958 Loan was not originated or was not sold in calendar year covered by register
## 12981 Loan was not originated or was not sold in calendar year covered by register
## 13009 Loan was not originated or was not sold in calendar year covered by register
## 13015 Loan was not originated or was not sold in calendar year covered by register
## 13020                         Commercial bank, savings bank or savings association
## 13039 Loan was not originated or was not sold in calendar year covered by register
## 13048 Loan was not originated or was not sold in calendar year covered by register
## 13073 Loan was not originated or was not sold in calendar year covered by register
## 13075 Loan was not originated or was not sold in calendar year covered by register
## 13078 Loan was not originated or was not sold in calendar year covered by register
## 13081 Loan was not originated or was not sold in calendar year covered by register
## 13087 Loan was not originated or was not sold in calendar year covered by register
## 13093 Loan was not originated or was not sold in calendar year covered by register
## 13114 Loan was not originated or was not sold in calendar year covered by register
## 13120 Loan was not originated or was not sold in calendar year covered by register
## 13123 Loan was not originated or was not sold in calendar year covered by register
## 13135 Loan was not originated or was not sold in calendar year covered by register
## 13141 Loan was not originated or was not sold in calendar year covered by register
## 13147 Loan was not originated or was not sold in calendar year covered by register
## 13153 Loan was not originated or was not sold in calendar year covered by register
## 13155 Loan was not originated or was not sold in calendar year covered by register
## 13171 Loan was not originated or was not sold in calendar year covered by register
## 13180 Loan was not originated or was not sold in calendar year covered by register
## 13189 Loan was not originated or was not sold in calendar year covered by register
## 13192 Loan was not originated or was not sold in calendar year covered by register
## 13198                                                            Fannie Mae (FNMA)
## 13207 Loan was not originated or was not sold in calendar year covered by register
## 13209 Loan was not originated or was not sold in calendar year covered by register
## 13213 Loan was not originated or was not sold in calendar year covered by register
## 13219 Loan was not originated or was not sold in calendar year covered by register
## 13222 Loan was not originated or was not sold in calendar year covered by register
## 13228 Loan was not originated or was not sold in calendar year covered by register
## 13231 Loan was not originated or was not sold in calendar year covered by register
## 13246 Loan was not originated or was not sold in calendar year covered by register
## 13249 Loan was not originated or was not sold in calendar year covered by register
## 13273 Loan was not originated or was not sold in calendar year covered by register
## 13285 Loan was not originated or was not sold in calendar year covered by register
## 13289 Loan was not originated or was not sold in calendar year covered by register
## 13315 Loan was not originated or was not sold in calendar year covered by register
## 13333 Loan was not originated or was not sold in calendar year covered by register
## 13336 Loan was not originated or was not sold in calendar year covered by register
## 13339 Loan was not originated or was not sold in calendar year covered by register
## 13381 Loan was not originated or was not sold in calendar year covered by register
## 13393 Loan was not originated or was not sold in calendar year covered by register
## 13406 Loan was not originated or was not sold in calendar year covered by register
## 13411 Loan was not originated or was not sold in calendar year covered by register
## 13412                                                       Private securitization
## 13414 Loan was not originated or was not sold in calendar year covered by register
## 13420                                                            Fannie Mae (FNMA)
## 13421 Loan was not originated or was not sold in calendar year covered by register
## 13423 Loan was not originated or was not sold in calendar year covered by register
## 13435 Loan was not originated or was not sold in calendar year covered by register
## 13447 Loan was not originated or was not sold in calendar year covered by register
## 13453 Loan was not originated or was not sold in calendar year covered by register
## 13457 Loan was not originated or was not sold in calendar year covered by register
## 13477 Loan was not originated or was not sold in calendar year covered by register
## 13483 Loan was not originated or was not sold in calendar year covered by register
## 13492 Loan was not originated or was not sold in calendar year covered by register
## 13495 Loan was not originated or was not sold in calendar year covered by register
## 13504 Loan was not originated or was not sold in calendar year covered by register
## 13513 Loan was not originated or was not sold in calendar year covered by register
## 13522 Loan was not originated or was not sold in calendar year covered by register
## 13525 Loan was not originated or was not sold in calendar year covered by register
## 13540 Loan was not originated or was not sold in calendar year covered by register
## 13543 Loan was not originated or was not sold in calendar year covered by register
## 13552 Loan was not originated or was not sold in calendar year covered by register
## 13561 Loan was not originated or was not sold in calendar year covered by register
## 13570                                                            Fannie Mae (FNMA)
## 13579 Loan was not originated or was not sold in calendar year covered by register
## 13597 Loan was not originated or was not sold in calendar year covered by register
## 13612 Loan was not originated or was not sold in calendar year covered by register
## 13621 Loan was not originated or was not sold in calendar year covered by register
## 13627 Loan was not originated or was not sold in calendar year covered by register
## 13630 Loan was not originated or was not sold in calendar year covered by register
## 13636 Loan was not originated or was not sold in calendar year covered by register
## 13646 Loan was not originated or was not sold in calendar year covered by register
## 13651 Loan was not originated or was not sold in calendar year covered by register
## 13657 Loan was not originated or was not sold in calendar year covered by register
## 13663 Loan was not originated or was not sold in calendar year covered by register
## 13669 Loan was not originated or was not sold in calendar year covered by register
## 13680 Loan was not originated or was not sold in calendar year covered by register
## 13708 Loan was not originated or was not sold in calendar year covered by register
## 13720 Loan was not originated or was not sold in calendar year covered by register
## 13723 Loan was not originated or was not sold in calendar year covered by register
## 13727 Loan was not originated or was not sold in calendar year covered by register
## 13732 Loan was not originated or was not sold in calendar year covered by register
## 13741 Loan was not originated or was not sold in calendar year covered by register
## 13745 Loan was not originated or was not sold in calendar year covered by register
## 13755 Loan was not originated or was not sold in calendar year covered by register
## 13771 Loan was not originated or was not sold in calendar year covered by register
## 13789 Loan was not originated or was not sold in calendar year covered by register
## 13803      Life insurance company, credit union, mortgage bank, or finance company
## 13832                                                          Freddie Mac (FHLMC)
## 13836      Life insurance company, credit union, mortgage bank, or finance company
## 13852 Loan was not originated or was not sold in calendar year covered by register
## 13861                                                          Freddie Mac (FHLMC)
## 13907 Loan was not originated or was not sold in calendar year covered by register
## 13913 Loan was not originated or was not sold in calendar year covered by register
## 13915 Loan was not originated or was not sold in calendar year covered by register
## 13936 Loan was not originated or was not sold in calendar year covered by register
## 13939 Loan was not originated or was not sold in calendar year covered by register
## 13942 Loan was not originated or was not sold in calendar year covered by register
## 13966 Loan was not originated or was not sold in calendar year covered by register
## 13975 Loan was not originated or was not sold in calendar year covered by register
## 13984 Loan was not originated or was not sold in calendar year covered by register
## 13993 Loan was not originated or was not sold in calendar year covered by register
## 13997                                                          Freddie Mac (FHLMC)
## 14011                                                        Affiliate institution
## 14053 Loan was not originated or was not sold in calendar year covered by register
## 14065 Loan was not originated or was not sold in calendar year covered by register
## 14092 Loan was not originated or was not sold in calendar year covered by register
## 14095 Loan was not originated or was not sold in calendar year covered by register
## 14099 Loan was not originated or was not sold in calendar year covered by register
## 14107 Loan was not originated or was not sold in calendar year covered by register
## 14113 Loan was not originated or was not sold in calendar year covered by register
## 14114 Loan was not originated or was not sold in calendar year covered by register
## 14131 Loan was not originated or was not sold in calendar year covered by register
## 14152 Loan was not originated or was not sold in calendar year covered by register
## 14155 Loan was not originated or was not sold in calendar year covered by register
## 14161 Loan was not originated or was not sold in calendar year covered by register
## 14194 Loan was not originated or was not sold in calendar year covered by register
## 14197 Loan was not originated or was not sold in calendar year covered by register
## 14203 Loan was not originated or was not sold in calendar year covered by register
## 14221 Loan was not originated or was not sold in calendar year covered by register
## 14224 Loan was not originated or was not sold in calendar year covered by register
## 14236 Loan was not originated or was not sold in calendar year covered by register
## 14239 Loan was not originated or was not sold in calendar year covered by register
## 14243 Loan was not originated or was not sold in calendar year covered by register
## 14245 Loan was not originated or was not sold in calendar year covered by register
## 14248 Loan was not originated or was not sold in calendar year covered by register
## 14257 Loan was not originated or was not sold in calendar year covered by register
## 14259 Loan was not originated or was not sold in calendar year covered by register
## 14278 Loan was not originated or was not sold in calendar year covered by register
## 14290 Loan was not originated or was not sold in calendar year covered by register
## 14293 Loan was not originated or was not sold in calendar year covered by register
## 14298                                                            Fannie Mae (FNMA)
## 14299 Loan was not originated or was not sold in calendar year covered by register
## 14301                                                            Ginnie Mae (GNMA)
## 14323 Loan was not originated or was not sold in calendar year covered by register
## 14335 Loan was not originated or was not sold in calendar year covered by register
## 14338 Loan was not originated or was not sold in calendar year covered by register
## 14341 Loan was not originated or was not sold in calendar year covered by register
## 14353 Loan was not originated or was not sold in calendar year covered by register
## 14362 Loan was not originated or was not sold in calendar year covered by register
## 14367 Loan was not originated or was not sold in calendar year covered by register
## 14374 Loan was not originated or was not sold in calendar year covered by register
## 14380 Loan was not originated or was not sold in calendar year covered by register
## 14389                                                            Fannie Mae (FNMA)
## 14392 Loan was not originated or was not sold in calendar year covered by register
## 14398 Loan was not originated or was not sold in calendar year covered by register
## 14401 Loan was not originated or was not sold in calendar year covered by register
## 14404 Loan was not originated or was not sold in calendar year covered by register
## 14411                                                      Other type of purchaser
## 14414      Life insurance company, credit union, mortgage bank, or finance company
## 14419 Loan was not originated or was not sold in calendar year covered by register
## 14425 Loan was not originated or was not sold in calendar year covered by register
## 14434 Loan was not originated or was not sold in calendar year covered by register
## 14437 Loan was not originated or was not sold in calendar year covered by register
## 14443 Loan was not originated or was not sold in calendar year covered by register
## 14449 Loan was not originated or was not sold in calendar year covered by register
## 14455 Loan was not originated or was not sold in calendar year covered by register
## 14464 Loan was not originated or was not sold in calendar year covered by register
## 14471 Loan was not originated or was not sold in calendar year covered by register
## 14473 Loan was not originated or was not sold in calendar year covered by register
## 14491 Loan was not originated or was not sold in calendar year covered by register
## 14533 Loan was not originated or was not sold in calendar year covered by register
## 14536 Loan was not originated or was not sold in calendar year covered by register
## 14548 Loan was not originated or was not sold in calendar year covered by register
## 14555                                                      Other type of purchaser
## 14568 Loan was not originated or was not sold in calendar year covered by register
## 14591 Loan was not originated or was not sold in calendar year covered by register
## 14601 Loan was not originated or was not sold in calendar year covered by register
## 14617 Loan was not originated or was not sold in calendar year covered by register
## 14629 Loan was not originated or was not sold in calendar year covered by register
## 14639 Loan was not originated or was not sold in calendar year covered by register
## 14657 Loan was not originated or was not sold in calendar year covered by register
## 14660 Loan was not originated or was not sold in calendar year covered by register
## 14664 Loan was not originated or was not sold in calendar year covered by register
## 14668                                                       Private securitization
## 14690 Loan was not originated or was not sold in calendar year covered by register
## 14692 Loan was not originated or was not sold in calendar year covered by register
## 14695 Loan was not originated or was not sold in calendar year covered by register
## 14710                                                            Fannie Mae (FNMA)
## 14713 Loan was not originated or was not sold in calendar year covered by register
## 14725 Loan was not originated or was not sold in calendar year covered by register
## 14731 Loan was not originated or was not sold in calendar year covered by register
## 14743 Loan was not originated or was not sold in calendar year covered by register
## 14749 Loan was not originated or was not sold in calendar year covered by register
## 14752      Life insurance company, credit union, mortgage bank, or finance company
## 14767 Loan was not originated or was not sold in calendar year covered by register
## 14794 Loan was not originated or was not sold in calendar year covered by register
## 14806                                                      Other type of purchaser
## 14815                                                            Fannie Mae (FNMA)
## 14816 Loan was not originated or was not sold in calendar year covered by register
## 14825                                                      Other type of purchaser
## 14833 Loan was not originated or was not sold in calendar year covered by register
## 14896 Loan was not originated or was not sold in calendar year covered by register
## 14906                                                            Fannie Mae (FNMA)
## 14930 Loan was not originated or was not sold in calendar year covered by register
## 14932 Loan was not originated or was not sold in calendar year covered by register
## 14956 Loan was not originated or was not sold in calendar year covered by register
## 14974                                                            Fannie Mae (FNMA)
## 14983 Loan was not originated or was not sold in calendar year covered by register
## 14992 Loan was not originated or was not sold in calendar year covered by register
## 14995 Loan was not originated or was not sold in calendar year covered by register
## 15012 Loan was not originated or was not sold in calendar year covered by register
## 15038                                                            Fannie Mae (FNMA)
## 15043                                                        Affiliate institution
## 15082 Loan was not originated or was not sold in calendar year covered by register
## 15103 Loan was not originated or was not sold in calendar year covered by register
## 15112 Loan was not originated or was not sold in calendar year covered by register
## 15127 Loan was not originated or was not sold in calendar year covered by register
## 15154 Loan was not originated or was not sold in calendar year covered by register
## 15175 Loan was not originated or was not sold in calendar year covered by register
## 15177 Loan was not originated or was not sold in calendar year covered by register
## 15191 Loan was not originated or was not sold in calendar year covered by register
## 15211 Loan was not originated or was not sold in calendar year covered by register
## 15229 Loan was not originated or was not sold in calendar year covered by register
## 15232      Life insurance company, credit union, mortgage bank, or finance company
## 15235 Loan was not originated or was not sold in calendar year covered by register
## 15244 Loan was not originated or was not sold in calendar year covered by register
## 15253 Loan was not originated or was not sold in calendar year covered by register
## 15262                                                            Fannie Mae (FNMA)
## 15265 Loan was not originated or was not sold in calendar year covered by register
## 15286 Loan was not originated or was not sold in calendar year covered by register
## 15292 Loan was not originated or was not sold in calendar year covered by register
## 15304 Loan was not originated or was not sold in calendar year covered by register
## 15315 Loan was not originated or was not sold in calendar year covered by register
## 15317 Loan was not originated or was not sold in calendar year covered by register
## 15319 Loan was not originated or was not sold in calendar year covered by register
## 15322 Loan was not originated or was not sold in calendar year covered by register
## 15327 Loan was not originated or was not sold in calendar year covered by register
## 15334 Loan was not originated or was not sold in calendar year covered by register
## 15339 Loan was not originated or was not sold in calendar year covered by register
## 15343 Loan was not originated or was not sold in calendar year covered by register
## 15365                                                          Freddie Mac (FHLMC)
## 15367 Loan was not originated or was not sold in calendar year covered by register
## 15370 Loan was not originated or was not sold in calendar year covered by register
## 15402                                                        Affiliate institution
## 15403 Loan was not originated or was not sold in calendar year covered by register
## 15410 Loan was not originated or was not sold in calendar year covered by register
## 15441 Loan was not originated or was not sold in calendar year covered by register
## 15446                                                            Fannie Mae (FNMA)
## 15508 Loan was not originated or was not sold in calendar year covered by register
## 15520 Loan was not originated or was not sold in calendar year covered by register
## 15532 Loan was not originated or was not sold in calendar year covered by register
## 15541 Loan was not originated or was not sold in calendar year covered by register
## 15550 Loan was not originated or was not sold in calendar year covered by register
## 15556 Loan was not originated or was not sold in calendar year covered by register
## 15565 Loan was not originated or was not sold in calendar year covered by register
## 15573 Loan was not originated or was not sold in calendar year covered by register
## 15574 Loan was not originated or was not sold in calendar year covered by register
## 15588 Loan was not originated or was not sold in calendar year covered by register
## 15600                                                            Fannie Mae (FNMA)
## 15601 Loan was not originated or was not sold in calendar year covered by register
## 15617 Loan was not originated or was not sold in calendar year covered by register
## 15628 Loan was not originated or was not sold in calendar year covered by register
## 15631 Loan was not originated or was not sold in calendar year covered by register
## 15641                                                        Affiliate institution
## 15646 Loan was not originated or was not sold in calendar year covered by register
## 15661 Loan was not originated or was not sold in calendar year covered by register
## 15667 Loan was not originated or was not sold in calendar year covered by register
## 15680 Loan was not originated or was not sold in calendar year covered by register
## 15699 Loan was not originated or was not sold in calendar year covered by register
## 15715 Loan was not originated or was not sold in calendar year covered by register
## 15723 Loan was not originated or was not sold in calendar year covered by register
## 15727 Loan was not originated or was not sold in calendar year covered by register
## 15730 Loan was not originated or was not sold in calendar year covered by register
## 15735 Loan was not originated or was not sold in calendar year covered by register
## 15736 Loan was not originated or was not sold in calendar year covered by register
## 15751 Loan was not originated or was not sold in calendar year covered by register
## 15753                                                        Affiliate institution
## 15770                                                          Freddie Mac (FHLMC)
## 15774 Loan was not originated or was not sold in calendar year covered by register
## 15775 Loan was not originated or was not sold in calendar year covered by register
## 15781 Loan was not originated or was not sold in calendar year covered by register
## 15784 Loan was not originated or was not sold in calendar year covered by register
## 15804                                                      Other type of purchaser
## 15805 Loan was not originated or was not sold in calendar year covered by register
## 15809 Loan was not originated or was not sold in calendar year covered by register
## 15811 Loan was not originated or was not sold in calendar year covered by register
## 15829                         Commercial bank, savings bank or savings association
## 15834 Loan was not originated or was not sold in calendar year covered by register
## 15856                                                      Other type of purchaser
## 15863 Loan was not originated or was not sold in calendar year covered by register
## 15867 Loan was not originated or was not sold in calendar year covered by register
## 15868 Loan was not originated or was not sold in calendar year covered by register
## 15871 Loan was not originated or was not sold in calendar year covered by register
## 15877 Loan was not originated or was not sold in calendar year covered by register
## 15883 Loan was not originated or was not sold in calendar year covered by register
## 15910 Loan was not originated or was not sold in calendar year covered by register
## 15915 Loan was not originated or was not sold in calendar year covered by register
## 15983 Loan was not originated or was not sold in calendar year covered by register
## 15988 Loan was not originated or was not sold in calendar year covered by register
## 15991 Loan was not originated or was not sold in calendar year covered by register
## 16000 Loan was not originated or was not sold in calendar year covered by register
## 16024 Loan was not originated or was not sold in calendar year covered by register
## 16033 Loan was not originated or was not sold in calendar year covered by register
## 16039 Loan was not originated or was not sold in calendar year covered by register
## 16045 Loan was not originated or was not sold in calendar year covered by register
## 16048 Loan was not originated or was not sold in calendar year covered by register
## 16057 Loan was not originated or was not sold in calendar year covered by register
## 16060 Loan was not originated or was not sold in calendar year covered by register
## 16066 Loan was not originated or was not sold in calendar year covered by register
## 16081 Loan was not originated or was not sold in calendar year covered by register
## 16090 Loan was not originated or was not sold in calendar year covered by register
## 16100 Loan was not originated or was not sold in calendar year covered by register
## 16101 Loan was not originated or was not sold in calendar year covered by register
## 16129 Loan was not originated or was not sold in calendar year covered by register
## 16137 Loan was not originated or was not sold in calendar year covered by register
## 16144 Loan was not originated or was not sold in calendar year covered by register
## 16159 Loan was not originated or was not sold in calendar year covered by register
## 16162 Loan was not originated or was not sold in calendar year covered by register
## 16167 Loan was not originated or was not sold in calendar year covered by register
## 16174 Loan was not originated or was not sold in calendar year covered by register
## 16176                                                            Fannie Mae (FNMA)
## 16180 Loan was not originated or was not sold in calendar year covered by register
## 16195 Loan was not originated or was not sold in calendar year covered by register
## 16197 Loan was not originated or was not sold in calendar year covered by register
## 16201 Loan was not originated or was not sold in calendar year covered by register
## 16203 Loan was not originated or was not sold in calendar year covered by register
## 16209 Loan was not originated or was not sold in calendar year covered by register
## 16222 Loan was not originated or was not sold in calendar year covered by register
## 16228 Loan was not originated or was not sold in calendar year covered by register
## 16243 Loan was not originated or was not sold in calendar year covered by register
## 16248                                                      Other type of purchaser
## 16256                                                            Fannie Mae (FNMA)
## 16261 Loan was not originated or was not sold in calendar year covered by register
## 16267 Loan was not originated or was not sold in calendar year covered by register
## 16273 Loan was not originated or was not sold in calendar year covered by register
## 16281 Loan was not originated or was not sold in calendar year covered by register
## 16285 Loan was not originated or was not sold in calendar year covered by register
## 16287 Loan was not originated or was not sold in calendar year covered by register
## 16293 Loan was not originated or was not sold in calendar year covered by register
## 16294 Loan was not originated or was not sold in calendar year covered by register
## 16309 Loan was not originated or was not sold in calendar year covered by register
## 16312 Loan was not originated or was not sold in calendar year covered by register
## 16321 Loan was not originated or was not sold in calendar year covered by register
## 16341 Loan was not originated or was not sold in calendar year covered by register
## 16349 Loan was not originated or was not sold in calendar year covered by register
## 16354                                                          Freddie Mac (FHLMC)
## 16362 Loan was not originated or was not sold in calendar year covered by register
## 16365 Loan was not originated or was not sold in calendar year covered by register
## 16383                                                        Affiliate institution
## 16405 Loan was not originated or was not sold in calendar year covered by register
## 16409 Loan was not originated or was not sold in calendar year covered by register
## 16414 Loan was not originated or was not sold in calendar year covered by register
## 16423 Loan was not originated or was not sold in calendar year covered by register
## 16437 Loan was not originated or was not sold in calendar year covered by register
## 16459 Loan was not originated or was not sold in calendar year covered by register
## 16462 Loan was not originated or was not sold in calendar year covered by register
## 16468 Loan was not originated or was not sold in calendar year covered by register
## 16519 Loan was not originated or was not sold in calendar year covered by register
## 16525 Loan was not originated or was not sold in calendar year covered by register
## 16531 Loan was not originated or was not sold in calendar year covered by register
## 16549 Loan was not originated or was not sold in calendar year covered by register
## 16555 Loan was not originated or was not sold in calendar year covered by register
## 16556 Loan was not originated or was not sold in calendar year covered by register
## 16573 Loan was not originated or was not sold in calendar year covered by register
## 16576 Loan was not originated or was not sold in calendar year covered by register
## 16582 Loan was not originated or was not sold in calendar year covered by register
## 16597 Loan was not originated or was not sold in calendar year covered by register
## 16601 Loan was not originated or was not sold in calendar year covered by register
## 16611 Loan was not originated or was not sold in calendar year covered by register
## 16624 Loan was not originated or was not sold in calendar year covered by register
## 16631 Loan was not originated or was not sold in calendar year covered by register
## 16635 Loan was not originated or was not sold in calendar year covered by register
## 16643 Loan was not originated or was not sold in calendar year covered by register
## 16648                                                          Freddie Mac (FHLMC)
## 16651 Loan was not originated or was not sold in calendar year covered by register
## 16653 Loan was not originated or was not sold in calendar year covered by register
## 16660 Loan was not originated or was not sold in calendar year covered by register
## 16684 Loan was not originated or was not sold in calendar year covered by register
## 16695 Loan was not originated or was not sold in calendar year covered by register
## 16702 Loan was not originated or was not sold in calendar year covered by register
## 16705 Loan was not originated or was not sold in calendar year covered by register
## 16710 Loan was not originated or was not sold in calendar year covered by register
## 16711 Loan was not originated or was not sold in calendar year covered by register
## 16715 Loan was not originated or was not sold in calendar year covered by register
## 16720 Loan was not originated or was not sold in calendar year covered by register
## 16722 Loan was not originated or was not sold in calendar year covered by register
## 16732                                                            Fannie Mae (FNMA)
## 16741 Loan was not originated or was not sold in calendar year covered by register
## 16747 Loan was not originated or was not sold in calendar year covered by register
## 16755 Loan was not originated or was not sold in calendar year covered by register
## 16756 Loan was not originated or was not sold in calendar year covered by register
## 16758 Loan was not originated or was not sold in calendar year covered by register
## 16759 Loan was not originated or was not sold in calendar year covered by register
## 16765 Loan was not originated or was not sold in calendar year covered by register
## 16767 Loan was not originated or was not sold in calendar year covered by register
## 16791 Loan was not originated or was not sold in calendar year covered by register
## 16800 Loan was not originated or was not sold in calendar year covered by register
## 16810 Loan was not originated or was not sold in calendar year covered by register
## 16827 Loan was not originated or was not sold in calendar year covered by register
## 16843                                                            Fannie Mae (FNMA)
## 16847 Loan was not originated or was not sold in calendar year covered by register
## 16861 Loan was not originated or was not sold in calendar year covered by register
## 16869 Loan was not originated or was not sold in calendar year covered by register
## 16875 Loan was not originated or was not sold in calendar year covered by register
## 16877                                                            Fannie Mae (FNMA)
## 16879 Loan was not originated or was not sold in calendar year covered by register
## 16889 Loan was not originated or was not sold in calendar year covered by register
## 16891 Loan was not originated or was not sold in calendar year covered by register
## 16894 Loan was not originated or was not sold in calendar year covered by register
## 16903 Loan was not originated or was not sold in calendar year covered by register
## 16905 Loan was not originated or was not sold in calendar year covered by register
## 16931 Loan was not originated or was not sold in calendar year covered by register
## 16933 Loan was not originated or was not sold in calendar year covered by register
## 16951                                                      Other type of purchaser
## 16955 Loan was not originated or was not sold in calendar year covered by register
## 16989 Loan was not originated or was not sold in calendar year covered by register
## 17009 Loan was not originated or was not sold in calendar year covered by register
## 17035 Loan was not originated or was not sold in calendar year covered by register
## 17044 Loan was not originated or was not sold in calendar year covered by register
## 17045 Loan was not originated or was not sold in calendar year covered by register
## 17059 Loan was not originated or was not sold in calendar year covered by register
## 17071 Loan was not originated or was not sold in calendar year covered by register
## 17074 Loan was not originated or was not sold in calendar year covered by register
## 17080 Loan was not originated or was not sold in calendar year covered by register
## 17086 Loan was not originated or was not sold in calendar year covered by register
## 17088                                                          Freddie Mac (FHLMC)
## 17094                                                            Fannie Mae (FNMA)
## 17102 Loan was not originated or was not sold in calendar year covered by register
## 17113 Loan was not originated or was not sold in calendar year covered by register
## 17116 Loan was not originated or was not sold in calendar year covered by register
## 17117                                                            Fannie Mae (FNMA)
## 17130                                                      Other type of purchaser
## 17133 Loan was not originated or was not sold in calendar year covered by register
## 17143 Loan was not originated or was not sold in calendar year covered by register
## 17145 Loan was not originated or was not sold in calendar year covered by register
## 17149 Loan was not originated or was not sold in calendar year covered by register
## 17151 Loan was not originated or was not sold in calendar year covered by register
## 17161 Loan was not originated or was not sold in calendar year covered by register
## 17164                                                            Fannie Mae (FNMA)
## 17166 Loan was not originated or was not sold in calendar year covered by register
## 17167 Loan was not originated or was not sold in calendar year covered by register
## 17179 Loan was not originated or was not sold in calendar year covered by register
## 17183 Loan was not originated or was not sold in calendar year covered by register
## 17185                                                       Private securitization
## 17189 Loan was not originated or was not sold in calendar year covered by register
## 17197 Loan was not originated or was not sold in calendar year covered by register
## 17206 Loan was not originated or was not sold in calendar year covered by register
## 17212 Loan was not originated or was not sold in calendar year covered by register
## 17215 Loan was not originated or was not sold in calendar year covered by register
## 17221 Loan was not originated or was not sold in calendar year covered by register
## 17233 Loan was not originated or was not sold in calendar year covered by register
## 17238                                                        Affiliate institution
## 17239 Loan was not originated or was not sold in calendar year covered by register
## 17244      Life insurance company, credit union, mortgage bank, or finance company
## 17260 Loan was not originated or was not sold in calendar year covered by register
## 17263 Loan was not originated or was not sold in calendar year covered by register
## 17272 Loan was not originated or was not sold in calendar year covered by register
## 17278 Loan was not originated or was not sold in calendar year covered by register
## 17281 Loan was not originated or was not sold in calendar year covered by register
## 17311 Loan was not originated or was not sold in calendar year covered by register
## 17317 Loan was not originated or was not sold in calendar year covered by register
## 17320 Loan was not originated or was not sold in calendar year covered by register
## 17322                                                            Fannie Mae (FNMA)
## 17335 Loan was not originated or was not sold in calendar year covered by register
## 17368 Loan was not originated or was not sold in calendar year covered by register
## 17388 Loan was not originated or was not sold in calendar year covered by register
## 17392 Loan was not originated or was not sold in calendar year covered by register
## 17424 Loan was not originated or was not sold in calendar year covered by register
## 17425 Loan was not originated or was not sold in calendar year covered by register
## 17428 Loan was not originated or was not sold in calendar year covered by register
## 17440 Loan was not originated or was not sold in calendar year covered by register
## 17465 Loan was not originated or was not sold in calendar year covered by register
## 17494 Loan was not originated or was not sold in calendar year covered by register
## 17497 Loan was not originated or was not sold in calendar year covered by register
## 17514 Loan was not originated or was not sold in calendar year covered by register
## 17531 Loan was not originated or was not sold in calendar year covered by register
## 17532 Loan was not originated or was not sold in calendar year covered by register
## 17536 Loan was not originated or was not sold in calendar year covered by register
## 17539 Loan was not originated or was not sold in calendar year covered by register
## 17541      Life insurance company, credit union, mortgage bank, or finance company
## 17545                                                          Freddie Mac (FHLMC)
## 17557 Loan was not originated or was not sold in calendar year covered by register
## 17560 Loan was not originated or was not sold in calendar year covered by register
## 17562 Loan was not originated or was not sold in calendar year covered by register
## 17578 Loan was not originated or was not sold in calendar year covered by register
## 17584 Loan was not originated or was not sold in calendar year covered by register
## 17587 Loan was not originated or was not sold in calendar year covered by register
## 17591 Loan was not originated or was not sold in calendar year covered by register
## 17592                                                      Other type of purchaser
## 17594 Loan was not originated or was not sold in calendar year covered by register
## 17602 Loan was not originated or was not sold in calendar year covered by register
## 17617 Loan was not originated or was not sold in calendar year covered by register
## 17630 Loan was not originated or was not sold in calendar year covered by register
## 17635 Loan was not originated or was not sold in calendar year covered by register
## 17643 Loan was not originated or was not sold in calendar year covered by register
## 17644 Loan was not originated or was not sold in calendar year covered by register
## 17645 Loan was not originated or was not sold in calendar year covered by register
## 17647 Loan was not originated or was not sold in calendar year covered by register
## 17650 Loan was not originated or was not sold in calendar year covered by register
## 17656 Loan was not originated or was not sold in calendar year covered by register
## 17659 Loan was not originated or was not sold in calendar year covered by register
## 17665 Loan was not originated or was not sold in calendar year covered by register
## 17674 Loan was not originated or was not sold in calendar year covered by register
## 17675 Loan was not originated or was not sold in calendar year covered by register
## 17683 Loan was not originated or was not sold in calendar year covered by register
## 17689 Loan was not originated or was not sold in calendar year covered by register
## 17698 Loan was not originated or was not sold in calendar year covered by register
## 17701 Loan was not originated or was not sold in calendar year covered by register
## 17707 Loan was not originated or was not sold in calendar year covered by register
## 17713 Loan was not originated or was not sold in calendar year covered by register
## 17719 Loan was not originated or was not sold in calendar year covered by register
## 17737 Loan was not originated or was not sold in calendar year covered by register
## 17746 Loan was not originated or was not sold in calendar year covered by register
## 17759 Loan was not originated or was not sold in calendar year covered by register
## 17765                                                       Private securitization
## 17767                                                        Affiliate institution
## 17788 Loan was not originated or was not sold in calendar year covered by register
## 17800                         Commercial bank, savings bank or savings association
## 17804 Loan was not originated or was not sold in calendar year covered by register
## 17807 Loan was not originated or was not sold in calendar year covered by register
## 17819                                                        Affiliate institution
## 17830                                                            Fannie Mae (FNMA)
## 17833 Loan was not originated or was not sold in calendar year covered by register
## 17836 Loan was not originated or was not sold in calendar year covered by register
## 17837 Loan was not originated or was not sold in calendar year covered by register
## 17849 Loan was not originated or was not sold in calendar year covered by register
## 17851 Loan was not originated or was not sold in calendar year covered by register
## 17855 Loan was not originated or was not sold in calendar year covered by register
## 17859 Loan was not originated or was not sold in calendar year covered by register
## 17863 Loan was not originated or was not sold in calendar year covered by register
## 17869 Loan was not originated or was not sold in calendar year covered by register
## 17872 Loan was not originated or was not sold in calendar year covered by register
## 17877 Loan was not originated or was not sold in calendar year covered by register
## 17890 Loan was not originated or was not sold in calendar year covered by register
## 17893 Loan was not originated or was not sold in calendar year covered by register
## 17911 Loan was not originated or was not sold in calendar year covered by register
## 17913 Loan was not originated or was not sold in calendar year covered by register
## 17920 Loan was not originated or was not sold in calendar year covered by register
## 17932 Loan was not originated or was not sold in calendar year covered by register
## 17939 Loan was not originated or was not sold in calendar year covered by register
## 17983 Loan was not originated or was not sold in calendar year covered by register
## 17986 Loan was not originated or was not sold in calendar year covered by register
## 18016 Loan was not originated or was not sold in calendar year covered by register
## 18034 Loan was not originated or was not sold in calendar year covered by register
## 18045 Loan was not originated or was not sold in calendar year covered by register
## 18057 Loan was not originated or was not sold in calendar year covered by register
## 18082 Loan was not originated or was not sold in calendar year covered by register
## 18085 Loan was not originated or was not sold in calendar year covered by register
## 18091 Loan was not originated or was not sold in calendar year covered by register
## 18095 Loan was not originated or was not sold in calendar year covered by register
## 18106 Loan was not originated or was not sold in calendar year covered by register
## 18108                                                            Fannie Mae (FNMA)
## 18113 Loan was not originated or was not sold in calendar year covered by register
## 18115 Loan was not originated or was not sold in calendar year covered by register
## 18124 Loan was not originated or was not sold in calendar year covered by register
## 18130                         Commercial bank, savings bank or savings association
## 18137 Loan was not originated or was not sold in calendar year covered by register
## 18142 Loan was not originated or was not sold in calendar year covered by register
## 18147 Loan was not originated or was not sold in calendar year covered by register
## 18161 Loan was not originated or was not sold in calendar year covered by register
## 18165 Loan was not originated or was not sold in calendar year covered by register
## 18175 Loan was not originated or was not sold in calendar year covered by register
## 18177 Loan was not originated or was not sold in calendar year covered by register
## 18178      Life insurance company, credit union, mortgage bank, or finance company
## 18184 Loan was not originated or was not sold in calendar year covered by register
## 18187 Loan was not originated or was not sold in calendar year covered by register
## 18190 Loan was not originated or was not sold in calendar year covered by register
## 18199 Loan was not originated or was not sold in calendar year covered by register
## 18207 Loan was not originated or was not sold in calendar year covered by register
## 18208 Loan was not originated or was not sold in calendar year covered by register
## 18209 Loan was not originated or was not sold in calendar year covered by register
## 18211 Loan was not originated or was not sold in calendar year covered by register
## 18227      Life insurance company, credit union, mortgage bank, or finance company
## 18250 Loan was not originated or was not sold in calendar year covered by register
## 18265 Loan was not originated or was not sold in calendar year covered by register
## 18271 Loan was not originated or was not sold in calendar year covered by register
## 18277                                                      Other type of purchaser
## 18283 Loan was not originated or was not sold in calendar year covered by register
## 18285 Loan was not originated or was not sold in calendar year covered by register
## 18305 Loan was not originated or was not sold in calendar year covered by register
## 18325 Loan was not originated or was not sold in calendar year covered by register
## 18331 Loan was not originated or was not sold in calendar year covered by register
## 18334 Loan was not originated or was not sold in calendar year covered by register
## 18345 Loan was not originated or was not sold in calendar year covered by register
## 18349 Loan was not originated or was not sold in calendar year covered by register
## 18352 Loan was not originated or was not sold in calendar year covered by register
## 18371 Loan was not originated or was not sold in calendar year covered by register
## 18373 Loan was not originated or was not sold in calendar year covered by register
## 18379 Loan was not originated or was not sold in calendar year covered by register
## 18381 Loan was not originated or was not sold in calendar year covered by register
## 18385 Loan was not originated or was not sold in calendar year covered by register
## 18389 Loan was not originated or was not sold in calendar year covered by register
## 18412 Loan was not originated or was not sold in calendar year covered by register
## 18442 Loan was not originated or was not sold in calendar year covered by register
## 18447 Loan was not originated or was not sold in calendar year covered by register
## 18470                                                            Fannie Mae (FNMA)
## 18478 Loan was not originated or was not sold in calendar year covered by register
## 18495 Loan was not originated or was not sold in calendar year covered by register
## 18499 Loan was not originated or was not sold in calendar year covered by register
## 18507 Loan was not originated or was not sold in calendar year covered by register
## 18516                                                            Fannie Mae (FNMA)
## 18517 Loan was not originated or was not sold in calendar year covered by register
## 18521                                                            Fannie Mae (FNMA)
## 18538 Loan was not originated or was not sold in calendar year covered by register
## 18539                                                            Fannie Mae (FNMA)
## 18541 Loan was not originated or was not sold in calendar year covered by register
## 18549 Loan was not originated or was not sold in calendar year covered by register
## 18550 Loan was not originated or was not sold in calendar year covered by register
## 18555 Loan was not originated or was not sold in calendar year covered by register
## 18579 Loan was not originated or was not sold in calendar year covered by register
## 18585 Loan was not originated or was not sold in calendar year covered by register
## 18589 Loan was not originated or was not sold in calendar year covered by register
## 18595 Loan was not originated or was not sold in calendar year covered by register
## 18603 Loan was not originated or was not sold in calendar year covered by register
## 18615                                                            Fannie Mae (FNMA)
## 18623 Loan was not originated or was not sold in calendar year covered by register
## 18626 Loan was not originated or was not sold in calendar year covered by register
## 18627 Loan was not originated or was not sold in calendar year covered by register
## 18647 Loan was not originated or was not sold in calendar year covered by register
## 18652 Loan was not originated or was not sold in calendar year covered by register
## 18658 Loan was not originated or was not sold in calendar year covered by register
## 18659 Loan was not originated or was not sold in calendar year covered by register
## 18673 Loan was not originated or was not sold in calendar year covered by register
## 18682 Loan was not originated or was not sold in calendar year covered by register
## 18688 Loan was not originated or was not sold in calendar year covered by register
## 18703 Loan was not originated or was not sold in calendar year covered by register
## 18712 Loan was not originated or was not sold in calendar year covered by register
## 18717 Loan was not originated or was not sold in calendar year covered by register
## 18718 Loan was not originated or was not sold in calendar year covered by register
## 18724 Loan was not originated or was not sold in calendar year covered by register
## 18753 Loan was not originated or was not sold in calendar year covered by register
## 18759 Loan was not originated or was not sold in calendar year covered by register
## 18760 Loan was not originated or was not sold in calendar year covered by register
## 18775 Loan was not originated or was not sold in calendar year covered by register
## 18787                                                      Other type of purchaser
## 18793 Loan was not originated or was not sold in calendar year covered by register
## 18795 Loan was not originated or was not sold in calendar year covered by register
## 18811 Loan was not originated or was not sold in calendar year covered by register
## 18820 Loan was not originated or was not sold in calendar year covered by register
## 18838 Loan was not originated or was not sold in calendar year covered by register
## 18844                                                        Affiliate institution
## 18850                                                      Other type of purchaser
## 18865 Loan was not originated or was not sold in calendar year covered by register
## 18878                                                            Fannie Mae (FNMA)
## 18898 Loan was not originated or was not sold in calendar year covered by register
## 18909 Loan was not originated or was not sold in calendar year covered by register
## 18915 Loan was not originated or was not sold in calendar year covered by register
## 18951 Loan was not originated or was not sold in calendar year covered by register
## 18970 Loan was not originated or was not sold in calendar year covered by register
## 18991 Loan was not originated or was not sold in calendar year covered by register
## 18992 Loan was not originated or was not sold in calendar year covered by register
## 18993 Loan was not originated or was not sold in calendar year covered by register
## 18999 Loan was not originated or was not sold in calendar year covered by register
## 19000 Loan was not originated or was not sold in calendar year covered by register
## 19006                                                          Freddie Mac (FHLMC)
## 19024 Loan was not originated or was not sold in calendar year covered by register
## 19028 Loan was not originated or was not sold in calendar year covered by register
## 19037 Loan was not originated or was not sold in calendar year covered by register
## 19053 Loan was not originated or was not sold in calendar year covered by register
## 19060                                                      Other type of purchaser
## 19061 Loan was not originated or was not sold in calendar year covered by register
## 19069 Loan was not originated or was not sold in calendar year covered by register
## 19073 Loan was not originated or was not sold in calendar year covered by register
## 19087 Loan was not originated or was not sold in calendar year covered by register
## 19091                                                            Fannie Mae (FNMA)
## 19096 Loan was not originated or was not sold in calendar year covered by register
## 19105 Loan was not originated or was not sold in calendar year covered by register
## 19120 Loan was not originated or was not sold in calendar year covered by register
## 19123 Loan was not originated or was not sold in calendar year covered by register
## 19129 Loan was not originated or was not sold in calendar year covered by register
## 19141 Loan was not originated or was not sold in calendar year covered by register
## 19142 Loan was not originated or was not sold in calendar year covered by register
## 19168 Loan was not originated or was not sold in calendar year covered by register
## 19177 Loan was not originated or was not sold in calendar year covered by register
## 19198 Loan was not originated or was not sold in calendar year covered by register
## 19204 Loan was not originated or was not sold in calendar year covered by register
## 19219 Loan was not originated or was not sold in calendar year covered by register
## 19225 Loan was not originated or was not sold in calendar year covered by register
## 19228      Life insurance company, credit union, mortgage bank, or finance company
## 19249 Loan was not originated or was not sold in calendar year covered by register
## 19263 Loan was not originated or was not sold in calendar year covered by register
## 19267 Loan was not originated or was not sold in calendar year covered by register
## 19269 Loan was not originated or was not sold in calendar year covered by register
## 19273 Loan was not originated or was not sold in calendar year covered by register
## 19291 Loan was not originated or was not sold in calendar year covered by register
## 19297 Loan was not originated or was not sold in calendar year covered by register
## 19325 Loan was not originated or was not sold in calendar year covered by register
## 19334                         Commercial bank, savings bank or savings association
## 19348 Loan was not originated or was not sold in calendar year covered by register
## 19367 Loan was not originated or was not sold in calendar year covered by register
## 19369 Loan was not originated or was not sold in calendar year covered by register
## 19384 Loan was not originated or was not sold in calendar year covered by register
## 19387 Loan was not originated or was not sold in calendar year covered by register
## 19393 Loan was not originated or was not sold in calendar year covered by register
## 19397                                                            Fannie Mae (FNMA)
## 19405 Loan was not originated or was not sold in calendar year covered by register
## 19411 Loan was not originated or was not sold in calendar year covered by register
## 19414                         Commercial bank, savings bank or savings association
## 19423 Loan was not originated or was not sold in calendar year covered by register
## 19437 Loan was not originated or was not sold in calendar year covered by register
## 19438 Loan was not originated or was not sold in calendar year covered by register
## 19441 Loan was not originated or was not sold in calendar year covered by register
## 19447 Loan was not originated or was not sold in calendar year covered by register
## 19451 Loan was not originated or was not sold in calendar year covered by register
## 19454 Loan was not originated or was not sold in calendar year covered by register
## 19486 Loan was not originated or was not sold in calendar year covered by register
## 19489 Loan was not originated or was not sold in calendar year covered by register
## 19516 Loan was not originated or was not sold in calendar year covered by register
## 19519 Loan was not originated or was not sold in calendar year covered by register
## 19546 Loan was not originated or was not sold in calendar year covered by register
## 19587 Loan was not originated or was not sold in calendar year covered by register
## 19602 Loan was not originated or was not sold in calendar year covered by register
## 19603 Loan was not originated or was not sold in calendar year covered by register
## 19611 Loan was not originated or was not sold in calendar year covered by register
## 19629 Loan was not originated or was not sold in calendar year covered by register
## 19655                                                          Freddie Mac (FHLMC)
## 19657 Loan was not originated or was not sold in calendar year covered by register
## 19675 Loan was not originated or was not sold in calendar year covered by register
## 19682 Loan was not originated or was not sold in calendar year covered by register
## 19691 Loan was not originated or was not sold in calendar year covered by register
## 19701 Loan was not originated or was not sold in calendar year covered by register
## 19709 Loan was not originated or was not sold in calendar year covered by register
## 19715 Loan was not originated or was not sold in calendar year covered by register
## 19720 Loan was not originated or was not sold in calendar year covered by register
## 19723 Loan was not originated or was not sold in calendar year covered by register
## 19729 Loan was not originated or was not sold in calendar year covered by register
## 19735 Loan was not originated or was not sold in calendar year covered by register
## 19753 Loan was not originated or was not sold in calendar year covered by register
## 19754 Loan was not originated or was not sold in calendar year covered by register
## 19756 Loan was not originated or was not sold in calendar year covered by register
## 19761 Loan was not originated or was not sold in calendar year covered by register
## 19762 Loan was not originated or was not sold in calendar year covered by register
## 19763 Loan was not originated or was not sold in calendar year covered by register
## 19765 Loan was not originated or was not sold in calendar year covered by register
## 19786 Loan was not originated or was not sold in calendar year covered by register
## 19789 Loan was not originated or was not sold in calendar year covered by register
## 19801 Loan was not originated or was not sold in calendar year covered by register
## 19807 Loan was not originated or was not sold in calendar year covered by register
## 19811 Loan was not originated or was not sold in calendar year covered by register
## 19816 Loan was not originated or was not sold in calendar year covered by register
## 19817 Loan was not originated or was not sold in calendar year covered by register
## 19819 Loan was not originated or was not sold in calendar year covered by register
## 19823 Loan was not originated or was not sold in calendar year covered by register
## 19835                                                       Private securitization
## 19843 Loan was not originated or was not sold in calendar year covered by register
## 19849 Loan was not originated or was not sold in calendar year covered by register
## 19855 Loan was not originated or was not sold in calendar year covered by register
## 19859 Loan was not originated or was not sold in calendar year covered by register
## 19861 Loan was not originated or was not sold in calendar year covered by register
## 19867 Loan was not originated or was not sold in calendar year covered by register
## 19873 Loan was not originated or was not sold in calendar year covered by register
## 19887 Loan was not originated or was not sold in calendar year covered by register
## 19895 Loan was not originated or was not sold in calendar year covered by register
## 19899 Loan was not originated or was not sold in calendar year covered by register
## 19901 Loan was not originated or was not sold in calendar year covered by register
## 19909 Loan was not originated or was not sold in calendar year covered by register
## 19925 Loan was not originated or was not sold in calendar year covered by register
## 19939 Loan was not originated or was not sold in calendar year covered by register
## 19940 Loan was not originated or was not sold in calendar year covered by register
## 19945 Loan was not originated or was not sold in calendar year covered by register
## 19981 Loan was not originated or was not sold in calendar year covered by register
## 19999                                                          Freddie Mac (FHLMC)
## 20027                         Commercial bank, savings bank or savings association
## 20032 Loan was not originated or was not sold in calendar year covered by register
## 20035 Loan was not originated or was not sold in calendar year covered by register
## 20044 Loan was not originated or was not sold in calendar year covered by register
## 20060 Loan was not originated or was not sold in calendar year covered by register
## 20061 Loan was not originated or was not sold in calendar year covered by register
## 20063 Loan was not originated or was not sold in calendar year covered by register
## 20072                                                          Freddie Mac (FHLMC)
## 20080 Loan was not originated or was not sold in calendar year covered by register
## 20081 Loan was not originated or was not sold in calendar year covered by register
## 20104 Loan was not originated or was not sold in calendar year covered by register
## 20116 Loan was not originated or was not sold in calendar year covered by register
## 20136                         Commercial bank, savings bank or savings association
## 20166 Loan was not originated or was not sold in calendar year covered by register
## 20167 Loan was not originated or was not sold in calendar year covered by register
## 20175 Loan was not originated or was not sold in calendar year covered by register
## 20181 Loan was not originated or was not sold in calendar year covered by register
## 20184                                                      Other type of purchaser
## 20185 Loan was not originated or was not sold in calendar year covered by register
## 20187 Loan was not originated or was not sold in calendar year covered by register
## 20198                                                          Freddie Mac (FHLMC)
## 20203 Loan was not originated or was not sold in calendar year covered by register
## 20206 Loan was not originated or was not sold in calendar year covered by register
## 20218 Loan was not originated or was not sold in calendar year covered by register
## 20227 Loan was not originated or was not sold in calendar year covered by register
## 20231 Loan was not originated or was not sold in calendar year covered by register
## 20233 Loan was not originated or was not sold in calendar year covered by register
## 20236 Loan was not originated or was not sold in calendar year covered by register
## 20237 Loan was not originated or was not sold in calendar year covered by register
## 20250 Loan was not originated or was not sold in calendar year covered by register
## 20299 Loan was not originated or was not sold in calendar year covered by register
## 20301 Loan was not originated or was not sold in calendar year covered by register
## 20302 Loan was not originated or was not sold in calendar year covered by register
## 20308 Loan was not originated or was not sold in calendar year covered by register
## 20326 Loan was not originated or was not sold in calendar year covered by register
## 20332                                                        Affiliate institution
## 20339 Loan was not originated or was not sold in calendar year covered by register
## 20341 Loan was not originated or was not sold in calendar year covered by register
## 20367 Loan was not originated or was not sold in calendar year covered by register
## 20393 Loan was not originated or was not sold in calendar year covered by register
## 20395 Loan was not originated or was not sold in calendar year covered by register
## 20398 Loan was not originated or was not sold in calendar year covered by register
## 20399 Loan was not originated or was not sold in calendar year covered by register
## 20401 Loan was not originated or was not sold in calendar year covered by register
## 20409                         Commercial bank, savings bank or savings association
## 20410 Loan was not originated or was not sold in calendar year covered by register
## 20416 Loan was not originated or was not sold in calendar year covered by register
## 20418 Loan was not originated or was not sold in calendar year covered by register
## 20428 Loan was not originated or was not sold in calendar year covered by register
## 20433 Loan was not originated or was not sold in calendar year covered by register
## 20439 Loan was not originated or was not sold in calendar year covered by register
## 20449 Loan was not originated or was not sold in calendar year covered by register
## 20459 Loan was not originated or was not sold in calendar year covered by register
## 20469 Loan was not originated or was not sold in calendar year covered by register
## 20488 Loan was not originated or was not sold in calendar year covered by register
## 20501 Loan was not originated or was not sold in calendar year covered by register
## 20511 Loan was not originated or was not sold in calendar year covered by register
## 20516 Loan was not originated or was not sold in calendar year covered by register
## 20517 Loan was not originated or was not sold in calendar year covered by register
## 20519 Loan was not originated or was not sold in calendar year covered by register
## 20521 Loan was not originated or was not sold in calendar year covered by register
## 20523 Loan was not originated or was not sold in calendar year covered by register
## 20524 Loan was not originated or was not sold in calendar year covered by register
## 20545 Loan was not originated or was not sold in calendar year covered by register
## 20560 Loan was not originated or was not sold in calendar year covered by register
## 20561 Loan was not originated or was not sold in calendar year covered by register
## 20579 Loan was not originated or was not sold in calendar year covered by register
## 20592                                                          Freddie Mac (FHLMC)
## 20596 Loan was not originated or was not sold in calendar year covered by register
## 20605                         Commercial bank, savings bank or savings association
## 20621 Loan was not originated or was not sold in calendar year covered by register
## 20631 Loan was not originated or was not sold in calendar year covered by register
## 20644 Loan was not originated or was not sold in calendar year covered by register
## 20653 Loan was not originated or was not sold in calendar year covered by register
## 20685 Loan was not originated or was not sold in calendar year covered by register
## 20686 Loan was not originated or was not sold in calendar year covered by register
## 20701 Loan was not originated or was not sold in calendar year covered by register
## 20703 Loan was not originated or was not sold in calendar year covered by register
## 20716 Loan was not originated or was not sold in calendar year covered by register
## 20723      Life insurance company, credit union, mortgage bank, or finance company
## 20728                         Commercial bank, savings bank or savings association
## 20740 Loan was not originated or was not sold in calendar year covered by register
## 20745 Loan was not originated or was not sold in calendar year covered by register
## 20765                                                          Freddie Mac (FHLMC)
## 20795 Loan was not originated or was not sold in calendar year covered by register
## 20812 Loan was not originated or was not sold in calendar year covered by register
## 20815 Loan was not originated or was not sold in calendar year covered by register
## 20824 Loan was not originated or was not sold in calendar year covered by register
## 20836 Loan was not originated or was not sold in calendar year covered by register
## 20841 Loan was not originated or was not sold in calendar year covered by register
## 20845 Loan was not originated or was not sold in calendar year covered by register
## 20849 Loan was not originated or was not sold in calendar year covered by register
## 20853 Loan was not originated or was not sold in calendar year covered by register
## 20872 Loan was not originated or was not sold in calendar year covered by register
## 20886 Loan was not originated or was not sold in calendar year covered by register
## 20897 Loan was not originated or was not sold in calendar year covered by register
## 20907 Loan was not originated or was not sold in calendar year covered by register
## 20917 Loan was not originated or was not sold in calendar year covered by register
## 20920 Loan was not originated or was not sold in calendar year covered by register
## 20926 Loan was not originated or was not sold in calendar year covered by register
## 20944 Loan was not originated or was not sold in calendar year covered by register
## 20962 Loan was not originated or was not sold in calendar year covered by register
## 20968 Loan was not originated or was not sold in calendar year covered by register
## 20980                                                            Fannie Mae (FNMA)
## 20992                                                       Private securitization
## 21003 Loan was not originated or was not sold in calendar year covered by register
## 21013 Loan was not originated or was not sold in calendar year covered by register
## 21027 Loan was not originated or was not sold in calendar year covered by register
## 21028 Loan was not originated or was not sold in calendar year covered by register
## 21046 Loan was not originated or was not sold in calendar year covered by register
## 21049 Loan was not originated or was not sold in calendar year covered by register
## 21056                                                            Fannie Mae (FNMA)
## 21095                                                          Freddie Mac (FHLMC)
## 21103 Loan was not originated or was not sold in calendar year covered by register
## 21106 Loan was not originated or was not sold in calendar year covered by register
## 21115 Loan was not originated or was not sold in calendar year covered by register
## 21117 Loan was not originated or was not sold in calendar year covered by register
## 21127 Loan was not originated or was not sold in calendar year covered by register
## 21141 Loan was not originated or was not sold in calendar year covered by register
## 21148 Loan was not originated or was not sold in calendar year covered by register
## 21153 Loan was not originated or was not sold in calendar year covered by register
## 21155 Loan was not originated or was not sold in calendar year covered by register
## 21166 Loan was not originated or was not sold in calendar year covered by register
## 21172 Loan was not originated or was not sold in calendar year covered by register
## 21173 Loan was not originated or was not sold in calendar year covered by register
## 21178 Loan was not originated or was not sold in calendar year covered by register
## 21185 Loan was not originated or was not sold in calendar year covered by register
## 21202 Loan was not originated or was not sold in calendar year covered by register
## 21208 Loan was not originated or was not sold in calendar year covered by register
## 21217 Loan was not originated or was not sold in calendar year covered by register
## 21219 Loan was not originated or was not sold in calendar year covered by register
## 21220 Loan was not originated or was not sold in calendar year covered by register
## 21229 Loan was not originated or was not sold in calendar year covered by register
## 21231 Loan was not originated or was not sold in calendar year covered by register
## 21255 Loan was not originated or was not sold in calendar year covered by register
## 21256                                                          Freddie Mac (FHLMC)
## 21261 Loan was not originated or was not sold in calendar year covered by register
## 21269 Loan was not originated or was not sold in calendar year covered by register
## 21271                                                            Fannie Mae (FNMA)
## 21277                                                       Private securitization
## 21280 Loan was not originated or was not sold in calendar year covered by register
## 21292 Loan was not originated or was not sold in calendar year covered by register
## 21295 Loan was not originated or was not sold in calendar year covered by register
## 21305 Loan was not originated or was not sold in calendar year covered by register
## 21319 Loan was not originated or was not sold in calendar year covered by register
## 21327 Loan was not originated or was not sold in calendar year covered by register
## 21328 Loan was not originated or was not sold in calendar year covered by register
## 21346 Loan was not originated or was not sold in calendar year covered by register
## 21364 Loan was not originated or was not sold in calendar year covered by register
## 21377 Loan was not originated or was not sold in calendar year covered by register
## 21391 Loan was not originated or was not sold in calendar year covered by register
## 21415 Loan was not originated or was not sold in calendar year covered by register
## 21429 Loan was not originated or was not sold in calendar year covered by register
## 21439 Loan was not originated or was not sold in calendar year covered by register
## 21445 Loan was not originated or was not sold in calendar year covered by register
## 21457 Loan was not originated or was not sold in calendar year covered by register
## 21487 Loan was not originated or was not sold in calendar year covered by register
## 21505 Loan was not originated or was not sold in calendar year covered by register
## 21511 Loan was not originated or was not sold in calendar year covered by register
## 21522 Loan was not originated or was not sold in calendar year covered by register
## 21532 Loan was not originated or was not sold in calendar year covered by register
## 21533 Loan was not originated or was not sold in calendar year covered by register
## 21538 Loan was not originated or was not sold in calendar year covered by register
## 21545 Loan was not originated or was not sold in calendar year covered by register
## 21557 Loan was not originated or was not sold in calendar year covered by register
## 21563 Loan was not originated or was not sold in calendar year covered by register
## 21571 Loan was not originated or was not sold in calendar year covered by register
## 21574                                                            Fannie Mae (FNMA)
## 21575 Loan was not originated or was not sold in calendar year covered by register
## 21587 Loan was not originated or was not sold in calendar year covered by register
## 21589 Loan was not originated or was not sold in calendar year covered by register
## 21592 Loan was not originated or was not sold in calendar year covered by register
## 21597      Life insurance company, credit union, mortgage bank, or finance company
## 21607 Loan was not originated or was not sold in calendar year covered by register
## 21609 Loan was not originated or was not sold in calendar year covered by register
## 21622 Loan was not originated or was not sold in calendar year covered by register
## 21635 Loan was not originated or was not sold in calendar year covered by register
## 21638 Loan was not originated or was not sold in calendar year covered by register
## 21643 Loan was not originated or was not sold in calendar year covered by register
## 21664 Loan was not originated or was not sold in calendar year covered by register
## 21679 Loan was not originated or was not sold in calendar year covered by register
## 21712 Loan was not originated or was not sold in calendar year covered by register
## 21713 Loan was not originated or was not sold in calendar year covered by register
## 21718 Loan was not originated or was not sold in calendar year covered by register
## 21721 Loan was not originated or was not sold in calendar year covered by register
## 21723 Loan was not originated or was not sold in calendar year covered by register
## 21725 Loan was not originated or was not sold in calendar year covered by register
## 21727 Loan was not originated or was not sold in calendar year covered by register
## 21733 Loan was not originated or was not sold in calendar year covered by register
## 21736 Loan was not originated or was not sold in calendar year covered by register
## 21739 Loan was not originated or was not sold in calendar year covered by register
## 21743 Loan was not originated or was not sold in calendar year covered by register
## 21745 Loan was not originated or was not sold in calendar year covered by register
## 21751 Loan was not originated or was not sold in calendar year covered by register
## 21760 Loan was not originated or was not sold in calendar year covered by register
## 21778 Loan was not originated or was not sold in calendar year covered by register
## 21787 Loan was not originated or was not sold in calendar year covered by register
## 21797 Loan was not originated or was not sold in calendar year covered by register
## 21808 Loan was not originated or was not sold in calendar year covered by register
## 21822 Loan was not originated or was not sold in calendar year covered by register
## 21839 Loan was not originated or was not sold in calendar year covered by register
## 21856 Loan was not originated or was not sold in calendar year covered by register
## 21871 Loan was not originated or was not sold in calendar year covered by register
## 21877 Loan was not originated or was not sold in calendar year covered by register
## 21881 Loan was not originated or was not sold in calendar year covered by register
## 21886 Loan was not originated or was not sold in calendar year covered by register
## 21903 Loan was not originated or was not sold in calendar year covered by register
## 21905 Loan was not originated or was not sold in calendar year covered by register
## 21909 Loan was not originated or was not sold in calendar year covered by register
## 21921                                                            Fannie Mae (FNMA)
## 21931 Loan was not originated or was not sold in calendar year covered by register
## 21940 Loan was not originated or was not sold in calendar year covered by register
## 21969 Loan was not originated or was not sold in calendar year covered by register
## 21975 Loan was not originated or was not sold in calendar year covered by register
## 21995                                                      Other type of purchaser
## 21996 Loan was not originated or was not sold in calendar year covered by register
## 22054 Loan was not originated or was not sold in calendar year covered by register
## 22066 Loan was not originated or was not sold in calendar year covered by register
## 22095 Loan was not originated or was not sold in calendar year covered by register
## 22102 Loan was not originated or was not sold in calendar year covered by register
## 22105 Loan was not originated or was not sold in calendar year covered by register
## 22108                         Commercial bank, savings bank or savings association
## 22153 Loan was not originated or was not sold in calendar year covered by register
## 22204 Loan was not originated or was not sold in calendar year covered by register
## 22215 Loan was not originated or was not sold in calendar year covered by register
## 22265 Loan was not originated or was not sold in calendar year covered by register
## 22271 Loan was not originated or was not sold in calendar year covered by register
## 22291 Loan was not originated or was not sold in calendar year covered by register
## 22294 Loan was not originated or was not sold in calendar year covered by register
## 22303 Loan was not originated or was not sold in calendar year covered by register
## 22307 Loan was not originated or was not sold in calendar year covered by register
## 22329 Loan was not originated or was not sold in calendar year covered by register
## 22333 Loan was not originated or was not sold in calendar year covered by register
## 22336 Loan was not originated or was not sold in calendar year covered by register
## 22339 Loan was not originated or was not sold in calendar year covered by register
## 22343 Loan was not originated or was not sold in calendar year covered by register
## 22347 Loan was not originated or was not sold in calendar year covered by register
## 22348 Loan was not originated or was not sold in calendar year covered by register
## 22355 Loan was not originated or was not sold in calendar year covered by register
## 22361 Loan was not originated or was not sold in calendar year covered by register
## 22373                                                      Other type of purchaser
## 22395 Loan was not originated or was not sold in calendar year covered by register
## 22400 Loan was not originated or was not sold in calendar year covered by register
## 22411 Loan was not originated or was not sold in calendar year covered by register
## 22413 Loan was not originated or was not sold in calendar year covered by register
## 22414 Loan was not originated or was not sold in calendar year covered by register
## 22427 Loan was not originated or was not sold in calendar year covered by register
## 22433 Loan was not originated or was not sold in calendar year covered by register
## 22435 Loan was not originated or was not sold in calendar year covered by register
## 22453                                                          Freddie Mac (FHLMC)
## 22455                                                      Other type of purchaser
## 22463 Loan was not originated or was not sold in calendar year covered by register
## 22468                                                            Fannie Mae (FNMA)
## 22475 Loan was not originated or was not sold in calendar year covered by register
## 22492 Loan was not originated or was not sold in calendar year covered by register
## 22497 Loan was not originated or was not sold in calendar year covered by register
## 22503 Loan was not originated or was not sold in calendar year covered by register
## 22515 Loan was not originated or was not sold in calendar year covered by register
## 22517 Loan was not originated or was not sold in calendar year covered by register
## 22522 Loan was not originated or was not sold in calendar year covered by register
## 22526 Loan was not originated or was not sold in calendar year covered by register
## 22528 Loan was not originated or was not sold in calendar year covered by register
## 22535 Loan was not originated or was not sold in calendar year covered by register
## 22537 Loan was not originated or was not sold in calendar year covered by register
## 22547 Loan was not originated or was not sold in calendar year covered by register
## 22551 Loan was not originated or was not sold in calendar year covered by register
## 22552 Loan was not originated or was not sold in calendar year covered by register
## 22558 Loan was not originated or was not sold in calendar year covered by register
## 22567 Loan was not originated or was not sold in calendar year covered by register
## 22576 Loan was not originated or was not sold in calendar year covered by register
## 22579 Loan was not originated or was not sold in calendar year covered by register
## 22583 Loan was not originated or was not sold in calendar year covered by register
## 22589 Loan was not originated or was not sold in calendar year covered by register
## 22591 Loan was not originated or was not sold in calendar year covered by register
## 22595 Loan was not originated or was not sold in calendar year covered by register
## 22606 Loan was not originated or was not sold in calendar year covered by register
## 22612 Loan was not originated or was not sold in calendar year covered by register
## 22615 Loan was not originated or was not sold in calendar year covered by register
## 22619 Loan was not originated or was not sold in calendar year covered by register
## 22624 Loan was not originated or was not sold in calendar year covered by register
## 22636 Loan was not originated or was not sold in calendar year covered by register
## 22637 Loan was not originated or was not sold in calendar year covered by register
## 22643 Loan was not originated or was not sold in calendar year covered by register
## 22648 Loan was not originated or was not sold in calendar year covered by register
## 22651 Loan was not originated or was not sold in calendar year covered by register
## 22665 Loan was not originated or was not sold in calendar year covered by register
## 22666 Loan was not originated or was not sold in calendar year covered by register
## 22677 Loan was not originated or was not sold in calendar year covered by register
## 22679 Loan was not originated or was not sold in calendar year covered by register
## 22681 Loan was not originated or was not sold in calendar year covered by register
## 22684                                                      Other type of purchaser
## 22685 Loan was not originated or was not sold in calendar year covered by register
## 22695 Loan was not originated or was not sold in calendar year covered by register
## 22696 Loan was not originated or was not sold in calendar year covered by register
## 22697 Loan was not originated or was not sold in calendar year covered by register
## 22709 Loan was not originated or was not sold in calendar year covered by register
## 22711 Loan was not originated or was not sold in calendar year covered by register
## 22715 Loan was not originated or was not sold in calendar year covered by register
## 22717 Loan was not originated or was not sold in calendar year covered by register
## 22723 Loan was not originated or was not sold in calendar year covered by register
## 22735 Loan was not originated or was not sold in calendar year covered by register
## 22738                                                      Other type of purchaser
## 22741 Loan was not originated or was not sold in calendar year covered by register
## 22744 Loan was not originated or was not sold in calendar year covered by register
## 22745 Loan was not originated or was not sold in calendar year covered by register
## 22756 Loan was not originated or was not sold in calendar year covered by register
## 22762                                                            Fannie Mae (FNMA)
## 22763      Life insurance company, credit union, mortgage bank, or finance company
## 22767 Loan was not originated or was not sold in calendar year covered by register
## 22786 Loan was not originated or was not sold in calendar year covered by register
## 22792 Loan was not originated or was not sold in calendar year covered by register
## 22803 Loan was not originated or was not sold in calendar year covered by register
## 22805 Loan was not originated or was not sold in calendar year covered by register
## 22810 Loan was not originated or was not sold in calendar year covered by register
## 22815 Loan was not originated or was not sold in calendar year covered by register
## 22823 Loan was not originated or was not sold in calendar year covered by register
## 22834 Loan was not originated or was not sold in calendar year covered by register
## 22846 Loan was not originated or was not sold in calendar year covered by register
## 22852 Loan was not originated or was not sold in calendar year covered by register
## 22855 Loan was not originated or was not sold in calendar year covered by register
## 22866                                                          Freddie Mac (FHLMC)
## 22903 Loan was not originated or was not sold in calendar year covered by register
## 22911 Loan was not originated or was not sold in calendar year covered by register
## 22963 Loan was not originated or was not sold in calendar year covered by register
## 22981 Loan was not originated or was not sold in calendar year covered by register
## 22996 Loan was not originated or was not sold in calendar year covered by register
## 23019 Loan was not originated or was not sold in calendar year covered by register
## 23020                         Commercial bank, savings bank or savings association
## 23029 Loan was not originated or was not sold in calendar year covered by register
## 23038 Loan was not originated or was not sold in calendar year covered by register
## 23039 Loan was not originated or was not sold in calendar year covered by register
## 23053 Loan was not originated or was not sold in calendar year covered by register
## 23066 Loan was not originated or was not sold in calendar year covered by register
## 23071                                                            Fannie Mae (FNMA)
## 23078 Loan was not originated or was not sold in calendar year covered by register
## 23079 Loan was not originated or was not sold in calendar year covered by register
## 23089 Loan was not originated or was not sold in calendar year covered by register
## 23095 Loan was not originated or was not sold in calendar year covered by register
## 23104 Loan was not originated or was not sold in calendar year covered by register
## 23107 Loan was not originated or was not sold in calendar year covered by register
## 23113 Loan was not originated or was not sold in calendar year covered by register
## 23125 Loan was not originated or was not sold in calendar year covered by register
## 23143 Loan was not originated or was not sold in calendar year covered by register
## 23149 Loan was not originated or was not sold in calendar year covered by register
## 23151 Loan was not originated or was not sold in calendar year covered by register
## 23155 Loan was not originated or was not sold in calendar year covered by register
## 23157 Loan was not originated or was not sold in calendar year covered by register
## 23158                                                          Freddie Mac (FHLMC)
## 23167 Loan was not originated or was not sold in calendar year covered by register
## 23173 Loan was not originated or was not sold in calendar year covered by register
## 23182 Loan was not originated or was not sold in calendar year covered by register
## 23224 Loan was not originated or was not sold in calendar year covered by register
## 23230 Loan was not originated or was not sold in calendar year covered by register
## 23245 Loan was not originated or was not sold in calendar year covered by register
## 23254 Loan was not originated or was not sold in calendar year covered by register
## 23257 Loan was not originated or was not sold in calendar year covered by register
## 23265 Loan was not originated or was not sold in calendar year covered by register
## 23299 Loan was not originated or was not sold in calendar year covered by register
## 23302 Loan was not originated or was not sold in calendar year covered by register
## 23321 Loan was not originated or was not sold in calendar year covered by register
## 23325 Loan was not originated or was not sold in calendar year covered by register
## 23329 Loan was not originated or was not sold in calendar year covered by register
## 23337 Loan was not originated or was not sold in calendar year covered by register
## 23356                                                        Affiliate institution
## 23369 Loan was not originated or was not sold in calendar year covered by register
## 23387 Loan was not originated or was not sold in calendar year covered by register
## 23407 Loan was not originated or was not sold in calendar year covered by register
## 23416 Loan was not originated or was not sold in calendar year covered by register
## 23423 Loan was not originated or was not sold in calendar year covered by register
## 23432 Loan was not originated or was not sold in calendar year covered by register
## 23435 Loan was not originated or was not sold in calendar year covered by register
## 23446 Loan was not originated or was not sold in calendar year covered by register
## 23449 Loan was not originated or was not sold in calendar year covered by register
## 23452 Loan was not originated or was not sold in calendar year covered by register
## 23475 Loan was not originated or was not sold in calendar year covered by register
## 23479 Loan was not originated or was not sold in calendar year covered by register
## 23480 Loan was not originated or was not sold in calendar year covered by register
## 23481 Loan was not originated or was not sold in calendar year covered by register
## 23485 Loan was not originated or was not sold in calendar year covered by register
## 23507 Loan was not originated or was not sold in calendar year covered by register
## 23522 Loan was not originated or was not sold in calendar year covered by register
## 23539 Loan was not originated or was not sold in calendar year covered by register
## 23545 Loan was not originated or was not sold in calendar year covered by register
## 23547 Loan was not originated or was not sold in calendar year covered by register
## 23563 Loan was not originated or was not sold in calendar year covered by register
## 23566 Loan was not originated or was not sold in calendar year covered by register
## 23573 Loan was not originated or was not sold in calendar year covered by register
## 23576 Loan was not originated or was not sold in calendar year covered by register
## 23584 Loan was not originated or was not sold in calendar year covered by register
## 23593 Loan was not originated or was not sold in calendar year covered by register
## 23596 Loan was not originated or was not sold in calendar year covered by register
## 23599 Loan was not originated or was not sold in calendar year covered by register
## 23606                                                            Fannie Mae (FNMA)
## 23607 Loan was not originated or was not sold in calendar year covered by register
## 23608 Loan was not originated or was not sold in calendar year covered by register
## 23619 Loan was not originated or was not sold in calendar year covered by register
## 23629 Loan was not originated or was not sold in calendar year covered by register
## 23631 Loan was not originated or was not sold in calendar year covered by register
## 23648 Loan was not originated or was not sold in calendar year covered by register
## 23656 Loan was not originated or was not sold in calendar year covered by register
## 23659                                                            Fannie Mae (FNMA)
## 23665 Loan was not originated or was not sold in calendar year covered by register
## 23671 Loan was not originated or was not sold in calendar year covered by register
## 23677 Loan was not originated or was not sold in calendar year covered by register
## 23683 Loan was not originated or was not sold in calendar year covered by register
## 23689 Loan was not originated or was not sold in calendar year covered by register
## 23707 Loan was not originated or was not sold in calendar year covered by register
## 23714 Loan was not originated or was not sold in calendar year covered by register
## 23741      Life insurance company, credit union, mortgage bank, or finance company
## 23755 Loan was not originated or was not sold in calendar year covered by register
## 23757 Loan was not originated or was not sold in calendar year covered by register
## 23783 Loan was not originated or was not sold in calendar year covered by register
## 23788 Loan was not originated or was not sold in calendar year covered by register
## 23800 Loan was not originated or was not sold in calendar year covered by register
## 23803                                                            Fannie Mae (FNMA)
## 23807 Loan was not originated or was not sold in calendar year covered by register
## 23821 Loan was not originated or was not sold in calendar year covered by register
## 23824 Loan was not originated or was not sold in calendar year covered by register
## 23836 Loan was not originated or was not sold in calendar year covered by register
## 23848 Loan was not originated or was not sold in calendar year covered by register
## 23853 Loan was not originated or was not sold in calendar year covered by register
## 23871 Loan was not originated or was not sold in calendar year covered by register
## 23883 Loan was not originated or was not sold in calendar year covered by register
## 23890 Loan was not originated or was not sold in calendar year covered by register
## 23909 Loan was not originated or was not sold in calendar year covered by register
## 23914 Loan was not originated or was not sold in calendar year covered by register
## 23918 Loan was not originated or was not sold in calendar year covered by register
## 23919 Loan was not originated or was not sold in calendar year covered by register
## 23926 Loan was not originated or was not sold in calendar year covered by register
## 23930 Loan was not originated or was not sold in calendar year covered by register
## 23931 Loan was not originated or was not sold in calendar year covered by register
## 23943 Loan was not originated or was not sold in calendar year covered by register
## 23947 Loan was not originated or was not sold in calendar year covered by register
## 23950 Loan was not originated or was not sold in calendar year covered by register
## 23963 Loan was not originated or was not sold in calendar year covered by register
## 23969 Loan was not originated or was not sold in calendar year covered by register
## 23974 Loan was not originated or was not sold in calendar year covered by register
## 23979 Loan was not originated or was not sold in calendar year covered by register
## 23984 Loan was not originated or was not sold in calendar year covered by register
## 23987 Loan was not originated or was not sold in calendar year covered by register
## 24004 Loan was not originated or was not sold in calendar year covered by register
## 24014 Loan was not originated or was not sold in calendar year covered by register
## 24023 Loan was not originated or was not sold in calendar year covered by register
## 24029 Loan was not originated or was not sold in calendar year covered by register
## 24031 Loan was not originated or was not sold in calendar year covered by register
## 24033 Loan was not originated or was not sold in calendar year covered by register
## 24040 Loan was not originated or was not sold in calendar year covered by register
## 24046 Loan was not originated or was not sold in calendar year covered by register
## 24050 Loan was not originated or was not sold in calendar year covered by register
## 24051 Loan was not originated or was not sold in calendar year covered by register
## 24081 Loan was not originated or was not sold in calendar year covered by register
## 24087 Loan was not originated or was not sold in calendar year covered by register
## 24098 Loan was not originated or was not sold in calendar year covered by register
## 24105 Loan was not originated or was not sold in calendar year covered by register
## 24107 Loan was not originated or was not sold in calendar year covered by register
## 24122 Loan was not originated or was not sold in calendar year covered by register
## 24128 Loan was not originated or was not sold in calendar year covered by register
## 24140 Loan was not originated or was not sold in calendar year covered by register
## 24145 Loan was not originated or was not sold in calendar year covered by register
## 24147 Loan was not originated or was not sold in calendar year covered by register
## 24164 Loan was not originated or was not sold in calendar year covered by register
## 24165 Loan was not originated or was not sold in calendar year covered by register
## 24172 Loan was not originated or was not sold in calendar year covered by register
## 24182 Loan was not originated or was not sold in calendar year covered by register
## 24185                                                            Fannie Mae (FNMA)
## 24210 Loan was not originated or was not sold in calendar year covered by register
## 24213 Loan was not originated or was not sold in calendar year covered by register
## 24217 Loan was not originated or was not sold in calendar year covered by register
## 24223 Loan was not originated or was not sold in calendar year covered by register
## 24225 Loan was not originated or was not sold in calendar year covered by register
## 24232 Loan was not originated or was not sold in calendar year covered by register
## 24233 Loan was not originated or was not sold in calendar year covered by register
## 24236 Loan was not originated or was not sold in calendar year covered by register
## 24245 Loan was not originated or was not sold in calendar year covered by register
## 24248 Loan was not originated or was not sold in calendar year covered by register
## 24254 Loan was not originated or was not sold in calendar year covered by register
## 24272 Loan was not originated or was not sold in calendar year covered by register
## 24280 Loan was not originated or was not sold in calendar year covered by register
## 24284 Loan was not originated or was not sold in calendar year covered by register
## 24290 Loan was not originated or was not sold in calendar year covered by register
## 24292 Loan was not originated or was not sold in calendar year covered by register
## 24310 Loan was not originated or was not sold in calendar year covered by register
## 24311 Loan was not originated or was not sold in calendar year covered by register
## 24313                                                            Fannie Mae (FNMA)
## 24314 Loan was not originated or was not sold in calendar year covered by register
## 24325                                                      Other type of purchaser
## 24334 Loan was not originated or was not sold in calendar year covered by register
## 24341 Loan was not originated or was not sold in calendar year covered by register
## 24350 Loan was not originated or was not sold in calendar year covered by register
## 24352 Loan was not originated or was not sold in calendar year covered by register
## 24359 Loan was not originated or was not sold in calendar year covered by register
## 24365 Loan was not originated or was not sold in calendar year covered by register
## 24371 Loan was not originated or was not sold in calendar year covered by register
## 24377 Loan was not originated or was not sold in calendar year covered by register
## 24389 Loan was not originated or was not sold in calendar year covered by register
## 24395 Loan was not originated or was not sold in calendar year covered by register
## 24410 Loan was not originated or was not sold in calendar year covered by register
## 24423 Loan was not originated or was not sold in calendar year covered by register
## 24425                         Commercial bank, savings bank or savings association
## 24449 Loan was not originated or was not sold in calendar year covered by register
## 24454 Loan was not originated or was not sold in calendar year covered by register
## 24464 Loan was not originated or was not sold in calendar year covered by register
## 24466 Loan was not originated or was not sold in calendar year covered by register
## 24472 Loan was not originated or was not sold in calendar year covered by register
## 24473 Loan was not originated or was not sold in calendar year covered by register
## 24488 Loan was not originated or was not sold in calendar year covered by register
## 24490 Loan was not originated or was not sold in calendar year covered by register
## 24506 Loan was not originated or was not sold in calendar year covered by register
## 24524 Loan was not originated or was not sold in calendar year covered by register
## 24549 Loan was not originated or was not sold in calendar year covered by register
## 24554 Loan was not originated or was not sold in calendar year covered by register
## 24566 Loan was not originated or was not sold in calendar year covered by register
## 24572 Loan was not originated or was not sold in calendar year covered by register
## 24578 Loan was not originated or was not sold in calendar year covered by register
## 24584 Loan was not originated or was not sold in calendar year covered by register
## 24590 Loan was not originated or was not sold in calendar year covered by register
## 24596 Loan was not originated or was not sold in calendar year covered by register
## 24602 Loan was not originated or was not sold in calendar year covered by register
## 24608 Loan was not originated or was not sold in calendar year covered by register
## 24610 Loan was not originated or was not sold in calendar year covered by register
## 24614 Loan was not originated or was not sold in calendar year covered by register
## 24658 Loan was not originated or was not sold in calendar year covered by register
## 24670 Loan was not originated or was not sold in calendar year covered by register
## 24675 Loan was not originated or was not sold in calendar year covered by register
## 24682 Loan was not originated or was not sold in calendar year covered by register
## 24700 Loan was not originated or was not sold in calendar year covered by register
## 24722 Loan was not originated or was not sold in calendar year covered by register
## 24723 Loan was not originated or was not sold in calendar year covered by register
## 24724 Loan was not originated or was not sold in calendar year covered by register
## 24740 Loan was not originated or was not sold in calendar year covered by register
## 24748 Loan was not originated or was not sold in calendar year covered by register
## 24785 Loan was not originated or was not sold in calendar year covered by register
## 24788 Loan was not originated or was not sold in calendar year covered by register
## 24795 Loan was not originated or was not sold in calendar year covered by register
## 24796 Loan was not originated or was not sold in calendar year covered by register
## 24813 Loan was not originated or was not sold in calendar year covered by register
## 24835 Loan was not originated or was not sold in calendar year covered by register
## 24837 Loan was not originated or was not sold in calendar year covered by register
## 24843 Loan was not originated or was not sold in calendar year covered by register
## 24854 Loan was not originated or was not sold in calendar year covered by register
## 24860                                                            Fannie Mae (FNMA)
## 24865 Loan was not originated or was not sold in calendar year covered by register
## 24886 Loan was not originated or was not sold in calendar year covered by register
## 24892 Loan was not originated or was not sold in calendar year covered by register
## 24927 Loan was not originated or was not sold in calendar year covered by register
## 24928 Loan was not originated or was not sold in calendar year covered by register
## 24940 Loan was not originated or was not sold in calendar year covered by register
## 24946 Loan was not originated or was not sold in calendar year covered by register
## 24950 Loan was not originated or was not sold in calendar year covered by register
## 24951 Loan was not originated or was not sold in calendar year covered by register
## 24956 Loan was not originated or was not sold in calendar year covered by register
## 24965 Loan was not originated or was not sold in calendar year covered by register
## 24975 Loan was not originated or was not sold in calendar year covered by register
## 24976 Loan was not originated or was not sold in calendar year covered by register
## 24982 Loan was not originated or was not sold in calendar year covered by register
## 24999 Loan was not originated or was not sold in calendar year covered by register
## 25011 Loan was not originated or was not sold in calendar year covered by register
## 25017 Loan was not originated or was not sold in calendar year covered by register
## 25027 Loan was not originated or was not sold in calendar year covered by register
## 25046 Loan was not originated or was not sold in calendar year covered by register
## 25089 Loan was not originated or was not sold in calendar year covered by register
## 25102 Loan was not originated or was not sold in calendar year covered by register
## 25149 Loan was not originated or was not sold in calendar year covered by register
## 25172 Loan was not originated or was not sold in calendar year covered by register
## 25173 Loan was not originated or was not sold in calendar year covered by register
## 25185 Loan was not originated or was not sold in calendar year covered by register
## 25196                                                          Freddie Mac (FHLMC)
## 25210 Loan was not originated or was not sold in calendar year covered by register
## 25222 Loan was not originated or was not sold in calendar year covered by register
## 25240                                                            Fannie Mae (FNMA)
## 25294 Loan was not originated or was not sold in calendar year covered by register
## 25304 Loan was not originated or was not sold in calendar year covered by register
## 25305 Loan was not originated or was not sold in calendar year covered by register
## 25318 Loan was not originated or was not sold in calendar year covered by register
## 25336                                                      Other type of purchaser
## 25365 Loan was not originated or was not sold in calendar year covered by register
## 25400 Loan was not originated or was not sold in calendar year covered by register
## 25406 Loan was not originated or was not sold in calendar year covered by register
## 25426 Loan was not originated or was not sold in calendar year covered by register
## 25431 Loan was not originated or was not sold in calendar year covered by register
## 25450 Loan was not originated or was not sold in calendar year covered by register
## 25461 Loan was not originated or was not sold in calendar year covered by register
## 25491 Loan was not originated or was not sold in calendar year covered by register
## 25503 Loan was not originated or was not sold in calendar year covered by register
## 25504                                                            Fannie Mae (FNMA)
## 25534 Loan was not originated or was not sold in calendar year covered by register
## 25540 Loan was not originated or was not sold in calendar year covered by register
## 25577                                                            Fannie Mae (FNMA)
## 25588 Loan was not originated or was not sold in calendar year covered by register
## 25612 Loan was not originated or was not sold in calendar year covered by register
## 25654 Loan was not originated or was not sold in calendar year covered by register
## 25660                                                        Affiliate institution
## 25675 Loan was not originated or was not sold in calendar year covered by register
## 25681 Loan was not originated or was not sold in calendar year covered by register
## 25696 Loan was not originated or was not sold in calendar year covered by register
## 25702 Loan was not originated or was not sold in calendar year covered by register
## 25705 Loan was not originated or was not sold in calendar year covered by register
## 25756 Loan was not originated or was not sold in calendar year covered by register
## 25771 Loan was not originated or was not sold in calendar year covered by register
## 25774 Loan was not originated or was not sold in calendar year covered by register
## 25796 Loan was not originated or was not sold in calendar year covered by register
## 25803 Loan was not originated or was not sold in calendar year covered by register
## 25810 Loan was not originated or was not sold in calendar year covered by register
## 25885                                                            Fannie Mae (FNMA)
## 25894                         Commercial bank, savings bank or savings association
## 25906 Loan was not originated or was not sold in calendar year covered by register
## 25912 Loan was not originated or was not sold in calendar year covered by register
## 25931                                                          Freddie Mac (FHLMC)
## 25937 Loan was not originated or was not sold in calendar year covered by register
## 25939 Loan was not originated or was not sold in calendar year covered by register
## 25945                                                          Freddie Mac (FHLMC)
## 25948 Loan was not originated or was not sold in calendar year covered by register
## 25957 Loan was not originated or was not sold in calendar year covered by register
## 25971 Loan was not originated or was not sold in calendar year covered by register
## 26038 Loan was not originated or was not sold in calendar year covered by register
## 26067 Loan was not originated or was not sold in calendar year covered by register
## 26068 Loan was not originated or was not sold in calendar year covered by register
## 26077                                                          Freddie Mac (FHLMC)
## 26080 Loan was not originated or was not sold in calendar year covered by register
## 26126 Loan was not originated or was not sold in calendar year covered by register
## 26131 Loan was not originated or was not sold in calendar year covered by register
## 26143                                                          Freddie Mac (FHLMC)
## 26155                                                          Freddie Mac (FHLMC)
## 26184                                                            Ginnie Mae (GNMA)
## 26188                                                            Fannie Mae (FNMA)
## 26194 Loan was not originated or was not sold in calendar year covered by register
## 26296 Loan was not originated or was not sold in calendar year covered by register
## 26314 Loan was not originated or was not sold in calendar year covered by register
## 26321      Life insurance company, credit union, mortgage bank, or finance company
## 26327                                                          Freddie Mac (FHLMC)
## 26365 Loan was not originated or was not sold in calendar year covered by register
## 26371                                                            Fannie Mae (FNMA)
## 26385 Loan was not originated or was not sold in calendar year covered by register
## 26393 Loan was not originated or was not sold in calendar year covered by register
## 26398 Loan was not originated or was not sold in calendar year covered by register
## 26401 Loan was not originated or was not sold in calendar year covered by register
## 26431 Loan was not originated or was not sold in calendar year covered by register
## 26432 Loan was not originated or was not sold in calendar year covered by register
## 26443 Loan was not originated or was not sold in calendar year covered by register
## 26455 Loan was not originated or was not sold in calendar year covered by register
## 26457 Loan was not originated or was not sold in calendar year covered by register
## 26464 Loan was not originated or was not sold in calendar year covered by register
## 26485 Loan was not originated or was not sold in calendar year covered by register
## 26488 Loan was not originated or was not sold in calendar year covered by register
## 26506 Loan was not originated or was not sold in calendar year covered by register
## 26521 Loan was not originated or was not sold in calendar year covered by register
## 26527                                                          Freddie Mac (FHLMC)
## 26530 Loan was not originated or was not sold in calendar year covered by register
## 26542 Loan was not originated or was not sold in calendar year covered by register
## 26557 Loan was not originated or was not sold in calendar year covered by register
## 26563                                                            Fannie Mae (FNMA)
## 26572 Loan was not originated or was not sold in calendar year covered by register
## 26575                         Commercial bank, savings bank or savings association
## 26596 Loan was not originated or was not sold in calendar year covered by register
## 26601 Loan was not originated or was not sold in calendar year covered by register
## 26608 Loan was not originated or was not sold in calendar year covered by register
## 26609 Loan was not originated or was not sold in calendar year covered by register
## 26620 Loan was not originated or was not sold in calendar year covered by register
## 26625 Loan was not originated or was not sold in calendar year covered by register
## 26650 Loan was not originated or was not sold in calendar year covered by register
## 26651 Loan was not originated or was not sold in calendar year covered by register
## 26683 Loan was not originated or was not sold in calendar year covered by register
## 26708 Loan was not originated or was not sold in calendar year covered by register
## 26725 Loan was not originated or was not sold in calendar year covered by register
## 26737                                                            Fannie Mae (FNMA)
## 26770 Loan was not originated or was not sold in calendar year covered by register
## 26776 Loan was not originated or was not sold in calendar year covered by register
## 26782 Loan was not originated or was not sold in calendar year covered by register
## 26794 Loan was not originated or was not sold in calendar year covered by register
## 26799 Loan was not originated or was not sold in calendar year covered by register
## 26800 Loan was not originated or was not sold in calendar year covered by register
## 26851 Loan was not originated or was not sold in calendar year covered by register
## 26869 Loan was not originated or was not sold in calendar year covered by register
## 26902 Loan was not originated or was not sold in calendar year covered by register
## 26950 Loan was not originated or was not sold in calendar year covered by register
## 26956 Loan was not originated or was not sold in calendar year covered by register
## 26983 Loan was not originated or was not sold in calendar year covered by register
## 27000                                                            Fannie Mae (FNMA)
## 27055                                                            Fannie Mae (FNMA)
## 27075 Loan was not originated or was not sold in calendar year covered by register
## 27077 Loan was not originated or was not sold in calendar year covered by register
## 27082 Loan was not originated or was not sold in calendar year covered by register
## 27092 Loan was not originated or was not sold in calendar year covered by register
## 27111                                                          Freddie Mac (FHLMC)
## 27136 Loan was not originated or was not sold in calendar year covered by register
## 27163 Loan was not originated or was not sold in calendar year covered by register
## 27184 Loan was not originated or was not sold in calendar year covered by register
## 27190 Loan was not originated or was not sold in calendar year covered by register
## 27191 Loan was not originated or was not sold in calendar year covered by register
## 27196 Loan was not originated or was not sold in calendar year covered by register
## 27214 Loan was not originated or was not sold in calendar year covered by register
## 27217 Loan was not originated or was not sold in calendar year covered by register
## 27227 Loan was not originated or was not sold in calendar year covered by register
## 27245 Loan was not originated or was not sold in calendar year covered by register
## 27249                                                            Fannie Mae (FNMA)
## 27265 Loan was not originated or was not sold in calendar year covered by register
## 27293 Loan was not originated or was not sold in calendar year covered by register
## 27301 Loan was not originated or was not sold in calendar year covered by register
## 27304      Life insurance company, credit union, mortgage bank, or finance company
## 27309 Loan was not originated or was not sold in calendar year covered by register
## 27316 Loan was not originated or was not sold in calendar year covered by register
## 27322 Loan was not originated or was not sold in calendar year covered by register
## 27328 Loan was not originated or was not sold in calendar year covered by register
## 27334 Loan was not originated or was not sold in calendar year covered by register
## 27338 Loan was not originated or was not sold in calendar year covered by register
## 27387 Loan was not originated or was not sold in calendar year covered by register
## 27389 Loan was not originated or was not sold in calendar year covered by register
## 27439 Loan was not originated or was not sold in calendar year covered by register
## 27447 Loan was not originated or was not sold in calendar year covered by register
## 27477                                                            Fannie Mae (FNMA)
## 27505 Loan was not originated or was not sold in calendar year covered by register
## 27508 Loan was not originated or was not sold in calendar year covered by register
## 27511 Loan was not originated or was not sold in calendar year covered by register
## 27520 Loan was not originated or was not sold in calendar year covered by register
## 27528 Loan was not originated or was not sold in calendar year covered by register
## 27592 Loan was not originated or was not sold in calendar year covered by register
## 27602 Loan was not originated or was not sold in calendar year covered by register
## 27623                                                          Freddie Mac (FHLMC)
## 27625 Loan was not originated or was not sold in calendar year covered by register
## 27637 Loan was not originated or was not sold in calendar year covered by register
## 27640 Loan was not originated or was not sold in calendar year covered by register
## 27643 Loan was not originated or was not sold in calendar year covered by register
## 27652                                                            Fannie Mae (FNMA)
## 27745 Loan was not originated or was not sold in calendar year covered by register
## 27778 Loan was not originated or was not sold in calendar year covered by register
## 27794 Loan was not originated or was not sold in calendar year covered by register
## 27808                                                          Freddie Mac (FHLMC)
## 27811 Loan was not originated or was not sold in calendar year covered by register
## 27814 Loan was not originated or was not sold in calendar year covered by register
## 27826 Loan was not originated or was not sold in calendar year covered by register
## 27856                                                            Fannie Mae (FNMA)
## 27861 Loan was not originated or was not sold in calendar year covered by register
## 27874 Loan was not originated or was not sold in calendar year covered by register
## 27875 Loan was not originated or was not sold in calendar year covered by register
## 27880 Loan was not originated or was not sold in calendar year covered by register
## 27886 Loan was not originated or was not sold in calendar year covered by register
## 27922 Loan was not originated or was not sold in calendar year covered by register
## 27934                                                            Fannie Mae (FNMA)
## 27944 Loan was not originated or was not sold in calendar year covered by register
## 27946                                                        Affiliate institution
## 27952 Loan was not originated or was not sold in calendar year covered by register
## 27956 Loan was not originated or was not sold in calendar year covered by register
## 27968 Loan was not originated or was not sold in calendar year covered by register
## 27981                                                       Private securitization
## 27991 Loan was not originated or was not sold in calendar year covered by register
## 27992 Loan was not originated or was not sold in calendar year covered by register
## 27998 Loan was not originated or was not sold in calendar year covered by register
## 28006 Loan was not originated or was not sold in calendar year covered by register
## 28012 Loan was not originated or was not sold in calendar year covered by register
## 28028 Loan was not originated or was not sold in calendar year covered by register
## 28030 Loan was not originated or was not sold in calendar year covered by register
## 28034 Loan was not originated or was not sold in calendar year covered by register
## 28040 Loan was not originated or was not sold in calendar year covered by register
## 28044 Loan was not originated or was not sold in calendar year covered by register
## 28052 Loan was not originated or was not sold in calendar year covered by register
## 28084 Loan was not originated or was not sold in calendar year covered by register
## 28095 Loan was not originated or was not sold in calendar year covered by register
## 28104                         Commercial bank, savings bank or savings association
## 28108 Loan was not originated or was not sold in calendar year covered by register
## 28129 Loan was not originated or was not sold in calendar year covered by register
## 28132 Loan was not originated or was not sold in calendar year covered by register
## 28136 Loan was not originated or was not sold in calendar year covered by register
## 28147 Loan was not originated or was not sold in calendar year covered by register
## 28156 Loan was not originated or was not sold in calendar year covered by register
## 28185 Loan was not originated or was not sold in calendar year covered by register
## 28196 Loan was not originated or was not sold in calendar year covered by register
## 28198 Loan was not originated or was not sold in calendar year covered by register
## 28201                                                            Fannie Mae (FNMA)
## 28223 Loan was not originated or was not sold in calendar year covered by register
## 28225                                                            Fannie Mae (FNMA)
## 28276 Loan was not originated or was not sold in calendar year covered by register
## 28315                                                          Freddie Mac (FHLMC)
## 28330                                                            Fannie Mae (FNMA)
## 28334 Loan was not originated or was not sold in calendar year covered by register
## 28339 Loan was not originated or was not sold in calendar year covered by register
## 28352 Loan was not originated or was not sold in calendar year covered by register
## 28375 Loan was not originated or was not sold in calendar year covered by register
## 28384 Loan was not originated or was not sold in calendar year covered by register
## 28396                                                            Fannie Mae (FNMA)
## 28432 Loan was not originated or was not sold in calendar year covered by register
## 28444                                                      Other type of purchaser
## 28454 Loan was not originated or was not sold in calendar year covered by register
## 28462 Loan was not originated or was not sold in calendar year covered by register
## 28486 Loan was not originated or was not sold in calendar year covered by register
## 28487 Loan was not originated or was not sold in calendar year covered by register
## 28504 Loan was not originated or was not sold in calendar year covered by register
## 28517                         Commercial bank, savings bank or savings association
## 28522 Loan was not originated or was not sold in calendar year covered by register
## 28523                                                          Freddie Mac (FHLMC)
## 28529 Loan was not originated or was not sold in calendar year covered by register
## 28544 Loan was not originated or was not sold in calendar year covered by register
## 28547 Loan was not originated or was not sold in calendar year covered by register
## 28552 Loan was not originated or was not sold in calendar year covered by register
## 28553                         Commercial bank, savings bank or savings association
## 28556 Loan was not originated or was not sold in calendar year covered by register
## 28558 Loan was not originated or was not sold in calendar year covered by register
## 28574 Loan was not originated or was not sold in calendar year covered by register
## 28582 Loan was not originated or was not sold in calendar year covered by register
## 28587 Loan was not originated or was not sold in calendar year covered by register
## 28588 Loan was not originated or was not sold in calendar year covered by register
## 28591 Loan was not originated or was not sold in calendar year covered by register
## 28601 Loan was not originated or was not sold in calendar year covered by register
## 28604 Loan was not originated or was not sold in calendar year covered by register
## 28610 Loan was not originated or was not sold in calendar year covered by register
## 28622 Loan was not originated or was not sold in calendar year covered by register
## 28627 Loan was not originated or was not sold in calendar year covered by register
## 28657 Loan was not originated or was not sold in calendar year covered by register
## 28658 Loan was not originated or was not sold in calendar year covered by register
## 28677 Loan was not originated or was not sold in calendar year covered by register
## 28705 Loan was not originated or was not sold in calendar year covered by register
## 28709 Loan was not originated or was not sold in calendar year covered by register
## 28712 Loan was not originated or was not sold in calendar year covered by register
## 28730 Loan was not originated or was not sold in calendar year covered by register
## 28737 Loan was not originated or was not sold in calendar year covered by register
## 28748 Loan was not originated or was not sold in calendar year covered by register
## 28822 Loan was not originated or was not sold in calendar year covered by register
## 28833 Loan was not originated or was not sold in calendar year covered by register
## 28838 Loan was not originated or was not sold in calendar year covered by register
## 28843 Loan was not originated or was not sold in calendar year covered by register
## 28868 Loan was not originated or was not sold in calendar year covered by register
## 28885 Loan was not originated or was not sold in calendar year covered by register
## 28889                         Commercial bank, savings bank or savings association
## 28918 Loan was not originated or was not sold in calendar year covered by register
## 28936 Loan was not originated or was not sold in calendar year covered by register
## 28938 Loan was not originated or was not sold in calendar year covered by register
## 28954 Loan was not originated or was not sold in calendar year covered by register
## 28989 Loan was not originated or was not sold in calendar year covered by register
## 29013 Loan was not originated or was not sold in calendar year covered by register
## 29021 Loan was not originated or was not sold in calendar year covered by register
## 29032 Loan was not originated or was not sold in calendar year covered by register
## 29050 Loan was not originated or was not sold in calendar year covered by register
## 29069 Loan was not originated or was not sold in calendar year covered by register
## 29099                                                            Fannie Mae (FNMA)
## 29109 Loan was not originated or was not sold in calendar year covered by register
## 29116 Loan was not originated or was not sold in calendar year covered by register
## 29122      Life insurance company, credit union, mortgage bank, or finance company
## 29127 Loan was not originated or was not sold in calendar year covered by register
## 29128 Loan was not originated or was not sold in calendar year covered by register
## 29134 Loan was not originated or was not sold in calendar year covered by register
## 29143 Loan was not originated or was not sold in calendar year covered by register
## 29146 Loan was not originated or was not sold in calendar year covered by register
## 29170 Loan was not originated or was not sold in calendar year covered by register
## 29181 Loan was not originated or was not sold in calendar year covered by register
## 29188 Loan was not originated or was not sold in calendar year covered by register
## 29200 Loan was not originated or was not sold in calendar year covered by register
## 29212 Loan was not originated or was not sold in calendar year covered by register
## 29216 Loan was not originated or was not sold in calendar year covered by register
## 29242 Loan was not originated or was not sold in calendar year covered by register
## 29269 Loan was not originated or was not sold in calendar year covered by register
## 29272 Loan was not originated or was not sold in calendar year covered by register
## 29277 Loan was not originated or was not sold in calendar year covered by register
## 29283 Loan was not originated or was not sold in calendar year covered by register
## 29303 Loan was not originated or was not sold in calendar year covered by register
## 29311 Loan was not originated or was not sold in calendar year covered by register
## 29331 Loan was not originated or was not sold in calendar year covered by register
## 29381 Loan was not originated or was not sold in calendar year covered by register
## 29415 Loan was not originated or was not sold in calendar year covered by register
## 29460 Loan was not originated or was not sold in calendar year covered by register
## 29483 Loan was not originated or was not sold in calendar year covered by register
## 29503                                                          Freddie Mac (FHLMC)
## 29514 Loan was not originated or was not sold in calendar year covered by register
## 29515 Loan was not originated or was not sold in calendar year covered by register
## 29523 Loan was not originated or was not sold in calendar year covered by register
## 29526 Loan was not originated or was not sold in calendar year covered by register
## 29533 Loan was not originated or was not sold in calendar year covered by register
## 29555 Loan was not originated or was not sold in calendar year covered by register
## 29575 Loan was not originated or was not sold in calendar year covered by register
## 29592                                                        Affiliate institution
## 29604 Loan was not originated or was not sold in calendar year covered by register
## 29622 Loan was not originated or was not sold in calendar year covered by register
## 29674 Loan was not originated or was not sold in calendar year covered by register
## 29678 Loan was not originated or was not sold in calendar year covered by register
## 29683 Loan was not originated or was not sold in calendar year covered by register
## 29689 Loan was not originated or was not sold in calendar year covered by register
## 29700 Loan was not originated or was not sold in calendar year covered by register
## 29706 Loan was not originated or was not sold in calendar year covered by register
## 29713 Loan was not originated or was not sold in calendar year covered by register
## 29715 Loan was not originated or was not sold in calendar year covered by register
## 29730 Loan was not originated or was not sold in calendar year covered by register
## 29736 Loan was not originated or was not sold in calendar year covered by register
## 29745 Loan was not originated or was not sold in calendar year covered by register
## 29754 Loan was not originated or was not sold in calendar year covered by register
## 29760 Loan was not originated or was not sold in calendar year covered by register
## 29761 Loan was not originated or was not sold in calendar year covered by register
## 29779 Loan was not originated or was not sold in calendar year covered by register
## 29814 Loan was not originated or was not sold in calendar year covered by register
## 29829 Loan was not originated or was not sold in calendar year covered by register
## 29833 Loan was not originated or was not sold in calendar year covered by register
## 29856                         Commercial bank, savings bank or savings association
## 29868 Loan was not originated or was not sold in calendar year covered by register
## 29889 Loan was not originated or was not sold in calendar year covered by register
## 29903                         Commercial bank, savings bank or savings association
## 29936 Loan was not originated or was not sold in calendar year covered by register
## 29937 Loan was not originated or was not sold in calendar year covered by register
## 29947 Loan was not originated or was not sold in calendar year covered by register
## 29959 Loan was not originated or was not sold in calendar year covered by register
## 29964 Loan was not originated or was not sold in calendar year covered by register
## 29983 Loan was not originated or was not sold in calendar year covered by register
## 30000 Loan was not originated or was not sold in calendar year covered by register
## 30015 Loan was not originated or was not sold in calendar year covered by register
## 30018 Loan was not originated or was not sold in calendar year covered by register
## 30030 Loan was not originated or was not sold in calendar year covered by register
## 30034                                                          Freddie Mac (FHLMC)
## 30045 Loan was not originated or was not sold in calendar year covered by register
## 30054 Loan was not originated or was not sold in calendar year covered by register
## 30060 Loan was not originated or was not sold in calendar year covered by register
## 30085 Loan was not originated or was not sold in calendar year covered by register
## 30093 Loan was not originated or was not sold in calendar year covered by register
## 30138                         Commercial bank, savings bank or savings association
## 30144 Loan was not originated or was not sold in calendar year covered by register
## 30162 Loan was not originated or was not sold in calendar year covered by register
## 30167 Loan was not originated or was not sold in calendar year covered by register
## 30180 Loan was not originated or was not sold in calendar year covered by register
## 30221 Loan was not originated or was not sold in calendar year covered by register
## 30225 Loan was not originated or was not sold in calendar year covered by register
## 30226 Loan was not originated or was not sold in calendar year covered by register
## 30235 Loan was not originated or was not sold in calendar year covered by register
## 30237 Loan was not originated or was not sold in calendar year covered by register
## 30246 Loan was not originated or was not sold in calendar year covered by register
## 30252 Loan was not originated or was not sold in calendar year covered by register
## 30253 Loan was not originated or was not sold in calendar year covered by register
## 30270 Loan was not originated or was not sold in calendar year covered by register
## 30282 Loan was not originated or was not sold in calendar year covered by register
## 30294 Loan was not originated or was not sold in calendar year covered by register
## 30300 Loan was not originated or was not sold in calendar year covered by register
## 30301 Loan was not originated or was not sold in calendar year covered by register
## 30303 Loan was not originated or was not sold in calendar year covered by register
## 30318 Loan was not originated or was not sold in calendar year covered by register
## 30342 Loan was not originated or was not sold in calendar year covered by register
## 30343 Loan was not originated or was not sold in calendar year covered by register
## 30353                                                          Freddie Mac (FHLMC)
## 30354                                                        Affiliate institution
## 30359 Loan was not originated or was not sold in calendar year covered by register
## 30381 Loan was not originated or was not sold in calendar year covered by register
## 30408 Loan was not originated or was not sold in calendar year covered by register
## 30414 Loan was not originated or was not sold in calendar year covered by register
## 30426                         Commercial bank, savings bank or savings association
## 30429 Loan was not originated or was not sold in calendar year covered by register
## 30444 Loan was not originated or was not sold in calendar year covered by register
## 30453 Loan was not originated or was not sold in calendar year covered by register
## 30465 Loan was not originated or was not sold in calendar year covered by register
## 30476                                                            Fannie Mae (FNMA)
## 30484 Loan was not originated or was not sold in calendar year covered by register
## 30485                                                          Freddie Mac (FHLMC)
## 30503                         Commercial bank, savings bank or savings association
## 30511 Loan was not originated or was not sold in calendar year covered by register
## 30517                                                            Fannie Mae (FNMA)
## 30519 Loan was not originated or was not sold in calendar year covered by register
## 30533                                                          Freddie Mac (FHLMC)
## 30534 Loan was not originated or was not sold in calendar year covered by register
## 30540 Loan was not originated or was not sold in calendar year covered by register
## 30558 Loan was not originated or was not sold in calendar year covered by register
## 30564 Loan was not originated or was not sold in calendar year covered by register
## 30576 Loan was not originated or was not sold in calendar year covered by register
## 30588 Loan was not originated or was not sold in calendar year covered by register
## 30594 Loan was not originated or was not sold in calendar year covered by register
## 30605 Loan was not originated or was not sold in calendar year covered by register
## 30648 Loan was not originated or was not sold in calendar year covered by register
## 30654 Loan was not originated or was not sold in calendar year covered by register
## 30666 Loan was not originated or was not sold in calendar year covered by register
## 30678 Loan was not originated or was not sold in calendar year covered by register
## 30684 Loan was not originated or was not sold in calendar year covered by register
## 30685 Loan was not originated or was not sold in calendar year covered by register
## 30715 Loan was not originated or was not sold in calendar year covered by register
## 30716                                                          Freddie Mac (FHLMC)
## 30717 Loan was not originated or was not sold in calendar year covered by register
## 30738 Loan was not originated or was not sold in calendar year covered by register
## 30744 Loan was not originated or was not sold in calendar year covered by register
## 30756 Loan was not originated or was not sold in calendar year covered by register
## 30762 Loan was not originated or was not sold in calendar year covered by register
## 30768 Loan was not originated or was not sold in calendar year covered by register
## 30774 Loan was not originated or was not sold in calendar year covered by register
## 30780 Loan was not originated or was not sold in calendar year covered by register
## 30786 Loan was not originated or was not sold in calendar year covered by register
## 30809 Loan was not originated or was not sold in calendar year covered by register
## 30835 Loan was not originated or was not sold in calendar year covered by register
## 30840 Loan was not originated or was not sold in calendar year covered by register
## 30845                                                          Freddie Mac (FHLMC)
## 30846 Loan was not originated or was not sold in calendar year covered by register
## 30852 Loan was not originated or was not sold in calendar year covered by register
## 30858 Loan was not originated or was not sold in calendar year covered by register
## 30872 Loan was not originated or was not sold in calendar year covered by register
## 30875 Loan was not originated or was not sold in calendar year covered by register
## 30876 Loan was not originated or was not sold in calendar year covered by register
## 30894 Loan was not originated or was not sold in calendar year covered by register
## 30900                                                        Affiliate institution
## 30923 Loan was not originated or was not sold in calendar year covered by register
## 30960 Loan was not originated or was not sold in calendar year covered by register
## 30967 Loan was not originated or was not sold in calendar year covered by register
## 30972                         Commercial bank, savings bank or savings association
## 30978      Life insurance company, credit union, mortgage bank, or finance company
## 30984 Loan was not originated or was not sold in calendar year covered by register
## 30985 Loan was not originated or was not sold in calendar year covered by register
## 30990                         Commercial bank, savings bank or savings association
## 30992 Loan was not originated or was not sold in calendar year covered by register
## 30996 Loan was not originated or was not sold in calendar year covered by register
## 31002 Loan was not originated or was not sold in calendar year covered by register
## 31005                                                          Freddie Mac (FHLMC)
## 31008 Loan was not originated or was not sold in calendar year covered by register
## 31014 Loan was not originated or was not sold in calendar year covered by register
## 31017 Loan was not originated or was not sold in calendar year covered by register
## 31043                         Commercial bank, savings bank or savings association
## 31044 Loan was not originated or was not sold in calendar year covered by register
## 31048                                                        Affiliate institution
## 31050 Loan was not originated or was not sold in calendar year covered by register
## 31056 Loan was not originated or was not sold in calendar year covered by register
## 31057 Loan was not originated or was not sold in calendar year covered by register
## 31062 Loan was not originated or was not sold in calendar year covered by register
## 31084 Loan was not originated or was not sold in calendar year covered by register
## 31086                                                      Other type of purchaser
## 31092 Loan was not originated or was not sold in calendar year covered by register
## 31093 Loan was not originated or was not sold in calendar year covered by register
## 31104 Loan was not originated or was not sold in calendar year covered by register
## 31117 Loan was not originated or was not sold in calendar year covered by register
## 31122 Loan was not originated or was not sold in calendar year covered by register
## 31128 Loan was not originated or was not sold in calendar year covered by register
## 31134 Loan was not originated or was not sold in calendar year covered by register
## 31140 Loan was not originated or was not sold in calendar year covered by register
## 31152 Loan was not originated or was not sold in calendar year covered by register
## 31158 Loan was not originated or was not sold in calendar year covered by register
## 31170 Loan was not originated or was not sold in calendar year covered by register
## 31176 Loan was not originated or was not sold in calendar year covered by register
## 31188 Loan was not originated or was not sold in calendar year covered by register
## 31194 Loan was not originated or was not sold in calendar year covered by register
## 31200 Loan was not originated or was not sold in calendar year covered by register
## 31206 Loan was not originated or was not sold in calendar year covered by register
## 31213 Loan was not originated or was not sold in calendar year covered by register
## 31224 Loan was not originated or was not sold in calendar year covered by register
## 31230 Loan was not originated or was not sold in calendar year covered by register
## 31248 Loan was not originated or was not sold in calendar year covered by register
## 31254 Loan was not originated or was not sold in calendar year covered by register
## 31260 Loan was not originated or was not sold in calendar year covered by register
## 31271 Loan was not originated or was not sold in calendar year covered by register
## 31276 Loan was not originated or was not sold in calendar year covered by register
## 31284                         Commercial bank, savings bank or savings association
## 31296 Loan was not originated or was not sold in calendar year covered by register
## 31301 Loan was not originated or was not sold in calendar year covered by register
## 31314 Loan was not originated or was not sold in calendar year covered by register
## 31344 Loan was not originated or was not sold in calendar year covered by register
## 31350 Loan was not originated or was not sold in calendar year covered by register
## 31359 Loan was not originated or was not sold in calendar year covered by register
## 31362 Loan was not originated or was not sold in calendar year covered by register
## 31368 Loan was not originated or was not sold in calendar year covered by register
## 31371 Loan was not originated or was not sold in calendar year covered by register
## 31374 Loan was not originated or was not sold in calendar year covered by register
## 31380 Loan was not originated or was not sold in calendar year covered by register
## 31390                                                        Affiliate institution
## 31392 Loan was not originated or was not sold in calendar year covered by register
## 31398 Loan was not originated or was not sold in calendar year covered by register
## 31405 Loan was not originated or was not sold in calendar year covered by register
## 31411 Loan was not originated or was not sold in calendar year covered by register
## 31421 Loan was not originated or was not sold in calendar year covered by register
## 31422                                                      Other type of purchaser
## 31428 Loan was not originated or was not sold in calendar year covered by register
## 31434 Loan was not originated or was not sold in calendar year covered by register
## 31440 Loan was not originated or was not sold in calendar year covered by register
## 31443 Loan was not originated or was not sold in calendar year covered by register
## 31446 Loan was not originated or was not sold in calendar year covered by register
## 31458 Loan was not originated or was not sold in calendar year covered by register
## 31465 Loan was not originated or was not sold in calendar year covered by register
## 31476 Loan was not originated or was not sold in calendar year covered by register
## 31494 Loan was not originated or was not sold in calendar year covered by register
## 31500 Loan was not originated or was not sold in calendar year covered by register
## 31503 Loan was not originated or was not sold in calendar year covered by register
## 31506                         Commercial bank, savings bank or savings association
## 31517 Loan was not originated or was not sold in calendar year covered by register
## 31519 Loan was not originated or was not sold in calendar year covered by register
## 31524 Loan was not originated or was not sold in calendar year covered by register
## 31542 Loan was not originated or was not sold in calendar year covered by register
## 31554 Loan was not originated or was not sold in calendar year covered by register
## 31566 Loan was not originated or was not sold in calendar year covered by register
## 31572 Loan was not originated or was not sold in calendar year covered by register
## 31573 Loan was not originated or was not sold in calendar year covered by register
## 31581 Loan was not originated or was not sold in calendar year covered by register
## 31590 Loan was not originated or was not sold in calendar year covered by register
## 31608 Loan was not originated or was not sold in calendar year covered by register
## 31609 Loan was not originated or was not sold in calendar year covered by register
## 31614                         Commercial bank, savings bank or savings association
## 31620                                                            Fannie Mae (FNMA)
## 31621 Loan was not originated or was not sold in calendar year covered by register
## 31632 Loan was not originated or was not sold in calendar year covered by register
## 31638 Loan was not originated or was not sold in calendar year covered by register
## 31647 Loan was not originated or was not sold in calendar year covered by register
## 31655                                                          Freddie Mac (FHLMC)
## 31668 Loan was not originated or was not sold in calendar year covered by register
## 31669 Loan was not originated or was not sold in calendar year covered by register
## 31686 Loan was not originated or was not sold in calendar year covered by register
## 31692 Loan was not originated or was not sold in calendar year covered by register
## 31705 Loan was not originated or was not sold in calendar year covered by register
## 31710 Loan was not originated or was not sold in calendar year covered by register
## 31722 Loan was not originated or was not sold in calendar year covered by register
## 31728 Loan was not originated or was not sold in calendar year covered by register
## 31734 Loan was not originated or was not sold in calendar year covered by register
## 31749 Loan was not originated or was not sold in calendar year covered by register
## 31752 Loan was not originated or was not sold in calendar year covered by register
## 31758 Loan was not originated or was not sold in calendar year covered by register
## 31776 Loan was not originated or was not sold in calendar year covered by register
## 31788 Loan was not originated or was not sold in calendar year covered by register
## 31800 Loan was not originated or was not sold in calendar year covered by register
## 31807 Loan was not originated or was not sold in calendar year covered by register
## 31824 Loan was not originated or was not sold in calendar year covered by register
## 31830 Loan was not originated or was not sold in calendar year covered by register
## 31836 Loan was not originated or was not sold in calendar year covered by register
## 31843 Loan was not originated or was not sold in calendar year covered by register
## 31848 Loan was not originated or was not sold in calendar year covered by register
## 31849 Loan was not originated or was not sold in calendar year covered by register
## 31866 Loan was not originated or was not sold in calendar year covered by register
## 31872 Loan was not originated or was not sold in calendar year covered by register
## 31878 Loan was not originated or was not sold in calendar year covered by register
## 31884 Loan was not originated or was not sold in calendar year covered by register
## 31890 Loan was not originated or was not sold in calendar year covered by register
## 31896 Loan was not originated or was not sold in calendar year covered by register
## 31902 Loan was not originated or was not sold in calendar year covered by register
## 31905 Loan was not originated or was not sold in calendar year covered by register
## 31908 Loan was not originated or was not sold in calendar year covered by register
## 31932 Loan was not originated or was not sold in calendar year covered by register
## 31936 Loan was not originated or was not sold in calendar year covered by register
## 31938 Loan was not originated or was not sold in calendar year covered by register
## 31944 Loan was not originated or was not sold in calendar year covered by register
## 31945 Loan was not originated or was not sold in calendar year covered by register
## 31950 Loan was not originated or was not sold in calendar year covered by register
## 31956 Loan was not originated or was not sold in calendar year covered by register
## 31957 Loan was not originated or was not sold in calendar year covered by register
## 31962 Loan was not originated or was not sold in calendar year covered by register
## 31968 Loan was not originated or was not sold in calendar year covered by register
## 31974 Loan was not originated or was not sold in calendar year covered by register
## 32010                                                            Fannie Mae (FNMA)
## 32015                                                          Freddie Mac (FHLMC)
## 32023 Loan was not originated or was not sold in calendar year covered by register
## 32027 Loan was not originated or was not sold in calendar year covered by register
## 32046 Loan was not originated or was not sold in calendar year covered by register
## 32051                         Commercial bank, savings bank or savings association
## 32052 Loan was not originated or was not sold in calendar year covered by register
## 32058 Loan was not originated or was not sold in calendar year covered by register
## 32064                                                            Fannie Mae (FNMA)
## 32070 Loan was not originated or was not sold in calendar year covered by register
## 32082                                                            Fannie Mae (FNMA)
## 32088 Loan was not originated or was not sold in calendar year covered by register
## 32094 Loan was not originated or was not sold in calendar year covered by register
## 32096                                                       Private securitization
## 32100                                                          Freddie Mac (FHLMC)
## 32117 Loan was not originated or was not sold in calendar year covered by register
## 32118 Loan was not originated or was not sold in calendar year covered by register
## 32125 Loan was not originated or was not sold in calendar year covered by register
## 32130 Loan was not originated or was not sold in calendar year covered by register
## 32136 Loan was not originated or was not sold in calendar year covered by register
## 32148 Loan was not originated or was not sold in calendar year covered by register
## 32154 Loan was not originated or was not sold in calendar year covered by register
## 32155 Loan was not originated or was not sold in calendar year covered by register
## 32160 Loan was not originated or was not sold in calendar year covered by register
## 32172 Loan was not originated or was not sold in calendar year covered by register
## 32178                                                      Other type of purchaser
## 32190 Loan was not originated or was not sold in calendar year covered by register
## 32196 Loan was not originated or was not sold in calendar year covered by register
## 32201                                                        Affiliate institution
## 32202 Loan was not originated or was not sold in calendar year covered by register
## 32207 Loan was not originated or was not sold in calendar year covered by register
## 32208                                                          Freddie Mac (FHLMC)
## 32212 Loan was not originated or was not sold in calendar year covered by register
## 32226 Loan was not originated or was not sold in calendar year covered by register
## 32232                                                       Private securitization
## 32238 Loan was not originated or was not sold in calendar year covered by register
## 32246 Loan was not originated or was not sold in calendar year covered by register
## 32256 Loan was not originated or was not sold in calendar year covered by register
## 32270 Loan was not originated or was not sold in calendar year covered by register
## 32292 Loan was not originated or was not sold in calendar year covered by register
## 32304 Loan was not originated or was not sold in calendar year covered by register
## 32306 Loan was not originated or was not sold in calendar year covered by register
## 32313 Loan was not originated or was not sold in calendar year covered by register
## 32316 Loan was not originated or was not sold in calendar year covered by register
## 32318 Loan was not originated or was not sold in calendar year covered by register
## 32322 Loan was not originated or was not sold in calendar year covered by register
## 32323 Loan was not originated or was not sold in calendar year covered by register
## 32324 Loan was not originated or was not sold in calendar year covered by register
## 32334 Loan was not originated or was not sold in calendar year covered by register
## 32336 Loan was not originated or was not sold in calendar year covered by register
## 32354 Loan was not originated or was not sold in calendar year covered by register
## 32356 Loan was not originated or was not sold in calendar year covered by register
## 32358 Loan was not originated or was not sold in calendar year covered by register
## 32360 Loan was not originated or was not sold in calendar year covered by register
## 32365 Loan was not originated or was not sold in calendar year covered by register
## 32366 Loan was not originated or was not sold in calendar year covered by register
## 32372                                                          Freddie Mac (FHLMC)
## 32377 Loan was not originated or was not sold in calendar year covered by register
## 32388 Loan was not originated or was not sold in calendar year covered by register
## 32394 Loan was not originated or was not sold in calendar year covered by register
## 32406 Loan was not originated or was not sold in calendar year covered by register
## 32418 Loan was not originated or was not sold in calendar year covered by register
## 32424 Loan was not originated or was not sold in calendar year covered by register
## 32430      Life insurance company, credit union, mortgage bank, or finance company
## 32436 Loan was not originated or was not sold in calendar year covered by register
## 32448 Loan was not originated or was not sold in calendar year covered by register
## 32454 Loan was not originated or was not sold in calendar year covered by register
## 32457 Loan was not originated or was not sold in calendar year covered by register
## 32496 Loan was not originated or was not sold in calendar year covered by register
## 32514 Loan was not originated or was not sold in calendar year covered by register
## 32520 Loan was not originated or was not sold in calendar year covered by register
## 32532 Loan was not originated or was not sold in calendar year covered by register
## 32544 Loan was not originated or was not sold in calendar year covered by register
## 32553 Loan was not originated or was not sold in calendar year covered by register
## 32556 Loan was not originated or was not sold in calendar year covered by register
## 32562 Loan was not originated or was not sold in calendar year covered by register
## 32568 Loan was not originated or was not sold in calendar year covered by register
## 32580 Loan was not originated or was not sold in calendar year covered by register
## 32592 Loan was not originated or was not sold in calendar year covered by register
## 32601 Loan was not originated or was not sold in calendar year covered by register
## 32604 Loan was not originated or was not sold in calendar year covered by register
## 32622 Loan was not originated or was not sold in calendar year covered by register
## 32634 Loan was not originated or was not sold in calendar year covered by register
## 32640 Loan was not originated or was not sold in calendar year covered by register
## 32646 Loan was not originated or was not sold in calendar year covered by register
## 32647 Loan was not originated or was not sold in calendar year covered by register
## 32652 Loan was not originated or was not sold in calendar year covered by register
## 32653 Loan was not originated or was not sold in calendar year covered by register
## 32659 Loan was not originated or was not sold in calendar year covered by register
## 32664 Loan was not originated or was not sold in calendar year covered by register
## 32676 Loan was not originated or was not sold in calendar year covered by register
## 32678 Loan was not originated or was not sold in calendar year covered by register
## 32685                                                          Freddie Mac (FHLMC)
## 32694 Loan was not originated or was not sold in calendar year covered by register
## 32705 Loan was not originated or was not sold in calendar year covered by register
## 32706 Loan was not originated or was not sold in calendar year covered by register
## 32708 Loan was not originated or was not sold in calendar year covered by register
## 32713 Loan was not originated or was not sold in calendar year covered by register
## 32717 Loan was not originated or was not sold in calendar year covered by register
## 32736 Loan was not originated or was not sold in calendar year covered by register
## 32742 Loan was not originated or was not sold in calendar year covered by register
## 32745 Loan was not originated or was not sold in calendar year covered by register
## 32748 Loan was not originated or was not sold in calendar year covered by register
## 32760 Loan was not originated or was not sold in calendar year covered by register
## 32764 Loan was not originated or was not sold in calendar year covered by register
## 32765 Loan was not originated or was not sold in calendar year covered by register
## 32766 Loan was not originated or was not sold in calendar year covered by register
## 32779 Loan was not originated or was not sold in calendar year covered by register
## 32784 Loan was not originated or was not sold in calendar year covered by register
## 32790 Loan was not originated or was not sold in calendar year covered by register
## 32794 Loan was not originated or was not sold in calendar year covered by register
## 32807 Loan was not originated or was not sold in calendar year covered by register
## 32808 Loan was not originated or was not sold in calendar year covered by register
## 32820 Loan was not originated or was not sold in calendar year covered by register
## 32826 Loan was not originated or was not sold in calendar year covered by register
## 32831 Loan was not originated or was not sold in calendar year covered by register
## 32832 Loan was not originated or was not sold in calendar year covered by register
## 32838 Loan was not originated or was not sold in calendar year covered by register
## 32844 Loan was not originated or was not sold in calendar year covered by register
## 32850 Loan was not originated or was not sold in calendar year covered by register
## 32857 Loan was not originated or was not sold in calendar year covered by register
## 32868                                                            Fannie Mae (FNMA)
## 32871 Loan was not originated or was not sold in calendar year covered by register
## 32873 Loan was not originated or was not sold in calendar year covered by register
## 32874 Loan was not originated or was not sold in calendar year covered by register
## 32892 Loan was not originated or was not sold in calendar year covered by register
## 32899 Loan was not originated or was not sold in calendar year covered by register
## 32909 Loan was not originated or was not sold in calendar year covered by register
## 32911 Loan was not originated or was not sold in calendar year covered by register
## 32916 Loan was not originated or was not sold in calendar year covered by register
## 32928 Loan was not originated or was not sold in calendar year covered by register
## 32940 Loan was not originated or was not sold in calendar year covered by register
## 32941                                                            Fannie Mae (FNMA)
## 32958 Loan was not originated or was not sold in calendar year covered by register
## 32964                         Commercial bank, savings bank or savings association
## 32970 Loan was not originated or was not sold in calendar year covered by register
## 32976                                                      Other type of purchaser
## 32994 Loan was not originated or was not sold in calendar year covered by register
## 33000 Loan was not originated or was not sold in calendar year covered by register
## 33018 Loan was not originated or was not sold in calendar year covered by register
## 33024 Loan was not originated or was not sold in calendar year covered by register
## 33027 Loan was not originated or was not sold in calendar year covered by register
## 33030                         Commercial bank, savings bank or savings association
## 33036 Loan was not originated or was not sold in calendar year covered by register
## 33048 Loan was not originated or was not sold in calendar year covered by register
## 33052 Loan was not originated or was not sold in calendar year covered by register
## 33054 Loan was not originated or was not sold in calendar year covered by register
## 33057                                                          Freddie Mac (FHLMC)
## 33060 Loan was not originated or was not sold in calendar year covered by register
## 33084 Loan was not originated or was not sold in calendar year covered by register
## 33090 Loan was not originated or was not sold in calendar year covered by register
## 33096 Loan was not originated or was not sold in calendar year covered by register
## 33108                         Commercial bank, savings bank or savings association
## 33109 Loan was not originated or was not sold in calendar year covered by register
## 33120 Loan was not originated or was not sold in calendar year covered by register
## 33125                                                            Fannie Mae (FNMA)
## 33131                         Commercial bank, savings bank or savings association
## 33138                                                          Freddie Mac (FHLMC)
## 33144 Loan was not originated or was not sold in calendar year covered by register
## 33150 Loan was not originated or was not sold in calendar year covered by register
## 33157 Loan was not originated or was not sold in calendar year covered by register
## 33168 Loan was not originated or was not sold in calendar year covered by register
## 33180 Loan was not originated or was not sold in calendar year covered by register
## 33186 Loan was not originated or was not sold in calendar year covered by register
## 33195 Loan was not originated or was not sold in calendar year covered by register
## 33204 Loan was not originated or was not sold in calendar year covered by register
## 33216 Loan was not originated or was not sold in calendar year covered by register
## 33223 Loan was not originated or was not sold in calendar year covered by register
## 33228 Loan was not originated or was not sold in calendar year covered by register
## 33231 Loan was not originated or was not sold in calendar year covered by register
## 33246 Loan was not originated or was not sold in calendar year covered by register
## 33252 Loan was not originated or was not sold in calendar year covered by register
## 33270 Loan was not originated or was not sold in calendar year covered by register
## 33282 Loan was not originated or was not sold in calendar year covered by register
## 33288 Loan was not originated or was not sold in calendar year covered by register
## 33289                                                            Fannie Mae (FNMA)
## 33294 Loan was not originated or was not sold in calendar year covered by register
## 33295 Loan was not originated or was not sold in calendar year covered by register
## 33303 Loan was not originated or was not sold in calendar year covered by register
## 33306 Loan was not originated or was not sold in calendar year covered by register
## 33315 Loan was not originated or was not sold in calendar year covered by register
## 33318 Loan was not originated or was not sold in calendar year covered by register
## 33324 Loan was not originated or was not sold in calendar year covered by register
## 33330 Loan was not originated or was not sold in calendar year covered by register
## 33348 Loan was not originated or was not sold in calendar year covered by register
## 33355 Loan was not originated or was not sold in calendar year covered by register
## 33408 Loan was not originated or was not sold in calendar year covered by register
## 33417 Loan was not originated or was not sold in calendar year covered by register
## 33426 Loan was not originated or was not sold in calendar year covered by register
## 33432 Loan was not originated or was not sold in calendar year covered by register
## 33444 Loan was not originated or was not sold in calendar year covered by register
## 33445                                                            Fannie Mae (FNMA)
## 33456 Loan was not originated or was not sold in calendar year covered by register
## 33457 Loan was not originated or was not sold in calendar year covered by register
## 33469 Loan was not originated or was not sold in calendar year covered by register
## 33480 Loan was not originated or was not sold in calendar year covered by register
## 33486 Loan was not originated or was not sold in calendar year covered by register
## 33493                                                            Fannie Mae (FNMA)
## 33510 Loan was not originated or was not sold in calendar year covered by register
## 33528 Loan was not originated or was not sold in calendar year covered by register
## 33534 Loan was not originated or was not sold in calendar year covered by register
## 33546 Loan was not originated or was not sold in calendar year covered by register
## 33558 Loan was not originated or was not sold in calendar year covered by register
## 33564 Loan was not originated or was not sold in calendar year covered by register
## 33571 Loan was not originated or was not sold in calendar year covered by register
## 33576 Loan was not originated or was not sold in calendar year covered by register
## 33600                                                      Other type of purchaser
## 33606 Loan was not originated or was not sold in calendar year covered by register
## 33618 Loan was not originated or was not sold in calendar year covered by register
## 33636 Loan was not originated or was not sold in calendar year covered by register
## 33648 Loan was not originated or was not sold in calendar year covered by register
## 33663 Loan was not originated or was not sold in calendar year covered by register
## 33671 Loan was not originated or was not sold in calendar year covered by register
## 33672 Loan was not originated or was not sold in calendar year covered by register
## 33678 Loan was not originated or was not sold in calendar year covered by register
## 33685 Loan was not originated or was not sold in calendar year covered by register
## 33690 Loan was not originated or was not sold in calendar year covered by register
## 33708                                                            Fannie Mae (FNMA)
## 33714 Loan was not originated or was not sold in calendar year covered by register
## 33715 Loan was not originated or was not sold in calendar year covered by register
## 33738 Loan was not originated or was not sold in calendar year covered by register
## 33751                                                            Fannie Mae (FNMA)
## 33773 Loan was not originated or was not sold in calendar year covered by register
## 33774 Loan was not originated or was not sold in calendar year covered by register
## 33786                                                            Fannie Mae (FNMA)
## 33793 Loan was not originated or was not sold in calendar year covered by register
## 33797 Loan was not originated or was not sold in calendar year covered by register
## 33805 Loan was not originated or was not sold in calendar year covered by register
## 33816 Loan was not originated or was not sold in calendar year covered by register
## 33817 Loan was not originated or was not sold in calendar year covered by register
## 33824 Loan was not originated or was not sold in calendar year covered by register
## 33882 Loan was not originated or was not sold in calendar year covered by register
## 33894 Loan was not originated or was not sold in calendar year covered by register
## 33912 Loan was not originated or was not sold in calendar year covered by register
## 33918 Loan was not originated or was not sold in calendar year covered by register
## 33919 Loan was not originated or was not sold in calendar year covered by register
## 33920 Loan was not originated or was not sold in calendar year covered by register
## 33924 Loan was not originated or was not sold in calendar year covered by register
## 33926                                                          Freddie Mac (FHLMC)
## 33930 Loan was not originated or was not sold in calendar year covered by register
## 33936 Loan was not originated or was not sold in calendar year covered by register
## 33948                         Commercial bank, savings bank or savings association
## 33954 Loan was not originated or was not sold in calendar year covered by register
## 33972 Loan was not originated or was not sold in calendar year covered by register
## 33977 Loan was not originated or was not sold in calendar year covered by register
## 33984                                                        Affiliate institution
## 33987 Loan was not originated or was not sold in calendar year covered by register
## 34020 Loan was not originated or was not sold in calendar year covered by register
## 34023                                                            Fannie Mae (FNMA)
## 34038 Loan was not originated or was not sold in calendar year covered by register
## 34050                                                            Fannie Mae (FNMA)
## 34056 Loan was not originated or was not sold in calendar year covered by register
## 34062 Loan was not originated or was not sold in calendar year covered by register
## 34068 Loan was not originated or was not sold in calendar year covered by register
## 34074 Loan was not originated or was not sold in calendar year covered by register
## 34079 Loan was not originated or was not sold in calendar year covered by register
## 34080 Loan was not originated or was not sold in calendar year covered by register
## 34083                                                            Ginnie Mae (GNMA)
## 34086 Loan was not originated or was not sold in calendar year covered by register
## 34092 Loan was not originated or was not sold in calendar year covered by register
## 34098 Loan was not originated or was not sold in calendar year covered by register
## 34101 Loan was not originated or was not sold in calendar year covered by register
## 34105 Loan was not originated or was not sold in calendar year covered by register
## 34110 Loan was not originated or was not sold in calendar year covered by register
## 34116 Loan was not originated or was not sold in calendar year covered by register
## 34122 Loan was not originated or was not sold in calendar year covered by register
## 34131 Loan was not originated or was not sold in calendar year covered by register
## 34134 Loan was not originated or was not sold in calendar year covered by register
## 34147                                                            Fannie Mae (FNMA)
## 34158 Loan was not originated or was not sold in calendar year covered by register
## 34164 Loan was not originated or was not sold in calendar year covered by register
## 34174 Loan was not originated or was not sold in calendar year covered by register
## 34176 Loan was not originated or was not sold in calendar year covered by register
## 34206 Loan was not originated or was not sold in calendar year covered by register
## 34208 Loan was not originated or was not sold in calendar year covered by register
## 34212                                                      Other type of purchaser
## 34215                                                       Private securitization
## 34218 Loan was not originated or was not sold in calendar year covered by register
## 34220 Loan was not originated or was not sold in calendar year covered by register
## 34222                                                            Fannie Mae (FNMA)
## 34224 Loan was not originated or was not sold in calendar year covered by register
## 34225 Loan was not originated or was not sold in calendar year covered by register
## 34260 Loan was not originated or was not sold in calendar year covered by register
## 34266 Loan was not originated or was not sold in calendar year covered by register
## 34271 Loan was not originated or was not sold in calendar year covered by register
## 34272 Loan was not originated or was not sold in calendar year covered by register
## 34278 Loan was not originated or was not sold in calendar year covered by register
## 34289 Loan was not originated or was not sold in calendar year covered by register
## 34290 Loan was not originated or was not sold in calendar year covered by register
## 34292                                                            Fannie Mae (FNMA)
## 34296 Loan was not originated or was not sold in calendar year covered by register
## 34308                                                      Other type of purchaser
## 34326 Loan was not originated or was not sold in calendar year covered by register
## 34327 Loan was not originated or was not sold in calendar year covered by register
## 34338 Loan was not originated or was not sold in calendar year covered by register
## 34350 Loan was not originated or was not sold in calendar year covered by register
## 34360                                                          Freddie Mac (FHLMC)
## 34368 Loan was not originated or was not sold in calendar year covered by register
## 34369                         Commercial bank, savings bank or savings association
## 34392 Loan was not originated or was not sold in calendar year covered by register
## 34423                                                        Affiliate institution
## 34428 Loan was not originated or was not sold in calendar year covered by register
## 34440                                                      Other type of purchaser
## 34445                                                            Fannie Mae (FNMA)
## 34452 Loan was not originated or was not sold in calendar year covered by register
## 34458 Loan was not originated or was not sold in calendar year covered by register
## 34470 Loan was not originated or was not sold in calendar year covered by register
## 34477 Loan was not originated or was not sold in calendar year covered by register
## 34484 Loan was not originated or was not sold in calendar year covered by register
## 34492 Loan was not originated or was not sold in calendar year covered by register
## 34494 Loan was not originated or was not sold in calendar year covered by register
## 34497 Loan was not originated or was not sold in calendar year covered by register
## 34500 Loan was not originated or was not sold in calendar year covered by register
## 34502 Loan was not originated or was not sold in calendar year covered by register
## 34514 Loan was not originated or was not sold in calendar year covered by register
## 34518 Loan was not originated or was not sold in calendar year covered by register
## 34522 Loan was not originated or was not sold in calendar year covered by register
## 34528 Loan was not originated or was not sold in calendar year covered by register
## 34530 Loan was not originated or was not sold in calendar year covered by register
## 34536 Loan was not originated or was not sold in calendar year covered by register
## 34547 Loan was not originated or was not sold in calendar year covered by register
## 34548 Loan was not originated or was not sold in calendar year covered by register
## 34550 Loan was not originated or was not sold in calendar year covered by register
## 34554 Loan was not originated or was not sold in calendar year covered by register
## 34566 Loan was not originated or was not sold in calendar year covered by register
## 34568 Loan was not originated or was not sold in calendar year covered by register
## 34571 Loan was not originated or was not sold in calendar year covered by register
## 34572 Loan was not originated or was not sold in calendar year covered by register
## 34600 Loan was not originated or was not sold in calendar year covered by register
## 34611 Loan was not originated or was not sold in calendar year covered by register
## 34616 Loan was not originated or was not sold in calendar year covered by register
## 34628 Loan was not originated or was not sold in calendar year covered by register
## 34634 Loan was not originated or was not sold in calendar year covered by register
## 34638 Loan was not originated or was not sold in calendar year covered by register
## 34640 Loan was not originated or was not sold in calendar year covered by register
## 34651 Loan was not originated or was not sold in calendar year covered by register
## 34652 Loan was not originated or was not sold in calendar year covered by register
## 34656 Loan was not originated or was not sold in calendar year covered by register
## 34677 Loan was not originated or was not sold in calendar year covered by register
## 34680 Loan was not originated or was not sold in calendar year covered by register
## 34687 Loan was not originated or was not sold in calendar year covered by register
## 34695 Loan was not originated or was not sold in calendar year covered by register
## 34700 Loan was not originated or was not sold in calendar year covered by register
## 34701 Loan was not originated or was not sold in calendar year covered by register
## 34712 Loan was not originated or was not sold in calendar year covered by register
## 34715 Loan was not originated or was not sold in calendar year covered by register
## 34722 Loan was not originated or was not sold in calendar year covered by register
## 34724 Loan was not originated or was not sold in calendar year covered by register
## 34726                         Commercial bank, savings bank or savings association
## 34730 Loan was not originated or was not sold in calendar year covered by register
## 34736 Loan was not originated or was not sold in calendar year covered by register
## 34738 Loan was not originated or was not sold in calendar year covered by register
## 34742 Loan was not originated or was not sold in calendar year covered by register
## 34748 Loan was not originated or was not sold in calendar year covered by register
## 34758                                                            Fannie Mae (FNMA)
## 34770 Loan was not originated or was not sold in calendar year covered by register
## 34772 Loan was not originated or was not sold in calendar year covered by register
## 34788 Loan was not originated or was not sold in calendar year covered by register
## 34790 Loan was not originated or was not sold in calendar year covered by register
## 34808 Loan was not originated or was not sold in calendar year covered by register
## 34812 Loan was not originated or was not sold in calendar year covered by register
## 34817 Loan was not originated or was not sold in calendar year covered by register
## 34818 Loan was not originated or was not sold in calendar year covered by register
## 34820 Loan was not originated or was not sold in calendar year covered by register
## 34830 Loan was not originated or was not sold in calendar year covered by register
## 34831 Loan was not originated or was not sold in calendar year covered by register
## 34838 Loan was not originated or was not sold in calendar year covered by register
## 34840 Loan was not originated or was not sold in calendar year covered by register
## 34844 Loan was not originated or was not sold in calendar year covered by register
## 34848 Loan was not originated or was not sold in calendar year covered by register
## 34850 Loan was not originated or was not sold in calendar year covered by register
## 34854 Loan was not originated or was not sold in calendar year covered by register
## 34862 Loan was not originated or was not sold in calendar year covered by register
## 34865 Loan was not originated or was not sold in calendar year covered by register
## 34868 Loan was not originated or was not sold in calendar year covered by register
## 34874 Loan was not originated or was not sold in calendar year covered by register
## 34878 Loan was not originated or was not sold in calendar year covered by register
## 34880 Loan was not originated or was not sold in calendar year covered by register
## 34884 Loan was not originated or was not sold in calendar year covered by register
## 34886 Loan was not originated or was not sold in calendar year covered by register
## 34896 Loan was not originated or was not sold in calendar year covered by register
## 34901 Loan was not originated or was not sold in calendar year covered by register
## 34904 Loan was not originated or was not sold in calendar year covered by register
## 34908 Loan was not originated or was not sold in calendar year covered by register
## 34915 Loan was not originated or was not sold in calendar year covered by register
## 34920 Loan was not originated or was not sold in calendar year covered by register
## 34926 Loan was not originated or was not sold in calendar year covered by register
## 34928 Loan was not originated or was not sold in calendar year covered by register
## 34931 Loan was not originated or was not sold in calendar year covered by register
## 34932 Loan was not originated or was not sold in calendar year covered by register
## 34938 Loan was not originated or was not sold in calendar year covered by register
## 34939 Loan was not originated or was not sold in calendar year covered by register
## 34944 Loan was not originated or was not sold in calendar year covered by register
## 34950 Loan was not originated or was not sold in calendar year covered by register
## 34955 Loan was not originated or was not sold in calendar year covered by register
## 34962 Loan was not originated or was not sold in calendar year covered by register
## 34968 Loan was not originated or was not sold in calendar year covered by register
## 34974 Loan was not originated or was not sold in calendar year covered by register
## 34986 Loan was not originated or was not sold in calendar year covered by register
## 34992 Loan was not originated or was not sold in calendar year covered by register
## 34997 Loan was not originated or was not sold in calendar year covered by register
## 34999 Loan was not originated or was not sold in calendar year covered by register
## 35000 Loan was not originated or was not sold in calendar year covered by register
## 35004 Loan was not originated or was not sold in calendar year covered by register
## 35010 Loan was not originated or was not sold in calendar year covered by register
## 35012 Loan was not originated or was not sold in calendar year covered by register
## 35013                                                            Fannie Mae (FNMA)
## 35016 Loan was not originated or was not sold in calendar year covered by register
## 35017 Loan was not originated or was not sold in calendar year covered by register
## 35028 Loan was not originated or was not sold in calendar year covered by register
## 35029                                                            Fannie Mae (FNMA)
## 35032 Loan was not originated or was not sold in calendar year covered by register
## 35034 Loan was not originated or was not sold in calendar year covered by register
## 35036 Loan was not originated or was not sold in calendar year covered by register
## 35041 Loan was not originated or was not sold in calendar year covered by register
## 35046 Loan was not originated or was not sold in calendar year covered by register
## 35052 Loan was not originated or was not sold in calendar year covered by register
## 35054                                                          Freddie Mac (FHLMC)
## 35058 Loan was not originated or was not sold in calendar year covered by register
## 35060 Loan was not originated or was not sold in calendar year covered by register
## 35064 Loan was not originated or was not sold in calendar year covered by register
## 35072 Loan was not originated or was not sold in calendar year covered by register
## 35076 Loan was not originated or was not sold in calendar year covered by register
## 35085 Loan was not originated or was not sold in calendar year covered by register
## 35094 Loan was not originated or was not sold in calendar year covered by register
## 35100 Loan was not originated or was not sold in calendar year covered by register
## 35101                                                            Fannie Mae (FNMA)
## 35106 Loan was not originated or was not sold in calendar year covered by register
## 35108 Loan was not originated or was not sold in calendar year covered by register
## 35116                                                            Fannie Mae (FNMA)
## 35118 Loan was not originated or was not sold in calendar year covered by register
## 35124 Loan was not originated or was not sold in calendar year covered by register
## 35126 Loan was not originated or was not sold in calendar year covered by register
## 35127 Loan was not originated or was not sold in calendar year covered by register
## 35144 Loan was not originated or was not sold in calendar year covered by register
## 35148 Loan was not originated or was not sold in calendar year covered by register
## 35154 Loan was not originated or was not sold in calendar year covered by register
## 35156 Loan was not originated or was not sold in calendar year covered by register
## 35168 Loan was not originated or was not sold in calendar year covered by register
## 35174 Loan was not originated or was not sold in calendar year covered by register
## 35184 Loan was not originated or was not sold in calendar year covered by register
## 35185 Loan was not originated or was not sold in calendar year covered by register
## 35208                                                        Affiliate institution
## 35215 Loan was not originated or was not sold in calendar year covered by register
## 35238 Loan was not originated or was not sold in calendar year covered by register
## 35240 Loan was not originated or was not sold in calendar year covered by register
## 35242 Loan was not originated or was not sold in calendar year covered by register
## 35244 Loan was not originated or was not sold in calendar year covered by register
## 35250 Loan was not originated or was not sold in calendar year covered by register
## 35251 Loan was not originated or was not sold in calendar year covered by register
## 35292 Loan was not originated or was not sold in calendar year covered by register
## 35294 Loan was not originated or was not sold in calendar year covered by register
## 35298 Loan was not originated or was not sold in calendar year covered by register
## 35317 Loan was not originated or was not sold in calendar year covered by register
## 35322 Loan was not originated or was not sold in calendar year covered by register
## 35328 Loan was not originated or was not sold in calendar year covered by register
## 35330 Loan was not originated or was not sold in calendar year covered by register
## 35335 Loan was not originated or was not sold in calendar year covered by register
## 35346 Loan was not originated or was not sold in calendar year covered by register
## 35348 Loan was not originated or was not sold in calendar year covered by register
## 35352 Loan was not originated or was not sold in calendar year covered by register
## 35358                                                      Other type of purchaser
## 35370 Loan was not originated or was not sold in calendar year covered by register
## 35372 Loan was not originated or was not sold in calendar year covered by register
## 35376 Loan was not originated or was not sold in calendar year covered by register
## 35382 Loan was not originated or was not sold in calendar year covered by register
## 35388 Loan was not originated or was not sold in calendar year covered by register
## 35394 Loan was not originated or was not sold in calendar year covered by register
## 35400 Loan was not originated or was not sold in calendar year covered by register
## 35402 Loan was not originated or was not sold in calendar year covered by register
## 35406 Loan was not originated or was not sold in calendar year covered by register
## 35408 Loan was not originated or was not sold in calendar year covered by register
## 35412 Loan was not originated or was not sold in calendar year covered by register
## 35430 Loan was not originated or was not sold in calendar year covered by register
## 35431 Loan was not originated or was not sold in calendar year covered by register
## 35448 Loan was not originated or was not sold in calendar year covered by register
## 35450 Loan was not originated or was not sold in calendar year covered by register
## 35454                                                      Other type of purchaser
## 35455 Loan was not originated or was not sold in calendar year covered by register
## 35460 Loan was not originated or was not sold in calendar year covered by register
## 35466 Loan was not originated or was not sold in calendar year covered by register
## 35472 Loan was not originated or was not sold in calendar year covered by register
## 35478 Loan was not originated or was not sold in calendar year covered by register
## 35484 Loan was not originated or was not sold in calendar year covered by register
## 35485      Life insurance company, credit union, mortgage bank, or finance company
## 35490 Loan was not originated or was not sold in calendar year covered by register
## 35496 Loan was not originated or was not sold in calendar year covered by register
## 35498 Loan was not originated or was not sold in calendar year covered by register
## 35502 Loan was not originated or was not sold in calendar year covered by register
## 35514 Loan was not originated or was not sold in calendar year covered by register
## 35516 Loan was not originated or was not sold in calendar year covered by register
## 35520 Loan was not originated or was not sold in calendar year covered by register
## 35521 Loan was not originated or was not sold in calendar year covered by register
## 35522 Loan was not originated or was not sold in calendar year covered by register
## 35525 Loan was not originated or was not sold in calendar year covered by register
## 35528 Loan was not originated or was not sold in calendar year covered by register
## 35532                                                      Other type of purchaser
## 35538                                                      Other type of purchaser
## 35544 Loan was not originated or was not sold in calendar year covered by register
## 35586                                                            Fannie Mae (FNMA)
## 35598 Loan was not originated or was not sold in calendar year covered by register
## 35601                                                            Fannie Mae (FNMA)
## 35616 Loan was not originated or was not sold in calendar year covered by register
## 35619 Loan was not originated or was not sold in calendar year covered by register
## 35622 Loan was not originated or was not sold in calendar year covered by register
## 35634 Loan was not originated or was not sold in calendar year covered by register
## 35640 Loan was not originated or was not sold in calendar year covered by register
## 35646 Loan was not originated or was not sold in calendar year covered by register
## 35652 Loan was not originated or was not sold in calendar year covered by register
## 35653                                                            Fannie Mae (FNMA)
## 35664                         Commercial bank, savings bank or savings association
## 35676                                                      Other type of purchaser
## 35678 Loan was not originated or was not sold in calendar year covered by register
## 35686 Loan was not originated or was not sold in calendar year covered by register
## 35688 Loan was not originated or was not sold in calendar year covered by register
## 35703 Loan was not originated or was not sold in calendar year covered by register
## 35724 Loan was not originated or was not sold in calendar year covered by register
## 35730 Loan was not originated or was not sold in calendar year covered by register
## 35737 Loan was not originated or was not sold in calendar year covered by register
## 35742 Loan was not originated or was not sold in calendar year covered by register
## 35748 Loan was not originated or was not sold in calendar year covered by register
## 35760 Loan was not originated or was not sold in calendar year covered by register
## 35784 Loan was not originated or was not sold in calendar year covered by register
## 35789                         Commercial bank, savings bank or savings association
## 35790 Loan was not originated or was not sold in calendar year covered by register
## 35802 Loan was not originated or was not sold in calendar year covered by register
## 35814 Loan was not originated or was not sold in calendar year covered by register
## 35820 Loan was not originated or was not sold in calendar year covered by register
## 35910 Loan was not originated or was not sold in calendar year covered by register
## 35921 Loan was not originated or was not sold in calendar year covered by register
## 35922 Loan was not originated or was not sold in calendar year covered by register
## 35925 Loan was not originated or was not sold in calendar year covered by register
## 35937 Loan was not originated or was not sold in calendar year covered by register
## 35946 Loan was not originated or was not sold in calendar year covered by register
## 35970 Loan was not originated or was not sold in calendar year covered by register
## 35979 Loan was not originated or was not sold in calendar year covered by register
## 36006      Life insurance company, credit union, mortgage bank, or finance company
## 36013 Loan was not originated or was not sold in calendar year covered by register
## 36015 Loan was not originated or was not sold in calendar year covered by register
## 36043 Loan was not originated or was not sold in calendar year covered by register
## 36073 Loan was not originated or was not sold in calendar year covered by register
## 36087 Loan was not originated or was not sold in calendar year covered by register
## 36141 Loan was not originated or was not sold in calendar year covered by register
## 36174 Loan was not originated or was not sold in calendar year covered by register
## 36189 Loan was not originated or was not sold in calendar year covered by register
## 36192                                                          Freddie Mac (FHLMC)
## 36226 Loan was not originated or was not sold in calendar year covered by register
## 36261 Loan was not originated or was not sold in calendar year covered by register
## 36265 Loan was not originated or was not sold in calendar year covered by register
## 36283                                                            Fannie Mae (FNMA)
## 36304 Loan was not originated or was not sold in calendar year covered by register
## 36315 Loan was not originated or was not sold in calendar year covered by register
## 36363 Loan was not originated or was not sold in calendar year covered by register
## 36400 Loan was not originated or was not sold in calendar year covered by register
## 36419 Loan was not originated or was not sold in calendar year covered by register
## 36432 Loan was not originated or was not sold in calendar year covered by register
## 36475 Loan was not originated or was not sold in calendar year covered by register
## 36492 Loan was not originated or was not sold in calendar year covered by register
## 36525 Loan was not originated or was not sold in calendar year covered by register
## 36569 Loan was not originated or was not sold in calendar year covered by register
## 36596 Loan was not originated or was not sold in calendar year covered by register
## 36600                                                            Fannie Mae (FNMA)
## 36630                         Commercial bank, savings bank or savings association
## 36637 Loan was not originated or was not sold in calendar year covered by register
## 36641 Loan was not originated or was not sold in calendar year covered by register
## 36748                                                          Freddie Mac (FHLMC)
## 36789 Loan was not originated or was not sold in calendar year covered by register
## 36799 Loan was not originated or was not sold in calendar year covered by register
## 36843 Loan was not originated or was not sold in calendar year covered by register
## 36849 Loan was not originated or was not sold in calendar year covered by register
## 36866 Loan was not originated or was not sold in calendar year covered by register
## 36883 Loan was not originated or was not sold in calendar year covered by register
## 36901 Loan was not originated or was not sold in calendar year covered by register
## 36924 Loan was not originated or was not sold in calendar year covered by register
## 36995 Loan was not originated or was not sold in calendar year covered by register
## 37077 Loan was not originated or was not sold in calendar year covered by register
## 37113 Loan was not originated or was not sold in calendar year covered by register
## 37167 Loan was not originated or was not sold in calendar year covered by register
## 37171 Loan was not originated or was not sold in calendar year covered by register
## 37201 Loan was not originated or was not sold in calendar year covered by register
## 37207 Loan was not originated or was not sold in calendar year covered by register
## 37262 Loan was not originated or was not sold in calendar year covered by register
## 37323 Loan was not originated or was not sold in calendar year covered by register
## 37387 Loan was not originated or was not sold in calendar year covered by register
## 37393 Loan was not originated or was not sold in calendar year covered by register
## 37402 Loan was not originated or was not sold in calendar year covered by register
## 37419 Loan was not originated or was not sold in calendar year covered by register
## 37435 Loan was not originated or was not sold in calendar year covered by register
## 37442 Loan was not originated or was not sold in calendar year covered by register
## 37448      Life insurance company, credit union, mortgage bank, or finance company
## 37484 Loan was not originated or was not sold in calendar year covered by register
## 37579 Loan was not originated or was not sold in calendar year covered by register
## 37584                                                          Freddie Mac (FHLMC)
## 37591 Loan was not originated or was not sold in calendar year covered by register
## 37644                                                          Freddie Mac (FHLMC)
## 37681 Loan was not originated or was not sold in calendar year covered by register
## 37692                                                            Fannie Mae (FNMA)
## 37701 Loan was not originated or was not sold in calendar year covered by register
## 37761 Loan was not originated or was not sold in calendar year covered by register
## 37783 Loan was not originated or was not sold in calendar year covered by register
## 37784                                                          Freddie Mac (FHLMC)
## 37813 Loan was not originated or was not sold in calendar year covered by register
## 37821 Loan was not originated or was not sold in calendar year covered by register
## 37832                                                            Fannie Mae (FNMA)
## 37862                                                          Freddie Mac (FHLMC)
## 37868 Loan was not originated or was not sold in calendar year covered by register
## 37888 Loan was not originated or was not sold in calendar year covered by register
## 37896                                                          Freddie Mac (FHLMC)
## 37968 Loan was not originated or was not sold in calendar year covered by register
## 37970                                                            Fannie Mae (FNMA)
## 38000                                                          Freddie Mac (FHLMC)
## 38014                                                          Freddie Mac (FHLMC)
## 38036 Loan was not originated or was not sold in calendar year covered by register
## 38042                                                          Freddie Mac (FHLMC)
## 38077      Life insurance company, credit union, mortgage bank, or finance company
## 38126                                                            Fannie Mae (FNMA)
## 38145 Loan was not originated or was not sold in calendar year covered by register
## 38149 Loan was not originated or was not sold in calendar year covered by register
## 38164 Loan was not originated or was not sold in calendar year covered by register
## 38166                         Commercial bank, savings bank or savings association
## 38200 Loan was not originated or was not sold in calendar year covered by register
## 38241 Loan was not originated or was not sold in calendar year covered by register
## 38263 Loan was not originated or was not sold in calendar year covered by register
## 38280 Loan was not originated or was not sold in calendar year covered by register
## 38334 Loan was not originated or was not sold in calendar year covered by register
## 38346 Loan was not originated or was not sold in calendar year covered by register
## 38440 Loan was not originated or was not sold in calendar year covered by register
## 38462                                                          Freddie Mac (FHLMC)
## 38476                                                          Freddie Mac (FHLMC)
## 38481 Loan was not originated or was not sold in calendar year covered by register
## 38492 Loan was not originated or was not sold in calendar year covered by register
## 38565 Loan was not originated or was not sold in calendar year covered by register
## 38599 Loan was not originated or was not sold in calendar year covered by register
## 38605 Loan was not originated or was not sold in calendar year covered by register
## 38673 Loan was not originated or was not sold in calendar year covered by register
## 38695 Loan was not originated or was not sold in calendar year covered by register
## 38709 Loan was not originated or was not sold in calendar year covered by register
## 38717 Loan was not originated or was not sold in calendar year covered by register
## 38719 Loan was not originated or was not sold in calendar year covered by register
## 38760 Loan was not originated or was not sold in calendar year covered by register
## 38777 Loan was not originated or was not sold in calendar year covered by register
## 38841 Loan was not originated or was not sold in calendar year covered by register
## 38874                         Commercial bank, savings bank or savings association
## 38921 Loan was not originated or was not sold in calendar year covered by register
## 38924                                                          Freddie Mac (FHLMC)
## 38946                                                      Other type of purchaser
## 38970 Loan was not originated or was not sold in calendar year covered by register
## 38976 Loan was not originated or was not sold in calendar year covered by register
## 38990                                                            Fannie Mae (FNMA)
## 39011 Loan was not originated or was not sold in calendar year covered by register
## 39012                                                          Freddie Mac (FHLMC)
## 39030                                                          Freddie Mac (FHLMC)
## 39036 Loan was not originated or was not sold in calendar year covered by register
## 39041 Loan was not originated or was not sold in calendar year covered by register
## 39066 Loan was not originated or was not sold in calendar year covered by register
## 39078 Loan was not originated or was not sold in calendar year covered by register
## 39090 Loan was not originated or was not sold in calendar year covered by register
## 39096 Loan was not originated or was not sold in calendar year covered by register
## 39124 Loan was not originated or was not sold in calendar year covered by register
## 39150 Loan was not originated or was not sold in calendar year covered by register
## 39156                         Commercial bank, savings bank or savings association
## 39172 Loan was not originated or was not sold in calendar year covered by register
## 39186 Loan was not originated or was not sold in calendar year covered by register
## 39188 Loan was not originated or was not sold in calendar year covered by register
## 39192 Loan was not originated or was not sold in calendar year covered by register
## 39201 Loan was not originated or was not sold in calendar year covered by register
## 39204 Loan was not originated or was not sold in calendar year covered by register
## 39210 Loan was not originated or was not sold in calendar year covered by register
## 39222 Loan was not originated or was not sold in calendar year covered by register
## 39234 Loan was not originated or was not sold in calendar year covered by register
## 39237 Loan was not originated or was not sold in calendar year covered by register
## 39246 Loan was not originated or was not sold in calendar year covered by register
## 39252                         Commercial bank, savings bank or savings association
## 39258 Loan was not originated or was not sold in calendar year covered by register
## 39285 Loan was not originated or was not sold in calendar year covered by register
## 39288 Loan was not originated or was not sold in calendar year covered by register
## 39292 Loan was not originated or was not sold in calendar year covered by register
## 39313 Loan was not originated or was not sold in calendar year covered by register
## 39348 Loan was not originated or was not sold in calendar year covered by register
## 39397 Loan was not originated or was not sold in calendar year covered by register
## 39420                                                          Freddie Mac (FHLMC)
## 39423 Loan was not originated or was not sold in calendar year covered by register
## 39432 Loan was not originated or was not sold in calendar year covered by register
## 39453 Loan was not originated or was not sold in calendar year covered by register
## 39486 Loan was not originated or was not sold in calendar year covered by register
## 39493 Loan was not originated or was not sold in calendar year covered by register
## 39498 Loan was not originated or was not sold in calendar year covered by register
## 39505 Loan was not originated or was not sold in calendar year covered by register
## 39523 Loan was not originated or was not sold in calendar year covered by register
## 39528 Loan was not originated or was not sold in calendar year covered by register
## 39534 Loan was not originated or was not sold in calendar year covered by register
## 39541 Loan was not originated or was not sold in calendar year covered by register
## 39546 Loan was not originated or was not sold in calendar year covered by register
## 39555 Loan was not originated or was not sold in calendar year covered by register
## 39558 Loan was not originated or was not sold in calendar year covered by register
## 39564 Loan was not originated or was not sold in calendar year covered by register
## 39570 Loan was not originated or was not sold in calendar year covered by register
## 39576 Loan was not originated or was not sold in calendar year covered by register
## 39578 Loan was not originated or was not sold in calendar year covered by register
## 39582 Loan was not originated or was not sold in calendar year covered by register
## 39585 Loan was not originated or was not sold in calendar year covered by register
## 39588 Loan was not originated or was not sold in calendar year covered by register
## 39594 Loan was not originated or was not sold in calendar year covered by register
## 39595 Loan was not originated or was not sold in calendar year covered by register
## 39599 Loan was not originated or was not sold in calendar year covered by register
## 39606      Life insurance company, credit union, mortgage bank, or finance company
## 39618 Loan was not originated or was not sold in calendar year covered by register
## 39624 Loan was not originated or was not sold in calendar year covered by register
## 39625 Loan was not originated or was not sold in calendar year covered by register
## 39627 Loan was not originated or was not sold in calendar year covered by register
## 39630 Loan was not originated or was not sold in calendar year covered by register
## 39631 Loan was not originated or was not sold in calendar year covered by register
## 39636 Loan was not originated or was not sold in calendar year covered by register
## 39637                                                          Freddie Mac (FHLMC)
## 39642                                                          Freddie Mac (FHLMC)
## 39647 Loan was not originated or was not sold in calendar year covered by register
## 39648 Loan was not originated or was not sold in calendar year covered by register
## 39654 Loan was not originated or was not sold in calendar year covered by register
## 39660                                                      Other type of purchaser
## 39666 Loan was not originated or was not sold in calendar year covered by register
## 39678 Loan was not originated or was not sold in calendar year covered by register
## 39686                         Commercial bank, savings bank or savings association
## 39701                                                          Freddie Mac (FHLMC)
## 39728                                                          Freddie Mac (FHLMC)
## 39732 Loan was not originated or was not sold in calendar year covered by register
## 39758                                                            Fannie Mae (FNMA)
## 39762 Loan was not originated or was not sold in calendar year covered by register
## 39768                                                            Ginnie Mae (GNMA)
## 39780                                                        Affiliate institution
## 39798 Loan was not originated or was not sold in calendar year covered by register
## 39810 Loan was not originated or was not sold in calendar year covered by register
## 39816 Loan was not originated or was not sold in calendar year covered by register
## 39828 Loan was not originated or was not sold in calendar year covered by register
## 39829 Loan was not originated or was not sold in calendar year covered by register
## 39834 Loan was not originated or was not sold in calendar year covered by register
## 39851                                                          Freddie Mac (FHLMC)
## 39858 Loan was not originated or was not sold in calendar year covered by register
## 39879 Loan was not originated or was not sold in calendar year covered by register
## 39889 Loan was not originated or was not sold in calendar year covered by register
## 39906 Loan was not originated or was not sold in calendar year covered by register
## 39919 Loan was not originated or was not sold in calendar year covered by register
## 39940                                                            Fannie Mae (FNMA)
## 39948 Loan was not originated or was not sold in calendar year covered by register
## 39960 Loan was not originated or was not sold in calendar year covered by register
## 40034 Loan was not originated or was not sold in calendar year covered by register
## 40068 Loan was not originated or was not sold in calendar year covered by register
## 40069 Loan was not originated or was not sold in calendar year covered by register
## 40073      Life insurance company, credit union, mortgage bank, or finance company
## 40135 Loan was not originated or was not sold in calendar year covered by register
## 40146 Loan was not originated or was not sold in calendar year covered by register
## 40152                         Commercial bank, savings bank or savings association
## 40204 Loan was not originated or was not sold in calendar year covered by register
## 40218                                                            Fannie Mae (FNMA)
## 40240 Loan was not originated or was not sold in calendar year covered by register
## 40278      Life insurance company, credit union, mortgage bank, or finance company
## 40282 Loan was not originated or was not sold in calendar year covered by register
## 40302                                                            Fannie Mae (FNMA)
## 40310                                                            Fannie Mae (FNMA)
## 40317                                                          Freddie Mac (FHLMC)
## 40340 Loan was not originated or was not sold in calendar year covered by register
## 40345 Loan was not originated or was not sold in calendar year covered by register
## 40379                         Commercial bank, savings bank or savings association
## 40381                                                            Fannie Mae (FNMA)
## 40386 Loan was not originated or was not sold in calendar year covered by register
## 40393 Loan was not originated or was not sold in calendar year covered by register
## 40396 Loan was not originated or was not sold in calendar year covered by register
## 40413 Loan was not originated or was not sold in calendar year covered by register
## 40429 Loan was not originated or was not sold in calendar year covered by register
## 40465 Loan was not originated or was not sold in calendar year covered by register
## 40488 Loan was not originated or was not sold in calendar year covered by register
## 40501 Loan was not originated or was not sold in calendar year covered by register
## 40512                                                      Other type of purchaser
## 40529                         Commercial bank, savings bank or savings association
## 40530                         Commercial bank, savings bank or savings association
## 40550      Life insurance company, credit union, mortgage bank, or finance company
## 40567                                                      Other type of purchaser
## 40639 Loan was not originated or was not sold in calendar year covered by register
## 40640      Life insurance company, credit union, mortgage bank, or finance company
## 40645 Loan was not originated or was not sold in calendar year covered by register
## 40661 Loan was not originated or was not sold in calendar year covered by register
## 40705 Loan was not originated or was not sold in calendar year covered by register
## 40707 Loan was not originated or was not sold in calendar year covered by register
## 40716 Loan was not originated or was not sold in calendar year covered by register
## 40731 Loan was not originated or was not sold in calendar year covered by register
## 40740                                                      Other type of purchaser
## 40741 Loan was not originated or was not sold in calendar year covered by register
## 40744 Loan was not originated or was not sold in calendar year covered by register
## 40762 Loan was not originated or was not sold in calendar year covered by register
## 40803 Loan was not originated or was not sold in calendar year covered by register
## 40807 Loan was not originated or was not sold in calendar year covered by register
## 40817 Loan was not originated or was not sold in calendar year covered by register
## 40853 Loan was not originated or was not sold in calendar year covered by register
## 40877 Loan was not originated or was not sold in calendar year covered by register
## 40897 Loan was not originated or was not sold in calendar year covered by register
## 40929                                                            Fannie Mae (FNMA)
## 40978 Loan was not originated or was not sold in calendar year covered by register
## 40983 Loan was not originated or was not sold in calendar year covered by register
## 40995 Loan was not originated or was not sold in calendar year covered by register
## 41037 Loan was not originated or was not sold in calendar year covered by register
## 41041 Loan was not originated or was not sold in calendar year covered by register
## 41047 Loan was not originated or was not sold in calendar year covered by register
## 41119 Loan was not originated or was not sold in calendar year covered by register
## 41149 Loan was not originated or was not sold in calendar year covered by register
## 41176 Loan was not originated or was not sold in calendar year covered by register
## 41191 Loan was not originated or was not sold in calendar year covered by register
## 41218 Loan was not originated or was not sold in calendar year covered by register
## 41229 Loan was not originated or was not sold in calendar year covered by register
## 41241 Loan was not originated or was not sold in calendar year covered by register
## 41316                                                            Fannie Mae (FNMA)
## 41320 Loan was not originated or was not sold in calendar year covered by register
## 41332 Loan was not originated or was not sold in calendar year covered by register
## 41355 Loan was not originated or was not sold in calendar year covered by register
## 41365 Loan was not originated or was not sold in calendar year covered by register
## 41368 Loan was not originated or was not sold in calendar year covered by register
## 41381      Life insurance company, credit union, mortgage bank, or finance company
## 41406                         Commercial bank, savings bank or savings association
## 41448 Loan was not originated or was not sold in calendar year covered by register
## 41479                                                          Freddie Mac (FHLMC)
## 41499 Loan was not originated or was not sold in calendar year covered by register
## 41515 Loan was not originated or was not sold in calendar year covered by register
## 41526                                                          Freddie Mac (FHLMC)
## 41561 Loan was not originated or was not sold in calendar year covered by register
## 41574 Loan was not originated or was not sold in calendar year covered by register
## 41584 Loan was not originated or was not sold in calendar year covered by register
## 41592 Loan was not originated or was not sold in calendar year covered by register
## 41602      Life insurance company, credit union, mortgage bank, or finance company
## 41608                                                            Fannie Mae (FNMA)
## 41628 Loan was not originated or was not sold in calendar year covered by register
## 41644      Life insurance company, credit union, mortgage bank, or finance company
## 41692 Loan was not originated or was not sold in calendar year covered by register
## 41708                                                          Freddie Mac (FHLMC)
## 41733 Loan was not originated or was not sold in calendar year covered by register
## 41769 Loan was not originated or was not sold in calendar year covered by register
## 41822                                                        Affiliate institution
## 41828                         Commercial bank, savings bank or savings association
## 41857 Loan was not originated or was not sold in calendar year covered by register
## 41858 Loan was not originated or was not sold in calendar year covered by register
## 41865 Loan was not originated or was not sold in calendar year covered by register
## 41871 Loan was not originated or was not sold in calendar year covered by register
## 41925 Loan was not originated or was not sold in calendar year covered by register
## 41931 Loan was not originated or was not sold in calendar year covered by register
## 41991 Loan was not originated or was not sold in calendar year covered by register
## 42039 Loan was not originated or was not sold in calendar year covered by register
## 42088 Loan was not originated or was not sold in calendar year covered by register
## 42094                                                          Freddie Mac (FHLMC)
## 42173                                                          Freddie Mac (FHLMC)
## 42182                                                            Fannie Mae (FNMA)
## 42211 Loan was not originated or was not sold in calendar year covered by register
## 42222                                                            Fannie Mae (FNMA)
## 42224 Loan was not originated or was not sold in calendar year covered by register
## 42267 Loan was not originated or was not sold in calendar year covered by register
## 42274 Loan was not originated or was not sold in calendar year covered by register
## 42278                                                            Fannie Mae (FNMA)
## 42285 Loan was not originated or was not sold in calendar year covered by register
## 42308      Life insurance company, credit union, mortgage bank, or finance company
## 42314 Loan was not originated or was not sold in calendar year covered by register
## 42358 Loan was not originated or was not sold in calendar year covered by register
## 42359 Loan was not originated or was not sold in calendar year covered by register
## 42422 Loan was not originated or was not sold in calendar year covered by register
## 42451                                                            Fannie Mae (FNMA)
## 42454 Loan was not originated or was not sold in calendar year covered by register
## 42458 Loan was not originated or was not sold in calendar year covered by register
## 42508 Loan was not originated or was not sold in calendar year covered by register
## 42584 Loan was not originated or was not sold in calendar year covered by register
## 42676 Loan was not originated or was not sold in calendar year covered by register
## 42687 Loan was not originated or was not sold in calendar year covered by register
## 42694 Loan was not originated or was not sold in calendar year covered by register
## 42794                                                      Other type of purchaser
## 42825 Loan was not originated or was not sold in calendar year covered by register
## 42826 Loan was not originated or was not sold in calendar year covered by register
## 42858                                                            Fannie Mae (FNMA)
## 42892 Loan was not originated or was not sold in calendar year covered by register
## 42916 Loan was not originated or was not sold in calendar year covered by register
## 42920 Loan was not originated or was not sold in calendar year covered by register
## 42925 Loan was not originated or was not sold in calendar year covered by register
## 43000 Loan was not originated or was not sold in calendar year covered by register
## 43021                                                          Freddie Mac (FHLMC)
## 43060 Loan was not originated or was not sold in calendar year covered by register
## 43066 Loan was not originated or was not sold in calendar year covered by register
## 43072 Loan was not originated or was not sold in calendar year covered by register
## 43092                         Commercial bank, savings bank or savings association
## 43102 Loan was not originated or was not sold in calendar year covered by register
## 43107                         Commercial bank, savings bank or savings association
## 43126 Loan was not originated or was not sold in calendar year covered by register
## 43128 Loan was not originated or was not sold in calendar year covered by register
## 43143 Loan was not originated or was not sold in calendar year covered by register
## 43151      Life insurance company, credit union, mortgage bank, or finance company
## 43155 Loan was not originated or was not sold in calendar year covered by register
## 43209 Loan was not originated or was not sold in calendar year covered by register
## 43210 Loan was not originated or was not sold in calendar year covered by register
## 43379 Loan was not originated or was not sold in calendar year covered by register
## 43396 Loan was not originated or was not sold in calendar year covered by register
## 43401 Loan was not originated or was not sold in calendar year covered by register
## 43440 Loan was not originated or was not sold in calendar year covered by register
## 43470 Loan was not originated or was not sold in calendar year covered by register
## 43485 Loan was not originated or was not sold in calendar year covered by register
## 43521 Loan was not originated or was not sold in calendar year covered by register
## 43524 Loan was not originated or was not sold in calendar year covered by register
## 43530                                                      Other type of purchaser
## 43548 Loan was not originated or was not sold in calendar year covered by register
## 43554 Loan was not originated or was not sold in calendar year covered by register
## 43557 Loan was not originated or was not sold in calendar year covered by register
## 43575 Loan was not originated or was not sold in calendar year covered by register
## 43578 Loan was not originated or was not sold in calendar year covered by register
## 43584                                                      Other type of purchaser
## 43626                                                            Fannie Mae (FNMA)
## 43638                                                          Freddie Mac (FHLMC)
## 43710 Loan was not originated or was not sold in calendar year covered by register
## 43720 Loan was not originated or was not sold in calendar year covered by register
## 43726                                                            Fannie Mae (FNMA)
## 43754 Loan was not originated or was not sold in calendar year covered by register
## 43930 Loan was not originated or was not sold in calendar year covered by register
## 43952                                                          Freddie Mac (FHLMC)
## 43983 Loan was not originated or was not sold in calendar year covered by register
## 43989 Loan was not originated or was not sold in calendar year covered by register
## 44012 Loan was not originated or was not sold in calendar year covered by register
## 44044                                                          Freddie Mac (FHLMC)
## 44054                                                          Freddie Mac (FHLMC)
## 44068 Loan was not originated or was not sold in calendar year covered by register
## 44110 Loan was not originated or was not sold in calendar year covered by register
## 44169 Loan was not originated or was not sold in calendar year covered by register
## 44225 Loan was not originated or was not sold in calendar year covered by register
## 44251 Loan was not originated or was not sold in calendar year covered by register
## 44256      Life insurance company, credit union, mortgage bank, or finance company
## 44268 Loan was not originated or was not sold in calendar year covered by register
## 44286 Loan was not originated or was not sold in calendar year covered by register
## 44298      Life insurance company, credit union, mortgage bank, or finance company
## 44308 Loan was not originated or was not sold in calendar year covered by register
## 44316 Loan was not originated or was not sold in calendar year covered by register
## 44321                                                            Fannie Mae (FNMA)
## 44325 Loan was not originated or was not sold in calendar year covered by register
## 44331 Loan was not originated or was not sold in calendar year covered by register
## 44358 Loan was not originated or was not sold in calendar year covered by register
## 44364 Loan was not originated or was not sold in calendar year covered by register
## 44376                                                          Freddie Mac (FHLMC)
## 44382 Loan was not originated or was not sold in calendar year covered by register
## 44388 Loan was not originated or was not sold in calendar year covered by register
## 44400                                                        Affiliate institution
## 44412                                                      Other type of purchaser
## 44418 Loan was not originated or was not sold in calendar year covered by register
## 44424      Life insurance company, credit union, mortgage bank, or finance company
## 44432 Loan was not originated or was not sold in calendar year covered by register
## 44436 Loan was not originated or was not sold in calendar year covered by register
## 44438                         Commercial bank, savings bank or savings association
## 44448 Loan was not originated or was not sold in calendar year covered by register
## 44454 Loan was not originated or was not sold in calendar year covered by register
## 44464 Loan was not originated or was not sold in calendar year covered by register
## 44474                                                        Affiliate institution
## 44510                                                            Fannie Mae (FNMA)
## 44520                         Commercial bank, savings bank or savings association
## 44537 Loan was not originated or was not sold in calendar year covered by register
## 44538                         Commercial bank, savings bank or savings association
## 44566                                                          Freddie Mac (FHLMC)
## 44599 Loan was not originated or was not sold in calendar year covered by register
## 44625 Loan was not originated or was not sold in calendar year covered by register
## 44639 Loan was not originated or was not sold in calendar year covered by register
## 44646 Loan was not originated or was not sold in calendar year covered by register
## 44648 Loan was not originated or was not sold in calendar year covered by register
## 44652 Loan was not originated or was not sold in calendar year covered by register
## 44694                                                            Fannie Mae (FNMA)
## 44698 Loan was not originated or was not sold in calendar year covered by register
## 44715 Loan was not originated or was not sold in calendar year covered by register
## 44746 Loan was not originated or was not sold in calendar year covered by register
## 44747 Loan was not originated or was not sold in calendar year covered by register
## 44785 Loan was not originated or was not sold in calendar year covered by register
## 44801 Loan was not originated or was not sold in calendar year covered by register
## 44848 Loan was not originated or was not sold in calendar year covered by register
## 44879                                                          Freddie Mac (FHLMC)
## 44938                                                      Other type of purchaser
## 45003 Loan was not originated or was not sold in calendar year covered by register
## 45100 Loan was not originated or was not sold in calendar year covered by register
## 45108                         Commercial bank, savings bank or savings association
## 45153 Loan was not originated or was not sold in calendar year covered by register
## 45171 Loan was not originated or was not sold in calendar year covered by register
## 45205 Loan was not originated or was not sold in calendar year covered by register
## 45339                                                          Freddie Mac (FHLMC)
## 45351 Loan was not originated or was not sold in calendar year covered by register
## 45361 Loan was not originated or was not sold in calendar year covered by register
## 45386                                                          Freddie Mac (FHLMC)
## 45434                                                          Freddie Mac (FHLMC)
## 45443      Life insurance company, credit union, mortgage bank, or finance company
## 45452                                                            Fannie Mae (FNMA)
## 45482 Loan was not originated or was not sold in calendar year covered by register
## 45486                                                          Freddie Mac (FHLMC)
## 45519 Loan was not originated or was not sold in calendar year covered by register
## 45525                                                            Fannie Mae (FNMA)
## 45633 Loan was not originated or was not sold in calendar year covered by register
## 45641 Loan was not originated or was not sold in calendar year covered by register
## 45646 Loan was not originated or was not sold in calendar year covered by register
## 45660                                                            Ginnie Mae (GNMA)
## 45676                                                            Fannie Mae (FNMA)
## 45690                                                            Fannie Mae (FNMA)
## 45714 Loan was not originated or was not sold in calendar year covered by register
## 45717 Loan was not originated or was not sold in calendar year covered by register
## 45741 Loan was not originated or was not sold in calendar year covered by register
## 45778 Loan was not originated or was not sold in calendar year covered by register
## 45877                                                            Fannie Mae (FNMA)
## 45928 Loan was not originated or was not sold in calendar year covered by register
## 45975 Loan was not originated or was not sold in calendar year covered by register
## 46035 Loan was not originated or was not sold in calendar year covered by register
## 46093 Loan was not originated or was not sold in calendar year covered by register
## 46137 Loan was not originated or was not sold in calendar year covered by register
## 46144 Loan was not originated or was not sold in calendar year covered by register
## 46228 Loan was not originated or was not sold in calendar year covered by register
## 46229                         Commercial bank, savings bank or savings association
## 46251 Loan was not originated or was not sold in calendar year covered by register
## 46269 Loan was not originated or was not sold in calendar year covered by register
## 46275 Loan was not originated or was not sold in calendar year covered by register
## 46311 Loan was not originated or was not sold in calendar year covered by register
## 46455 Loan was not originated or was not sold in calendar year covered by register
## 46472                                                            Fannie Mae (FNMA)
## 46498 Loan was not originated or was not sold in calendar year covered by register
## 46608                                                          Freddie Mac (FHLMC)
## 46624                                                          Freddie Mac (FHLMC)
## 46654 Loan was not originated or was not sold in calendar year covered by register
## 46659 Loan was not originated or was not sold in calendar year covered by register
## 46707 Loan was not originated or was not sold in calendar year covered by register
## 46717                                                          Freddie Mac (FHLMC)
## 46743 Loan was not originated or was not sold in calendar year covered by register
## 46751 Loan was not originated or was not sold in calendar year covered by register
## 46763                                                            Fannie Mae (FNMA)
## 46786 Loan was not originated or was not sold in calendar year covered by register
## 46809 Loan was not originated or was not sold in calendar year covered by register
## 46869 Loan was not originated or was not sold in calendar year covered by register
## 46890                                                            Fannie Mae (FNMA)
## 46936                                                        Affiliate institution
## 46938 Loan was not originated or was not sold in calendar year covered by register
## 46959 Loan was not originated or was not sold in calendar year covered by register
## 47030      Life insurance company, credit union, mortgage bank, or finance company
## 47040                                                            Fannie Mae (FNMA)
## 47092 Loan was not originated or was not sold in calendar year covered by register
## 47115 Loan was not originated or was not sold in calendar year covered by register
## 47187                                                          Freddie Mac (FHLMC)
## 47261                         Commercial bank, savings bank or savings association
## 47343 Loan was not originated or was not sold in calendar year covered by register
## 47356 Loan was not originated or was not sold in calendar year covered by register
## 47445 Loan was not originated or was not sold in calendar year covered by register
## 47517 Loan was not originated or was not sold in calendar year covered by register
## 47556 Loan was not originated or was not sold in calendar year covered by register
## 47568 Loan was not originated or was not sold in calendar year covered by register
## 47574                                                          Freddie Mac (FHLMC)
## 47584 Loan was not originated or was not sold in calendar year covered by register
## 47606                                                            Fannie Mae (FNMA)
## 47610 Loan was not originated or was not sold in calendar year covered by register
## 47616 Loan was not originated or was not sold in calendar year covered by register
## 47644 Loan was not originated or was not sold in calendar year covered by register
## 47646 Loan was not originated or was not sold in calendar year covered by register
## 47683 Loan was not originated or was not sold in calendar year covered by register
## 47706 Loan was not originated or was not sold in calendar year covered by register
## 47713 Loan was not originated or was not sold in calendar year covered by register
## 47718 Loan was not originated or was not sold in calendar year covered by register
## 47724 Loan was not originated or was not sold in calendar year covered by register
## 47736                         Commercial bank, savings bank or savings association
## 47742 Loan was not originated or was not sold in calendar year covered by register
## 47755 Loan was not originated or was not sold in calendar year covered by register
## 47756 Loan was not originated or was not sold in calendar year covered by register
## 47777 Loan was not originated or was not sold in calendar year covered by register
## 47778 Loan was not originated or was not sold in calendar year covered by register
## 47784 Loan was not originated or was not sold in calendar year covered by register
## 47796 Loan was not originated or was not sold in calendar year covered by register
## 47805 Loan was not originated or was not sold in calendar year covered by register
## 47824 Loan was not originated or was not sold in calendar year covered by register
## 47839                                                       Private securitization
## 47844 Loan was not originated or was not sold in calendar year covered by register
## 47875 Loan was not originated or was not sold in calendar year covered by register
## 47899 Loan was not originated or was not sold in calendar year covered by register
## 47929 Loan was not originated or was not sold in calendar year covered by register
## 47955 Loan was not originated or was not sold in calendar year covered by register
## 47975 Loan was not originated or was not sold in calendar year covered by register
## 47983 Loan was not originated or was not sold in calendar year covered by register
## 48033 Loan was not originated or was not sold in calendar year covered by register
## 48062 Loan was not originated or was not sold in calendar year covered by register
## 48095 Loan was not originated or was not sold in calendar year covered by register
## 48161                                                            Fannie Mae (FNMA)
## 48192 Loan was not originated or was not sold in calendar year covered by register
## 48204                                                            Fannie Mae (FNMA)
## 48225 Loan was not originated or was not sold in calendar year covered by register
## 48288                                                        Affiliate institution
## 48295 Loan was not originated or was not sold in calendar year covered by register
## 48315 Loan was not originated or was not sold in calendar year covered by register
## 48316 Loan was not originated or was not sold in calendar year covered by register
## 48317                                                            Fannie Mae (FNMA)
## 48339 Loan was not originated or was not sold in calendar year covered by register
## 48340 Loan was not originated or was not sold in calendar year covered by register
## 48425 Loan was not originated or was not sold in calendar year covered by register
## 48532 Loan was not originated or was not sold in calendar year covered by register
## 48553                         Commercial bank, savings bank or savings association
## 48586 Loan was not originated or was not sold in calendar year covered by register
## 48682 Loan was not originated or was not sold in calendar year covered by register
## 48743 Loan was not originated or was not sold in calendar year covered by register
## 48748 Loan was not originated or was not sold in calendar year covered by register
## 48759 Loan was not originated or was not sold in calendar year covered by register
## 48766 Loan was not originated or was not sold in calendar year covered by register
## 48778 Loan was not originated or was not sold in calendar year covered by register
## 48788                                                            Fannie Mae (FNMA)
## 48793                                                            Fannie Mae (FNMA)
## 48799 Loan was not originated or was not sold in calendar year covered by register
## 48811                                                            Fannie Mae (FNMA)
## 48814 Loan was not originated or was not sold in calendar year covered by register
## 48834                                                        Affiliate institution
## 48844                                                      Other type of purchaser
## 48988 Loan was not originated or was not sold in calendar year covered by register
## 49015 Loan was not originated or was not sold in calendar year covered by register
## 49045      Life insurance company, credit union, mortgage bank, or finance company
## 49054 Loan was not originated or was not sold in calendar year covered by register
## 49055                                                            Fannie Mae (FNMA)
## 49069 Loan was not originated or was not sold in calendar year covered by register
## 49091 Loan was not originated or was not sold in calendar year covered by register
## 49146      Life insurance company, credit union, mortgage bank, or finance company
## 49161 Loan was not originated or was not sold in calendar year covered by register
## 49165                                                            Fannie Mae (FNMA)
## 49177 Loan was not originated or was not sold in calendar year covered by register
## 49222 Loan was not originated or was not sold in calendar year covered by register
## 49229 Loan was not originated or was not sold in calendar year covered by register
## 49235 Loan was not originated or was not sold in calendar year covered by register
## 49243                                                            Fannie Mae (FNMA)
## 49253                                                            Fannie Mae (FNMA)
## 49297 Loan was not originated or was not sold in calendar year covered by register
## 49389 Loan was not originated or was not sold in calendar year covered by register
## 49398 Loan was not originated or was not sold in calendar year covered by register
## 49416                                                          Freddie Mac (FHLMC)
## 49419 Loan was not originated or was not sold in calendar year covered by register
## 49425                                                          Freddie Mac (FHLMC)
## 49431 Loan was not originated or was not sold in calendar year covered by register
## 49452      Life insurance company, credit union, mortgage bank, or finance company
## 49469 Loan was not originated or was not sold in calendar year covered by register
## 49498 Loan was not originated or was not sold in calendar year covered by register
## 49559 Loan was not originated or was not sold in calendar year covered by register
## 49576 Loan was not originated or was not sold in calendar year covered by register
## 49589 Loan was not originated or was not sold in calendar year covered by register
## 49594 Loan was not originated or was not sold in calendar year covered by register
## 49602 Loan was not originated or was not sold in calendar year covered by register
## 49685                         Commercial bank, savings bank or savings association
## 49705 Loan was not originated or was not sold in calendar year covered by register
## 49717                                                            Fannie Mae (FNMA)
## 49749 Loan was not originated or was not sold in calendar year covered by register
## 49763 Loan was not originated or was not sold in calendar year covered by register
## 49769 Loan was not originated or was not sold in calendar year covered by register
## 49771 Loan was not originated or was not sold in calendar year covered by register
## 49779 Loan was not originated or was not sold in calendar year covered by register
## 49785 Loan was not originated or was not sold in calendar year covered by register
## 49877                                                      Other type of purchaser
## 49923 Loan was not originated or was not sold in calendar year covered by register
## 49924 Loan was not originated or was not sold in calendar year covered by register
## 49926 Loan was not originated or was not sold in calendar year covered by register
## 50012 Loan was not originated or was not sold in calendar year covered by register
## 50047                                                          Freddie Mac (FHLMC)
## 50055 Loan was not originated or was not sold in calendar year covered by register
## 50060                                                            Fannie Mae (FNMA)
## 50062 Loan was not originated or was not sold in calendar year covered by register
## 50079 Loan was not originated or was not sold in calendar year covered by register
## 50092 Loan was not originated or was not sold in calendar year covered by register
## 50098 Loan was not originated or was not sold in calendar year covered by register
## 50105                         Commercial bank, savings bank or savings association
## 50124 Loan was not originated or was not sold in calendar year covered by register
## 50130 Loan was not originated or was not sold in calendar year covered by register
## 50142                                                          Freddie Mac (FHLMC)
## 50145      Life insurance company, credit union, mortgage bank, or finance company
## 50148 Loan was not originated or was not sold in calendar year covered by register
## 50158 Loan was not originated or was not sold in calendar year covered by register
## 50160 Loan was not originated or was not sold in calendar year covered by register
## 50166 Loan was not originated or was not sold in calendar year covered by register
## 50172 Loan was not originated or was not sold in calendar year covered by register
## 50200 Loan was not originated or was not sold in calendar year covered by register
## 50220                                                            Fannie Mae (FNMA)
## 50224 Loan was not originated or was not sold in calendar year covered by register
## 50227                                                            Fannie Mae (FNMA)
## 50302 Loan was not originated or was not sold in calendar year covered by register
## 50340 Loan was not originated or was not sold in calendar year covered by register
## 50352 Loan was not originated or was not sold in calendar year covered by register
## 50358 Loan was not originated or was not sold in calendar year covered by register
## 50364 Loan was not originated or was not sold in calendar year covered by register
## 50371                                                          Freddie Mac (FHLMC)
## 50376                                                      Other type of purchaser
## 50377 Loan was not originated or was not sold in calendar year covered by register
## 50382 Loan was not originated or was not sold in calendar year covered by register
## 50385      Life insurance company, credit union, mortgage bank, or finance company
## 50394 Loan was not originated or was not sold in calendar year covered by register
## 50400 Loan was not originated or was not sold in calendar year covered by register
## 50412 Loan was not originated or was not sold in calendar year covered by register
## 50424 Loan was not originated or was not sold in calendar year covered by register
## 50443                                                            Fannie Mae (FNMA)
## 50454 Loan was not originated or was not sold in calendar year covered by register
## 50469 Loan was not originated or was not sold in calendar year covered by register
## 50472 Loan was not originated or was not sold in calendar year covered by register
## 50481 Loan was not originated or was not sold in calendar year covered by register
## 50484 Loan was not originated or was not sold in calendar year covered by register
## 50490 Loan was not originated or was not sold in calendar year covered by register
## 50495                         Commercial bank, savings bank or savings association
## 50502 Loan was not originated or was not sold in calendar year covered by register
## 50526 Loan was not originated or was not sold in calendar year covered by register
## 50538 Loan was not originated or was not sold in calendar year covered by register
## 50556                                                            Fannie Mae (FNMA)
## 50573 Loan was not originated or was not sold in calendar year covered by register
## 50574 Loan was not originated or was not sold in calendar year covered by register
## 50580 Loan was not originated or was not sold in calendar year covered by register
## 50586 Loan was not originated or was not sold in calendar year covered by register
## 50598 Loan was not originated or was not sold in calendar year covered by register
## 50604 Loan was not originated or was not sold in calendar year covered by register
## 50610 Loan was not originated or was not sold in calendar year covered by register
## 50622 Loan was not originated or was not sold in calendar year covered by register
## 50633 Loan was not originated or was not sold in calendar year covered by register
## 50634 Loan was not originated or was not sold in calendar year covered by register
## 50646 Loan was not originated or was not sold in calendar year covered by register
## 50658 Loan was not originated or was not sold in calendar year covered by register
## 50659 Loan was not originated or was not sold in calendar year covered by register
## 50668 Loan was not originated or was not sold in calendar year covered by register
## 50682                                                          Freddie Mac (FHLMC)
## 50736 Loan was not originated or was not sold in calendar year covered by register
## 50743 Loan was not originated or was not sold in calendar year covered by register
## 50748 Loan was not originated or was not sold in calendar year covered by register
## 50760 Loan was not originated or was not sold in calendar year covered by register
## 50772 Loan was not originated or was not sold in calendar year covered by register
## 50808 Loan was not originated or was not sold in calendar year covered by register
## 50815 Loan was not originated or was not sold in calendar year covered by register
## 50862 Loan was not originated or was not sold in calendar year covered by register
##                                 denial_reason_name_1 hoepa_status_name
## 1                                                     Not a HOEPA loan
## 7                                                     Not a HOEPA loan
## 9                                                     Not a HOEPA loan
## 37                                                    Not a HOEPA loan
## 51                                                    Not a HOEPA loan
## 87                                                    Not a HOEPA loan
## 112                                                   Not a HOEPA loan
## 154                                                   Not a HOEPA loan
## 171                                                   Not a HOEPA loan
## 177                                                   Not a HOEPA loan
## 224                                                   Not a HOEPA loan
## 238                                                   Not a HOEPA loan
## 248                                                   Not a HOEPA loan
## 250                                                   Not a HOEPA loan
## 315                    Credit application incomplete  Not a HOEPA loan
## 331                                                   Not a HOEPA loan
## 332                                                   Not a HOEPA loan
## 334                                                   Not a HOEPA loan
## 336                                                   Not a HOEPA loan
## 361                                                   Not a HOEPA loan
## 399   Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 454                                                   Not a HOEPA loan
## 458                                                   Not a HOEPA loan
## 472                                                   Not a HOEPA loan
## 482                                                   Not a HOEPA loan
## 515                                                   Not a HOEPA loan
## 544                                                   Not a HOEPA loan
## 555                                                   Not a HOEPA loan
## 628                                                   Not a HOEPA loan
## 639                             Debt-to-income ratio  Not a HOEPA loan
## 652                                                   Not a HOEPA loan
## 676                                                   Not a HOEPA loan
## 687                    Credit application incomplete  Not a HOEPA loan
## 693                                                   Not a HOEPA loan
## 697                                                   Not a HOEPA loan
## 711                                                   Not a HOEPA loan
## 712                                                   Not a HOEPA loan
## 723                                                   Not a HOEPA loan
## 728                                                   Not a HOEPA loan
## 735                                                   Not a HOEPA loan
## 766                                                   Not a HOEPA loan
## 769                                       Collateral  Not a HOEPA loan
## 790                                                   Not a HOEPA loan
## 795                                                   Not a HOEPA loan
## 807                                                   Not a HOEPA loan
## 813                                                   Not a HOEPA loan
## 826                                                   Not a HOEPA loan
## 837                                                   Not a HOEPA loan
## 850                                                   Not a HOEPA loan
## 856                                                   Not a HOEPA loan
## 886                                                   Not a HOEPA loan
## 888                                                   Not a HOEPA loan
## 916                                                   Not a HOEPA loan
## 933                                                   Not a HOEPA loan
## 952                                                   Not a HOEPA loan
## 976                                                   Not a HOEPA loan
## 988                                                   Not a HOEPA loan
## 1000                                                  Not a HOEPA loan
## 1004                                                  Not a HOEPA loan
## 1006                                  Credit history  Not a HOEPA loan
## 1024                                                  Not a HOEPA loan
## 1051                                                  Not a HOEPA loan
## 1059                                                  Not a HOEPA loan
## 1084                                                  Not a HOEPA loan
## 1120                                                  Not a HOEPA loan
## 1126                                                  Not a HOEPA loan
## 1131                                                  Not a HOEPA loan
## 1133                                                  Not a HOEPA loan
## 1168                                                  Not a HOEPA loan
## 1186                                                  Not a HOEPA loan
## 1192                                                  Not a HOEPA loan
## 1204                                                  Not a HOEPA loan
## 1214                                                  Not a HOEPA loan
## 1294                                                  Not a HOEPA loan
## 1306                                                  Not a HOEPA loan
## 1307                                                  Not a HOEPA loan
## 1311  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 1327  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 1353                                                  Not a HOEPA loan
## 1365                                      Collateral  Not a HOEPA loan
## 1372                                                  Not a HOEPA loan
## 1390                                                  Not a HOEPA loan
## 1395                                                  Not a HOEPA loan
## 1461                                                  Not a HOEPA loan
## 1486                                                  Not a HOEPA loan
## 1491                                           Other  Not a HOEPA loan
## 1498                                                  Not a HOEPA loan
## 1510                                                  Not a HOEPA loan
## 1533                                      Collateral  Not a HOEPA loan
## 1578                                                  Not a HOEPA loan
## 1588                                                  Not a HOEPA loan
## 1594                            Debt-to-income ratio  Not a HOEPA loan
## 1612                                                  Not a HOEPA loan
## 1623                                  Credit history  Not a HOEPA loan
## 1636                                                  Not a HOEPA loan
## 1647                                                  Not a HOEPA loan
## 1660  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 1679                                                  Not a HOEPA loan
## 1702                                                  Not a HOEPA loan
## 1725                                                  Not a HOEPA loan
## 1731                                                  Not a HOEPA loan
## 1737                                                  Not a HOEPA loan
## 1756                                                  Not a HOEPA loan
## 1761                                                  Not a HOEPA loan
## 1767                                                  Not a HOEPA loan
## 1774                                                  Not a HOEPA loan
## 1798                                                  Not a HOEPA loan
## 1803                                                  Not a HOEPA loan
## 1822                                                  Not a HOEPA loan
## 1827                        Unverifiable information  Not a HOEPA loan
## 1839                                                  Not a HOEPA loan
## 1892  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 1898                                                  Not a HOEPA loan
## 1906                                                  Not a HOEPA loan
## 1910                                                  Not a HOEPA loan
## 1916                                                  Not a HOEPA loan
## 1924                                                  Not a HOEPA loan
## 1936                                                  Not a HOEPA loan
## 1953                                                  Not a HOEPA loan
## 1954                                                  Not a HOEPA loan
## 1969                                                  Not a HOEPA loan
## 1978                            Debt-to-income ratio  Not a HOEPA loan
## 1983                                                  Not a HOEPA loan
## 1995                            Debt-to-income ratio  Not a HOEPA loan
## 2036                                  Credit history  Not a HOEPA loan
## 2050                                                  Not a HOEPA loan
## 2055                                                  Not a HOEPA loan
## 2110                                      Collateral  Not a HOEPA loan
## 2164                                                  Not a HOEPA loan
## 2187                                                  Not a HOEPA loan
## 2194                                                  Not a HOEPA loan
## 2218                                                  Not a HOEPA loan
## 2260                                           Other  Not a HOEPA loan
## 2283                                                  Not a HOEPA loan
## 2290                                                  Not a HOEPA loan
## 2318                                                  Not a HOEPA loan
## 2332                                                  Not a HOEPA loan
## 2335                                           Other  Not a HOEPA loan
## 2343                            Debt-to-income ratio  Not a HOEPA loan
## 2349                                                  Not a HOEPA loan
## 2355                                                  Not a HOEPA loan
## 2356                                                  Not a HOEPA loan
## 2380                                                  Not a HOEPA loan
## 2386                                                  Not a HOEPA loan
## 2410                                                  Not a HOEPA loan
## 2440                                                  Not a HOEPA loan
## 2451                            Debt-to-income ratio  Not a HOEPA loan
## 2487                                                  Not a HOEPA loan
## 2491                                                  Not a HOEPA loan
## 2505                            Debt-to-income ratio  Not a HOEPA loan
## 2516                                  Credit history  Not a HOEPA loan
## 2523                                                  Not a HOEPA loan
## 2541                                                  Not a HOEPA loan
## 2542                                                  Not a HOEPA loan
## 2547                                                  Not a HOEPA loan
## 2554                                                  Not a HOEPA loan
## 2566                                                  Not a HOEPA loan
## 2590                                                  Not a HOEPA loan
## 2625                                                  Not a HOEPA loan
## 2626                                                  Not a HOEPA loan
## 2643                                                  Not a HOEPA loan
## 2656                                           Other  Not a HOEPA loan
## 2665                                                  Not a HOEPA loan
## 2704                            Debt-to-income ratio  Not a HOEPA loan
## 2746                                                  Not a HOEPA loan
## 2747                                  Credit history  Not a HOEPA loan
## 2774                                                  Not a HOEPA loan
## 2776                                                  Not a HOEPA loan
## 2782                                                  Not a HOEPA loan
## 2806                        Unverifiable information  Not a HOEPA loan
## 2818                            Debt-to-income ratio  Not a HOEPA loan
## 2836                                                  Not a HOEPA loan
## 2860                                                  Not a HOEPA loan
## 2872                                                  Not a HOEPA loan
## 2884                                                  Not a HOEPA loan
## 2890                                                  Not a HOEPA loan
## 2900                                                  Not a HOEPA loan
## 2902                                                  Not a HOEPA loan
## 2949                                  Credit history  Not a HOEPA loan
## 2951                                                  Not a HOEPA loan
## 2956                                                  Not a HOEPA loan
## 2974                                                  Not a HOEPA loan
## 3016                                                  Not a HOEPA loan
## 3053                                           Other  Not a HOEPA loan
## 3076                                                  Not a HOEPA loan
## 3094                                                  Not a HOEPA loan
## 3123                                                  Not a HOEPA loan
## 3166                                                  Not a HOEPA loan
## 3213                                                  Not a HOEPA loan
## 3232                                           Other  Not a HOEPA loan
## 3247                                                  Not a HOEPA loan
## 3267                                                  Not a HOEPA loan
## 3274                                                  Not a HOEPA loan
## 3280                                                  Not a HOEPA loan
## 3286                                                  Not a HOEPA loan
## 3292                                                  Not a HOEPA loan
## 3334                                                  Not a HOEPA loan
## 3339                                                  Not a HOEPA loan
## 3380                                                  Not a HOEPA loan
## 3381                                                  Not a HOEPA loan
## 3387                                                  Not a HOEPA loan
## 3429                                                  Not a HOEPA loan
## 3453                                                  Not a HOEPA loan
## 3466                                                  Not a HOEPA loan
## 3470                                                  Not a HOEPA loan
## 3495                                                  Not a HOEPA loan
## 3520                                                  Not a HOEPA loan
## 3542                                                  Not a HOEPA loan
## 3544                                                  Not a HOEPA loan
## 3575                                                  Not a HOEPA loan
## 3580                            Debt-to-income ratio  Not a HOEPA loan
## 3586                   Credit application incomplete  Not a HOEPA loan
## 3591                                                  Not a HOEPA loan
## 3592                                                  Not a HOEPA loan
## 3615                                  Credit history  Not a HOEPA loan
## 3630                                                  Not a HOEPA loan
## 3660                                                  Not a HOEPA loan
## 3664                                                  Not a HOEPA loan
## 3690                                                  Not a HOEPA loan
## 3736                                                  Not a HOEPA loan
## 3743                                  Credit history  Not a HOEPA loan
## 3749                                                  Not a HOEPA loan
## 3768                                                  Not a HOEPA loan
## 3775                                                  Not a HOEPA loan
## 3790                                                  Not a HOEPA loan
## 3796                                                  Not a HOEPA loan
## 3797                                                  Not a HOEPA loan
## 3837                                                  Not a HOEPA loan
## 3862                                                  Not a HOEPA loan
## 3874                                                  Not a HOEPA loan
## 3887                                                  Not a HOEPA loan
## 3899                                                  Not a HOEPA loan
## 3904                                  Credit history  Not a HOEPA loan
## 3921                                                  Not a HOEPA loan
## 3922                                           Other  Not a HOEPA loan
## 3934                                                  Not a HOEPA loan
## 3975                                      Collateral  Not a HOEPA loan
## 3982                                                  Not a HOEPA loan
## 4018                                                  Not a HOEPA loan
## 4054                                                  Not a HOEPA loan
## 4072                                                  Not a HOEPA loan
## 4108                                                  Not a HOEPA loan
## 4126                                                  Not a HOEPA loan
## 4174                                                  Not a HOEPA loan
## 4178                                                  Not a HOEPA loan
## 4187                                                  Not a HOEPA loan
## 4228                                                  Not a HOEPA loan
## 4229                                                  Not a HOEPA loan
## 4233                                                  Not a HOEPA loan
## 4241                                                  Not a HOEPA loan
## 4251                                                  Not a HOEPA loan
## 4253                                                  Not a HOEPA loan
## 4259  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 4268                                                  Not a HOEPA loan
## 4276                            Debt-to-income ratio  Not a HOEPA loan
## 4283                                  Credit history  Not a HOEPA loan
## 4293                                      Collateral  Not a HOEPA loan
## 4295                        Unverifiable information  Not a HOEPA loan
## 4299                                                  Not a HOEPA loan
## 4301                   Credit application incomplete  Not a HOEPA loan
## 4305                                                  Not a HOEPA loan
## 4306                                                  Not a HOEPA loan
## 4310                                                  Not a HOEPA loan
## 4319                                                  Not a HOEPA loan
## 4325                                                  Not a HOEPA loan
## 4330                                                  Not a HOEPA loan
## 4331                   Credit application incomplete  Not a HOEPA loan
## 4341                   Credit application incomplete  Not a HOEPA loan
## 4345                                      Collateral  Not a HOEPA loan
## 4349                                                  Not a HOEPA loan
## 4358                                  Credit history  Not a HOEPA loan
## 4367                                                  Not a HOEPA loan
## 4371                                                  Not a HOEPA loan
## 4375                                                  Not a HOEPA loan
## 4378                                                  Not a HOEPA loan
## 4388                                  Credit history  Not a HOEPA loan
## 4402                                                  Not a HOEPA loan
## 4408                                                  Not a HOEPA loan
## 4415                   Credit application incomplete  Not a HOEPA loan
## 4433                                                  Not a HOEPA loan
## 4438                                                  Not a HOEPA loan
## 4449                                                  Not a HOEPA loan
## 4459                                                  Not a HOEPA loan
## 4474                                                  Not a HOEPA loan
## 4527                                                  Not a HOEPA loan
## 4528                                                  Not a HOEPA loan
## 4534                                                  Not a HOEPA loan
## 4546                                                  Not a HOEPA loan
## 4558                                                  Not a HOEPA loan
## 4560                                                  Not a HOEPA loan
## 4582                                                  Not a HOEPA loan
## 4597                                                  Not a HOEPA loan
## 4606                                                  Not a HOEPA loan
## 4621                                                  Not a HOEPA loan
## 4627                                                  Not a HOEPA loan
## 4650                                                  Not a HOEPA loan
## 4662                                                  Not a HOEPA loan
## 4672                                           Other  Not a HOEPA loan
## 4701                                                  Not a HOEPA loan
## 4737                                                  Not a HOEPA loan
## 4743                                           Other  Not a HOEPA loan
## 4756                                                  Not a HOEPA loan
## 4762                                                  Not a HOEPA loan
## 4771                        Unverifiable information  Not a HOEPA loan
## 4776                                                  Not a HOEPA loan
## 4785                                                  Not a HOEPA loan
## 4791                                      Collateral  Not a HOEPA loan
## 4792                                                  Not a HOEPA loan
## 4811                            Debt-to-income ratio  Not a HOEPA loan
## 4817                                                  Not a HOEPA loan
## 4823                                                  Not a HOEPA loan
## 4848                                                  Not a HOEPA loan
## 4849                   Credit application incomplete  Not a HOEPA loan
## 4852                                                  Not a HOEPA loan
## 4859                                                  Not a HOEPA loan
## 4866                                                  Not a HOEPA loan
## 4869                                                  Not a HOEPA loan
## 4870                                                  Not a HOEPA loan
## 4881                                      Collateral  Not a HOEPA loan
## 4899                                                  Not a HOEPA loan
## 4912                                                  Not a HOEPA loan
## 4918                                                  Not a HOEPA loan
## 4934                                                  Not a HOEPA loan
## 4942                                                  Not a HOEPA loan
## 4944                                                  Not a HOEPA loan
## 4945                                                  Not a HOEPA loan
## 4946                                                  Not a HOEPA loan
## 4947                                                  Not a HOEPA loan
## 4954                                                  Not a HOEPA loan
## 4963                                                  Not a HOEPA loan
## 4976                                                  Not a HOEPA loan
## 4978                                                  Not a HOEPA loan
## 4980                                                  Not a HOEPA loan
## 4987                                                  Not a HOEPA loan
## 5008                                                  Not a HOEPA loan
## 5029                                                  Not a HOEPA loan
## 5035                                                  Not a HOEPA loan
## 5042                                      Collateral  Not a HOEPA loan
## 5071                                                  Not a HOEPA loan
## 5073                                                  Not a HOEPA loan
## 5080                                                  Not a HOEPA loan
## 5105                                                  Not a HOEPA loan
## 5110                                                  Not a HOEPA loan
## 5127                                                  Not a HOEPA loan
## 5133                                                  Not a HOEPA loan
## 5146                                                  Not a HOEPA loan
## 5158                                                  Not a HOEPA loan
## 5200                                      Collateral  Not a HOEPA loan
## 5202                                                  Not a HOEPA loan
## 5218                                                  Not a HOEPA loan
## 5229                            Debt-to-income ratio  Not a HOEPA loan
## 5253                                                  Not a HOEPA loan
## 5260                                                  Not a HOEPA loan
## 5272                                                  Not a HOEPA loan
## 5280                                                  Not a HOEPA loan
## 5302                                                  Not a HOEPA loan
## 5331                                      Collateral  Not a HOEPA loan
## 5335                                                  Not a HOEPA loan
## 5374                                                  Not a HOEPA loan
## 5398                                                  Not a HOEPA loan
## 5403                                                  Not a HOEPA loan
## 5434                   Credit application incomplete  Not a HOEPA loan
## 5439                                                  Not a HOEPA loan
## 5443                                                  Not a HOEPA loan
## 5445                                                  Not a HOEPA loan
## 5451                                           Other  Not a HOEPA loan
## 5458                                                  Not a HOEPA loan
## 5463                                                  Not a HOEPA loan
## 5481                                                  Not a HOEPA loan
## 5500                                                  Not a HOEPA loan
## 5524                                                  Not a HOEPA loan
## 5529                                                  Not a HOEPA loan
## 5541                                                  Not a HOEPA loan
## 5548                                                  Not a HOEPA loan
## 5551                                                  Not a HOEPA loan
## 5560                                                  Not a HOEPA loan
## 5575                                                  Not a HOEPA loan
## 5578                                                  Not a HOEPA loan
## 5581                                                  Not a HOEPA loan
## 5587                                                  Not a HOEPA loan
## 5606                                                  Not a HOEPA loan
## 5620                                                  Not a HOEPA loan
## 5631                                                  Not a HOEPA loan
## 5633                                                  Not a HOEPA loan
## 5637  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 5644                                                  Not a HOEPA loan
## 5645                   Credit application incomplete  Not a HOEPA loan
## 5659                        Unverifiable information  Not a HOEPA loan
## 5665                            Debt-to-income ratio  Not a HOEPA loan
## 5667                                                  Not a HOEPA loan
## 5673                                                  Not a HOEPA loan
## 5691                                                  Not a HOEPA loan
## 5692                                                  Not a HOEPA loan
## 5697                                           Other  Not a HOEPA loan
## 5700                                                  Not a HOEPA loan
## 5710                                                  Not a HOEPA loan
## 5711                            Debt-to-income ratio  Not a HOEPA loan
## 5722                                                  Not a HOEPA loan
## 5727                            Debt-to-income ratio  Not a HOEPA loan
## 5733                                                  Not a HOEPA loan
## 5745                                                  Not a HOEPA loan
## 5747                                                  Not a HOEPA loan
## 5769                                      Collateral  Not a HOEPA loan
## 5775                                                  Not a HOEPA loan
## 5786                                                  Not a HOEPA loan
## 5795                                      Collateral  Not a HOEPA loan
## 5807                                                  Not a HOEPA loan
## 5810                                                  Not a HOEPA loan
## 5821                                                  Not a HOEPA loan
## 5824                                                  Not a HOEPA loan
## 5860                                                  Not a HOEPA loan
## 5878                                                  Not a HOEPA loan
## 5956                                  Credit history  Not a HOEPA loan
## 5974                                                  Not a HOEPA loan
## 5980                                      Collateral  Not a HOEPA loan
## 5986                                                  Not a HOEPA loan
## 5988                                                  Not a HOEPA loan
## 5991                                                  Not a HOEPA loan
## 6004                                           Other  Not a HOEPA loan
## 6030                                                  Not a HOEPA loan
## 6042                                                  Not a HOEPA loan
## 6051                                                  Not a HOEPA loan
## 6058                                                  Not a HOEPA loan
## 6070                                                  Not a HOEPA loan
## 6075                                                  Not a HOEPA loan
## 6083                                                  Not a HOEPA loan
## 6087                                                  Not a HOEPA loan
## 6088                                                  Not a HOEPA loan
## 6093                                                  Not a HOEPA loan
## 6095                                                  Not a HOEPA loan
## 6110                                                  Not a HOEPA loan
## 6142                                                  Not a HOEPA loan
## 6178                                                  Not a HOEPA loan
## 6184                                                  Not a HOEPA loan
## 6187                                                  Not a HOEPA loan
## 6202                                                  Not a HOEPA loan
## 6207                                                  Not a HOEPA loan
## 6211                                  Credit history  Not a HOEPA loan
## 6226                            Debt-to-income ratio  Not a HOEPA loan
## 6237                                                  Not a HOEPA loan
## 6244                                                  Not a HOEPA loan
## 6256                            Debt-to-income ratio  Not a HOEPA loan
## 6328                                                  Not a HOEPA loan
## 6334                                                  Not a HOEPA loan
## 6340                                                  Not a HOEPA loan
## 6355                                                  Not a HOEPA loan
## 6358                                      Collateral  Not a HOEPA loan
## 6370                                                  Not a HOEPA loan
## 6376                                                  Not a HOEPA loan
## 6379                                      Collateral  Not a HOEPA loan
## 6385                            Debt-to-income ratio  Not a HOEPA loan
## 6399                                      Collateral  Not a HOEPA loan
## 6401                                                  Not a HOEPA loan
## 6413                                                  Not a HOEPA loan
## 6421                                                  Not a HOEPA loan
## 6425                                                  Not a HOEPA loan
## 6431                                                  Not a HOEPA loan
## 6438                                                  Not a HOEPA loan
## 6459                                                  Not a HOEPA loan
## 6464                                                  Not a HOEPA loan
## 6467                                                  Not a HOEPA loan
## 6485                                                  Not a HOEPA loan
## 6492                                                  Not a HOEPA loan
## 6495                                                  Not a HOEPA loan
## 6503                                                  Not a HOEPA loan
## 6512                                                  Not a HOEPA loan
## 6517                                                  Not a HOEPA loan
## 6525                                           Other  Not a HOEPA loan
## 6526                                                  Not a HOEPA loan
## 6533                                                  Not a HOEPA loan
## 6543                                                  Not a HOEPA loan
## 6547                                                  Not a HOEPA loan
## 6550                                                  Not a HOEPA loan
## 6556                                      Collateral  Not a HOEPA loan
## 6575                                                  Not a HOEPA loan
## 6581                                                  Not a HOEPA loan
## 6595                                                  Not a HOEPA loan
## 6598                                      Collateral  Not a HOEPA loan
## 6603                            Debt-to-income ratio  Not a HOEPA loan
## 6609                                                  Not a HOEPA loan
## 6615                                                  Not a HOEPA loan
## 6620                                                  Not a HOEPA loan
## 6628                                                  Not a HOEPA loan
## 6634                                      Collateral  Not a HOEPA loan
## 6641                                                  Not a HOEPA loan
## 6663                                                  Not a HOEPA loan
## 6689                                                  Not a HOEPA loan
## 6696                                                  Not a HOEPA loan
## 6705                                                  Not a HOEPA loan
## 6726                                                  Not a HOEPA loan
## 6730                                                  Not a HOEPA loan
## 6731                                                  Not a HOEPA loan
## 6760                            Debt-to-income ratio  Not a HOEPA loan
## 6772                                                  Not a HOEPA loan
## 6792                                                  Not a HOEPA loan
## 6805                              Employment history  Not a HOEPA loan
## 6819                        Unverifiable information  Not a HOEPA loan
## 6826                                  Credit history  Not a HOEPA loan
## 6844                                                  Not a HOEPA loan
## 6862                                                  Not a HOEPA loan
## 6865                                                  Not a HOEPA loan
## 6871                                                  Not a HOEPA loan
## 6886                                                  Not a HOEPA loan
## 6892                                      Collateral  Not a HOEPA loan
## 6906                                                  Not a HOEPA loan
## 6909                                                  Not a HOEPA loan
## 6913                                                  Not a HOEPA loan
## 6915                                      Collateral  Not a HOEPA loan
## 6927                                                  Not a HOEPA loan
## 6928                                                  Not a HOEPA loan
## 6943                                                  Not a HOEPA loan
## 6955                                                  Not a HOEPA loan
## 6968                                                  Not a HOEPA loan
## 6973                            Debt-to-income ratio  Not a HOEPA loan
## 7012                                                  Not a HOEPA loan
## 7021                                                  Not a HOEPA loan
## 7024                                                  Not a HOEPA loan
## 7031                                                  Not a HOEPA loan
## 7033                                                  Not a HOEPA loan
## 7034                                                  Not a HOEPA loan
## 7035                                      Collateral  Not a HOEPA loan
## 7036                                                  Not a HOEPA loan
## 7045                                                  Not a HOEPA loan
## 7066                                                  Not a HOEPA loan
## 7069                                                  Not a HOEPA loan
## 7078                                                  Not a HOEPA loan
## 7087                                      Collateral  Not a HOEPA loan
## 7093                                      Collateral  Not a HOEPA loan
## 7095                                                  Not a HOEPA loan
## 7111                                                  Not a HOEPA loan
## 7120                            Debt-to-income ratio  Not a HOEPA loan
## 7123                                                  Not a HOEPA loan
## 7137                                                  Not a HOEPA loan
## 7139                        Unverifiable information  Not a HOEPA loan
## 7163                                                  Not a HOEPA loan
## 7168                                                  Not a HOEPA loan
## 7171                                                  Not a HOEPA loan
## 7175                                                  Not a HOEPA loan
## 7180                                                  Not a HOEPA loan
## 7183                                  Credit history  Not a HOEPA loan
## 7189                                                  Not a HOEPA loan
## 7196                                                  Not a HOEPA loan
## 7197                                                  Not a HOEPA loan
## 7198  Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 7207                                           Other  Not a HOEPA loan
## 7215                                                  Not a HOEPA loan
## 7219                                                  Not a HOEPA loan
## 7221                                                  Not a HOEPA loan
## 7225                                                  Not a HOEPA loan
## 7233                                                  Not a HOEPA loan
## 7237                   Credit application incomplete  Not a HOEPA loan
## 7239                                                  Not a HOEPA loan
## 7240                                                  Not a HOEPA loan
## 7251                                                  Not a HOEPA loan
## 7252                                                  Not a HOEPA loan
## 7255                                                  Not a HOEPA loan
## 7263                                                  Not a HOEPA loan
## 7288                                           Other  Not a HOEPA loan
## 7294                                                  Not a HOEPA loan
## 7303                                           Other  Not a HOEPA loan
## 7306                                                  Not a HOEPA loan
## 7318                                      Collateral  Not a HOEPA loan
## 7319                                  Credit history  Not a HOEPA loan
## 7339                                                  Not a HOEPA loan
## 7376                                      Collateral  Not a HOEPA loan
## 7381                                                  Not a HOEPA loan
## 7387                                                  Not a HOEPA loan
## 7388                                                  Not a HOEPA loan
## 7393                                                  Not a HOEPA loan
## 7402                                                  Not a HOEPA loan
## 7403                                                  Not a HOEPA loan
## 7405                                                  Not a HOEPA loan
## 7411                                                  Not a HOEPA loan
## 7443                                                  Not a HOEPA loan
## 7447                                           Other  Not a HOEPA loan
## 7457                                                  Not a HOEPA loan
## 7469                                                  Not a HOEPA loan
## 7498                                                  Not a HOEPA loan
## 7516                                                  Not a HOEPA loan
## 7522                                                  Not a HOEPA loan
## 7530                                                  Not a HOEPA loan
## 7531                                                  Not a HOEPA loan
## 7540                                                  Not a HOEPA loan
## 7541                                                  Not a HOEPA loan
## 7547                                                  Not a HOEPA loan
## 7568                                                  Not a HOEPA loan
## 7577                            Debt-to-income ratio  Not a HOEPA loan
## 7578                                                  Not a HOEPA loan
## 7579                                                  Not a HOEPA loan
## 7588                                                  Not a HOEPA loan
## 7591                                                  Not a HOEPA loan
## 7594                                                  Not a HOEPA loan
## 7601                                           Other  Not a HOEPA loan
## 7603                                                  Not a HOEPA loan
## 7607                   Credit application incomplete  Not a HOEPA loan
## 7612                                                  Not a HOEPA loan
## 7615                            Debt-to-income ratio  Not a HOEPA loan
## 7624                                                  Not a HOEPA loan
## 7637                                                  Not a HOEPA loan
## 7641                                      Collateral  Not a HOEPA loan
## 7649                                                  Not a HOEPA loan
## 7664                                                  Not a HOEPA loan
## 7671                                                  Not a HOEPA loan
## 7672                                                  Not a HOEPA loan
## 7677                                  Credit history  Not a HOEPA loan
## 7684                                      Collateral  Not a HOEPA loan
## 7738                                                  Not a HOEPA loan
## 7756                                                  Not a HOEPA loan
## 7768                                                  Not a HOEPA loan
## 7775                                                  Not a HOEPA loan
## 7780                                                  Not a HOEPA loan
## 7786                                                  Not a HOEPA loan
## 7805                                                  Not a HOEPA loan
## 7809                                                  Not a HOEPA loan
## 7816                                                  Not a HOEPA loan
## 7817                                                  Not a HOEPA loan
## 7828                                                  Not a HOEPA loan
## 7829                                                  Not a HOEPA loan
## 7846                                                  Not a HOEPA loan
## 7856                                                  Not a HOEPA loan
## 7864                                                  Not a HOEPA loan
## 7894                                                  Not a HOEPA loan
## 7909                                                  Not a HOEPA loan
## 7915                                                  Not a HOEPA loan
## 7940                                                  Not a HOEPA loan
## 7966                                                  Not a HOEPA loan
## 7991                                                  Not a HOEPA loan
## 7996                                                  Not a HOEPA loan
## 8007                                  Credit history  Not a HOEPA loan
## 8015                                                  Not a HOEPA loan
## 8035                   Credit application incomplete  Not a HOEPA loan
## 8038                                                  Not a HOEPA loan
## 8042                                                  Not a HOEPA loan
## 8044                                                  Not a HOEPA loan
## 8056                                                  Not a HOEPA loan
## 8081                                                  Not a HOEPA loan
## 8086                                                  Not a HOEPA loan
## 8104                                                  Not a HOEPA loan
## 8122                                                  Not a HOEPA loan
## 8150                                                  Not a HOEPA loan
## 8152                                                  Not a HOEPA loan
## 8206                                                  Not a HOEPA loan
## 8210                   Credit application incomplete  Not a HOEPA loan
## 8212                                                  Not a HOEPA loan
## 8266                                                  Not a HOEPA loan
## 8267                                                  Not a HOEPA loan
## 8272                                                  Not a HOEPA loan
## 8282                                                  Not a HOEPA loan
## 8338                                                  Not a HOEPA loan
## 8341                                                  Not a HOEPA loan
## 8344                                                  Not a HOEPA loan
## 8353                                                  Not a HOEPA loan
## 8359                                           Other  Not a HOEPA loan
## 8374                                                  Not a HOEPA loan
## 8398                                                  Not a HOEPA loan
## 8401                                                  Not a HOEPA loan
## 8404                                                  Not a HOEPA loan
## 8439                                      Collateral  Not a HOEPA loan
## 8489                                      Collateral  Not a HOEPA loan
## 8533                                                  Not a HOEPA loan
## 8539                                                  Not a HOEPA loan
## 8542                                                  Not a HOEPA loan
## 8545                                           Other  Not a HOEPA loan
## 8561                            Debt-to-income ratio  Not a HOEPA loan
## 8596                                                  Not a HOEPA loan
## 8614                                                  Not a HOEPA loan
## 8632                                                  Not a HOEPA loan
## 8649                            Debt-to-income ratio  Not a HOEPA loan
## 8655                                                  Not a HOEPA loan
## 8669                                                  Not a HOEPA loan
## 8686                                                  Not a HOEPA loan
## 8692                                                  Not a HOEPA loan
## 8697                                                  Not a HOEPA loan
## 8698                                                  Not a HOEPA loan
## 8710                                                  Not a HOEPA loan
## 8719                                                  Not a HOEPA loan
## 8740                                                  Not a HOEPA loan
## 8758                                                  Not a HOEPA loan
## 8783                                                  Not a HOEPA loan
## 8788                            Debt-to-income ratio  Not a HOEPA loan
## 8797                   Credit application incomplete  Not a HOEPA loan
## 8806                                                  Not a HOEPA loan
## 8812                                                  Not a HOEPA loan
## 8818                                                  Not a HOEPA loan
## 8821                                                  Not a HOEPA loan
## 8896                                                  Not a HOEPA loan
## 8932                                                  Not a HOEPA loan
## 9004                                                  Not a HOEPA loan
## 9022                                                  Not a HOEPA loan
## 9028                                                  Not a HOEPA loan
## 9034                                                  Not a HOEPA loan
## 9052                                                  Not a HOEPA loan
## 9058                                      Collateral  Not a HOEPA loan
## 9082                                                  Not a HOEPA loan
## 9088                                                  Not a HOEPA loan
## 9113                                                  Not a HOEPA loan
## 9119                                           Other  Not a HOEPA loan
## 9141                                      Collateral  Not a HOEPA loan
## 9148                   Credit application incomplete  Not a HOEPA loan
## 9149                                                  Not a HOEPA loan
## 9155                                                  Not a HOEPA loan
## 9160                                                  Not a HOEPA loan
## 9181                                                  Not a HOEPA loan
## 9184                                                  Not a HOEPA loan
## 9191                                                  Not a HOEPA loan
## 9196                                                  Not a HOEPA loan
## 9197                                                  Not a HOEPA loan
## 9199                                                  Not a HOEPA loan
## 9203                                                  Not a HOEPA loan
## 9205                            Debt-to-income ratio  Not a HOEPA loan
## 9208                                                  Not a HOEPA loan
## 9247                                                  Not a HOEPA loan
## 9253                                           Other  Not a HOEPA loan
## 9256                                                  Not a HOEPA loan
## 9271                                  Credit history  Not a HOEPA loan
## 9279                                                  Not a HOEPA loan
## 9280                                                  Not a HOEPA loan
## 9289                                                  Not a HOEPA loan
## 9295                            Debt-to-income ratio  Not a HOEPA loan
## 9317                   Credit application incomplete  Not a HOEPA loan
## 9322                                                  Not a HOEPA loan
## 9337                                  Credit history  Not a HOEPA loan
## 9340                                                  Not a HOEPA loan
## 9359                                      Collateral  Not a HOEPA loan
## 9361                                                  Not a HOEPA loan
## 9365                                                  Not a HOEPA loan
## 9371                                                  Not a HOEPA loan
## 9376                                           Other  Not a HOEPA loan
## 9381                                                  Not a HOEPA loan
## 9415                                                  Not a HOEPA loan
## 9429                                                  Not a HOEPA loan
## 9436                                                  Not a HOEPA loan
## 9484                                                  Not a HOEPA loan
## 9496                                                  Not a HOEPA loan
## 9502                            Debt-to-income ratio  Not a HOEPA loan
## 9526                                                  Not a HOEPA loan
## 9532                                                  Not a HOEPA loan
## 9535                                                  Not a HOEPA loan
## 9549                                                  Not a HOEPA loan
## 9563                                                  Not a HOEPA loan
## 9574                                                  Not a HOEPA loan
## 9580                                                  Not a HOEPA loan
## 9586                                                  Not a HOEPA loan
## 9625                                                  Not a HOEPA loan
## 9641                                                  Not a HOEPA loan
## 9646                                                  Not a HOEPA loan
## 9655                   Credit application incomplete  Not a HOEPA loan
## 9658                            Debt-to-income ratio  Not a HOEPA loan
## 9661                                                  Not a HOEPA loan
## 9688                                                  Not a HOEPA loan
## 9700                   Credit application incomplete  Not a HOEPA loan
## 9701                                                  Not a HOEPA loan
## 9707                                                  Not a HOEPA loan
## 9713                                      Collateral  Not a HOEPA loan
## 9717                                                  Not a HOEPA loan
## 9732                                                  Not a HOEPA loan
## 9754                                      Collateral  Not a HOEPA loan
## 9756                                                  Not a HOEPA loan
## 9768                                                  Not a HOEPA loan
## 9773                                                  Not a HOEPA loan
## 9821                                                  Not a HOEPA loan
## 9826                                                  Not a HOEPA loan
## 9856                                                  Not a HOEPA loan
## 9865                                                  Not a HOEPA loan
## 9880                                                  Not a HOEPA loan
## 9882                                                  Not a HOEPA loan
## 9889                                                  Not a HOEPA loan
## 9895                                                  Not a HOEPA loan
## 9907                                                  Not a HOEPA loan
## 9913                            Debt-to-income ratio  Not a HOEPA loan
## 9933                                                  Not a HOEPA loan
## 9940                                           Other  Not a HOEPA loan
## 9955                                                  Not a HOEPA loan
## 9967                                                  Not a HOEPA loan
## 9970                                                  Not a HOEPA loan
## 9971                                                  Not a HOEPA loan
## 10003                                 Credit history  Not a HOEPA loan
## 10024                                                 Not a HOEPA loan
## 10048                                                 Not a HOEPA loan
## 10054                                                 Not a HOEPA loan
## 10078                                                 Not a HOEPA loan
## 10114                                                 Not a HOEPA loan
## 10123                                                 Not a HOEPA loan
## 10128                                                 Not a HOEPA loan
## 10145                           Debt-to-income ratio  Not a HOEPA loan
## 10152                                                 Not a HOEPA loan
## 10176                                                 Not a HOEPA loan
## 10188                                                 Not a HOEPA loan
## 10193                       Unverifiable information  Not a HOEPA loan
## 10222                                                 Not a HOEPA loan
## 10234                                                 Not a HOEPA loan
## 10253                                                 Not a HOEPA loan
## 10273                                                 Not a HOEPA loan
## 10280                                                 Not a HOEPA loan
## 10285                       Unverifiable information  Not a HOEPA loan
## 10297                                                 Not a HOEPA loan
## 10303                                                 Not a HOEPA loan
## 10306                                                 Not a HOEPA loan
## 10312                           Debt-to-income ratio  Not a HOEPA loan
## 10318                                                 Not a HOEPA loan
## 10369                                     Collateral  Not a HOEPA loan
## 10379                                                 Not a HOEPA loan
## 10388                                                 Not a HOEPA loan
## 10390                           Debt-to-income ratio  Not a HOEPA loan
## 10420                                                 Not a HOEPA loan
## 10467                                                 Not a HOEPA loan
## 10486                                                 Not a HOEPA loan
## 10515                                                 Not a HOEPA loan
## 10531                                                 Not a HOEPA loan
## 10534                           Debt-to-income ratio  Not a HOEPA loan
## 10535                                                 Not a HOEPA loan
## 10537                                 Credit history  Not a HOEPA loan
## 10540                                                 Not a HOEPA loan
## 10541                           Debt-to-income ratio  Not a HOEPA loan
## 10551                                                 Not a HOEPA loan
## 10554                                                 Not a HOEPA loan
## 10566                                                 Not a HOEPA loan
## 10573                                                 Not a HOEPA loan
## 10582                                                 Not a HOEPA loan
## 10588                                                 Not a HOEPA loan
## 10591                                     Collateral  Not a HOEPA loan
## 10597                                                 Not a HOEPA loan
## 10615                                                 Not a HOEPA loan
## 10623                                                 Not a HOEPA loan
## 10631                                                 Not a HOEPA loan
## 10637                                                 Not a HOEPA loan
## 10641                                                 Not a HOEPA loan
## 10648                                                 Not a HOEPA loan
## 10663                                     Collateral  Not a HOEPA loan
## 10687                                                 Not a HOEPA loan
## 10711                  Credit application incomplete  Not a HOEPA loan
## 10747                                                 Not a HOEPA loan
## 10759                                                 Not a HOEPA loan
## 10781                                                 Not a HOEPA loan
## 10789                                                 Not a HOEPA loan
## 10795                                                 Not a HOEPA loan
## 10804                                                 Not a HOEPA loan
## 10805                                          Other  Not a HOEPA loan
## 10840                                          Other  Not a HOEPA loan
## 10841                                                 Not a HOEPA loan
## 10852                                                 Not a HOEPA loan
## 10853                                                 Not a HOEPA loan
## 10861                                                 Not a HOEPA loan
## 10892                                                 Not a HOEPA loan
## 10909                                                 Not a HOEPA loan
## 10915                           Debt-to-income ratio  Not a HOEPA loan
## 10919                           Debt-to-income ratio  Not a HOEPA loan
## 10924                                                 Not a HOEPA loan
## 10939                                                 Not a HOEPA loan
## 10945                                          Other  Not a HOEPA loan
## 10960                                                 Not a HOEPA loan
## 10993                  Credit application incomplete  Not a HOEPA loan
## 11023                                                 Not a HOEPA loan
## 11026                                                 Not a HOEPA loan
## 11044                                                 Not a HOEPA loan
## 11053                                                 Not a HOEPA loan
## 11059                  Credit application incomplete  Not a HOEPA loan
## 11064                                                 Not a HOEPA loan
## 11065                                                 Not a HOEPA loan
## 11068                                     Collateral  Not a HOEPA loan
## 11071                                                 Not a HOEPA loan
## 11074                  Credit application incomplete  Not a HOEPA loan
## 11095                                     Collateral  Not a HOEPA loan
## 11098                                                 Not a HOEPA loan
## 11099                                                 Not a HOEPA loan
## 11102                           Debt-to-income ratio  Not a HOEPA loan
## 11111                                                 Not a HOEPA loan
## 11119                                                 Not a HOEPA loan
## 11151                                                 Not a HOEPA loan
## 11165                             Employment history  Not a HOEPA loan
## 11179                                                 Not a HOEPA loan
## 11185                                                 Not a HOEPA loan
## 11203                                                 Not a HOEPA loan
## 11215                                                 Not a HOEPA loan
## 11224                                                 Not a HOEPA loan
## 11230                                                 Not a HOEPA loan
## 11242                                                 Not a HOEPA loan
## 11253                           Debt-to-income ratio  Not a HOEPA loan
## 11257                                                 Not a HOEPA loan
## 11268                                                 Not a HOEPA loan
## 11269                                                 Not a HOEPA loan
## 11290                                                 Not a HOEPA loan
## 11291                                                 Not a HOEPA loan
## 11297                                 Credit history  Not a HOEPA loan
## 11302                                                 Not a HOEPA loan
## 11309                                 Credit history  Not a HOEPA loan
## 11318                                                 Not a HOEPA loan
## 11329                                                 Not a HOEPA loan
## 11341                                                 Not a HOEPA loan
## 11347                                                 Not a HOEPA loan
## 11362                                                 Not a HOEPA loan
## 11372                                                 Not a HOEPA loan
## 11389                                                 Not a HOEPA loan
## 11395                       Unverifiable information  Not a HOEPA loan
## 11404                                                 Not a HOEPA loan
## 11407                                                 Not a HOEPA loan
## 11413                                                 Not a HOEPA loan
## 11415                                                 Not a HOEPA loan
## 11425                                                 Not a HOEPA loan
## 11452                                                 Not a HOEPA loan
## 11455                                                 Not a HOEPA loan
## 11458                                                 Not a HOEPA loan
## 11473                                                 Not a HOEPA loan
## 11491                                                 Not a HOEPA loan
## 11498                                          Other  Not a HOEPA loan
## 11499                                                 Not a HOEPA loan
## 11521                  Credit application incomplete  Not a HOEPA loan
## 11533                                                 Not a HOEPA loan
## 11536                                     Collateral  Not a HOEPA loan
## 11551                                                 Not a HOEPA loan
## 11560                                 Credit history  Not a HOEPA loan
## 11562                                                 Not a HOEPA loan
## 11576                                                 Not a HOEPA loan
## 11581                                                 Not a HOEPA loan
## 11593                       Unverifiable information  Not a HOEPA loan
## 11596                  Credit application incomplete  Not a HOEPA loan
## 11605                                                 Not a HOEPA loan
## 11608                                                 Not a HOEPA loan
## 11611                                                 Not a HOEPA loan
## 11620                                                 Not a HOEPA loan
## 11629                                                 Not a HOEPA loan
## 11638                                                 Not a HOEPA loan
## 11650                                                 Not a HOEPA loan
## 11656                                                 Not a HOEPA loan
## 11684                                                 Not a HOEPA loan
## 11704                                                 Not a HOEPA loan
## 11708                                                 Not a HOEPA loan
## 11710                                                 Not a HOEPA loan
## 11714                                                 Not a HOEPA loan
## 11725                                                 Not a HOEPA loan
## 11749                                                 Not a HOEPA loan
## 11761                                                 Not a HOEPA loan
## 11764                                     Collateral  Not a HOEPA loan
## 11767 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 11769                                                 Not a HOEPA loan
## 11773                                                 Not a HOEPA loan
## 11794                                                 Not a HOEPA loan
## 11797                  Credit application incomplete  Not a HOEPA loan
## 11802                                                 Not a HOEPA loan
## 11807                           Debt-to-income ratio  Not a HOEPA loan
## 11809                                                 Not a HOEPA loan
## 11810                                                 Not a HOEPA loan
## 11825                                                 Not a HOEPA loan
## 11830                                                 Not a HOEPA loan
## 11839                                                 Not a HOEPA loan
## 11854 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 11869                                                 Not a HOEPA loan
## 11893                                                 Not a HOEPA loan
## 11927                                                 Not a HOEPA loan
## 11929                                                 Not a HOEPA loan
## 11935                                                 Not a HOEPA loan
## 11945                                                 Not a HOEPA loan
## 11950                                                 Not a HOEPA loan
## 11951                                                 Not a HOEPA loan
## 11958                                                 Not a HOEPA loan
## 11983                                                 Not a HOEPA loan
## 12013                                                 Not a HOEPA loan
## 12014                                                 Not a HOEPA loan
## 12019                                                 Not a HOEPA loan
## 12021                                     Collateral  Not a HOEPA loan
## 12033                                                 Not a HOEPA loan
## 12035                                                 Not a HOEPA loan
## 12041                           Debt-to-income ratio  Not a HOEPA loan
## 12055                                                 Not a HOEPA loan
## 12064                                                 Not a HOEPA loan
## 12091                                          Other  Not a HOEPA loan
## 12092                                                 Not a HOEPA loan
## 12101                           Debt-to-income ratio  Not a HOEPA loan
## 12113                                                 Not a HOEPA loan
## 12121                                                 Not a HOEPA loan
## 12127                                                 Not a HOEPA loan
## 12130                                                 Not a HOEPA loan
## 12131                                          Other  Not a HOEPA loan
## 12133                                                 Not a HOEPA loan
## 12139                                                 Not a HOEPA loan
## 12145                  Credit application incomplete  Not a HOEPA loan
## 12168                                                 Not a HOEPA loan
## 12169                                                 Not a HOEPA loan
## 12187                                     Collateral  Not a HOEPA loan
## 12194                                                 Not a HOEPA loan
## 12199                                                 Not a HOEPA loan
## 12232                       Unverifiable information  Not a HOEPA loan
## 12235                                                 Not a HOEPA loan
## 12250                                                 Not a HOEPA loan
## 12253                           Debt-to-income ratio  Not a HOEPA loan
## 12271                                                 Not a HOEPA loan
## 12293 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 12295                                                 Not a HOEPA loan
## 12301                                                 Not a HOEPA loan
## 12319                                                 Not a HOEPA loan
## 12334                                                 Not a HOEPA loan
## 12343                                                 Not a HOEPA loan
## 12347                                                 Not a HOEPA loan
## 12371                                                 Not a HOEPA loan
## 12376                                                 Not a HOEPA loan
## 12379                                     Collateral  Not a HOEPA loan
## 12385                                                 Not a HOEPA loan
## 12392                                                 Not a HOEPA loan
## 12397                                     Collateral  Not a HOEPA loan
## 12406                                                 Not a HOEPA loan
## 12418                                     Collateral  Not a HOEPA loan
## 12421                                     Collateral  Not a HOEPA loan
## 12424                                                 Not a HOEPA loan
## 12427                                                 Not a HOEPA loan
## 12445                                                 Not a HOEPA loan
## 12447                                                 Not a HOEPA loan
## 12454                                                 Not a HOEPA loan
## 12468                                                 Not a HOEPA loan
## 12469                                                 Not a HOEPA loan
## 12481                                                 Not a HOEPA loan
## 12487                                                 Not a HOEPA loan
## 12493                                                 Not a HOEPA loan
## 12496                                                 Not a HOEPA loan
## 12502                                                 Not a HOEPA loan
## 12507                                                 Not a HOEPA loan
## 12511                                                 Not a HOEPA loan
## 12517                                                 Not a HOEPA loan
## 12520                                                 Not a HOEPA loan
## 12523                           Debt-to-income ratio  Not a HOEPA loan
## 12529                                                 Not a HOEPA loan
## 12532                                                 Not a HOEPA loan
## 12538                                     Collateral  Not a HOEPA loan
## 12541                                                 Not a HOEPA loan
## 12547                                                 Not a HOEPA loan
## 12556                                                 Not a HOEPA loan
## 12559                                                 Not a HOEPA loan
## 12565                                                 Not a HOEPA loan
## 12586                           Debt-to-income ratio  Not a HOEPA loan
## 12592                                                 Not a HOEPA loan
## 12600                                                 Not a HOEPA loan
## 12605                                                 Not a HOEPA loan
## 12607                                                 Not a HOEPA loan
## 12610                                                 Not a HOEPA loan
## 12613                                                 Not a HOEPA loan
## 12616                                                 Not a HOEPA loan
## 12617                                                 Not a HOEPA loan
## 12623                                                 Not a HOEPA loan
## 12638                                                 Not a HOEPA loan
## 12640                                                 Not a HOEPA loan
## 12643                                                 Not a HOEPA loan
## 12646                                                 Not a HOEPA loan
## 12677                                                 Not a HOEPA loan
## 12685                                                 Not a HOEPA loan
## 12700                                                 Not a HOEPA loan
## 12703                                                 Not a HOEPA loan
## 12706                                                 Not a HOEPA loan
## 12739                                                 Not a HOEPA loan
## 12745                                                 Not a HOEPA loan
## 12748                  Credit application incomplete  Not a HOEPA loan
## 12790                                                 Not a HOEPA loan
## 12799                           Debt-to-income ratio  Not a HOEPA loan
## 12823                                                 Not a HOEPA loan
## 12826                                                 Not a HOEPA loan
## 12833                                                 Not a HOEPA loan
## 12835                                          Other  Not a HOEPA loan
## 12842                                                 Not a HOEPA loan
## 12847 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 12859                                          Other  Not a HOEPA loan
## 12862                                                 Not a HOEPA loan
## 12865                                                 Not a HOEPA loan
## 12882                                                 Not a HOEPA loan
## 12886                                                 Not a HOEPA loan
## 12892                                                 Not a HOEPA loan
## 12895                                                 Not a HOEPA loan
## 12901                                                 Not a HOEPA loan
## 12940                                                 Not a HOEPA loan
## 12946                                                 Not a HOEPA loan
## 12958                                                 Not a HOEPA loan
## 12981                                                 Not a HOEPA loan
## 13009                                                 Not a HOEPA loan
## 13015                                                 Not a HOEPA loan
## 13020                                                 Not a HOEPA loan
## 13039                                                 Not a HOEPA loan
## 13048                           Debt-to-income ratio  Not a HOEPA loan
## 13073                                     Collateral  Not a HOEPA loan
## 13075                                          Other  Not a HOEPA loan
## 13078                                                 Not a HOEPA loan
## 13081                  Credit application incomplete  Not a HOEPA loan
## 13087                                                 Not a HOEPA loan
## 13093                                                 Not a HOEPA loan
## 13114                                                 Not a HOEPA loan
## 13120                                                 Not a HOEPA loan
## 13123                                                 Not a HOEPA loan
## 13135                                                 Not a HOEPA loan
## 13141                                                 Not a HOEPA loan
## 13147                                                 Not a HOEPA loan
## 13153                                                 Not a HOEPA loan
## 13155                                                 Not a HOEPA loan
## 13171                           Debt-to-income ratio  Not a HOEPA loan
## 13180                                                 Not a HOEPA loan
## 13189                                                 Not a HOEPA loan
## 13192                                                 Not a HOEPA loan
## 13198                                                 Not a HOEPA loan
## 13207                                                 Not a HOEPA loan
## 13209                                          Other  Not a HOEPA loan
## 13213                                                 Not a HOEPA loan
## 13219                                                 Not a HOEPA loan
## 13222                                                 Not a HOEPA loan
## 13228                                                 Not a HOEPA loan
## 13231                                     Collateral  Not a HOEPA loan
## 13246                                                 Not a HOEPA loan
## 13249                  Credit application incomplete  Not a HOEPA loan
## 13273                                                 Not a HOEPA loan
## 13285                                                 Not a HOEPA loan
## 13289                                     Collateral  Not a HOEPA loan
## 13315                                                 Not a HOEPA loan
## 13333                                                 Not a HOEPA loan
## 13336                                                 Not a HOEPA loan
## 13339                                                 Not a HOEPA loan
## 13381                                                 Not a HOEPA loan
## 13393                                                 Not a HOEPA loan
## 13406                                                 Not a HOEPA loan
## 13411                                                 Not a HOEPA loan
## 13412                                                 Not a HOEPA loan
## 13414                                                 Not a HOEPA loan
## 13420                                                 Not a HOEPA loan
## 13421                                                 Not a HOEPA loan
## 13423                                                 Not a HOEPA loan
## 13435                           Debt-to-income ratio  Not a HOEPA loan
## 13447                           Debt-to-income ratio  Not a HOEPA loan
## 13453                                                 Not a HOEPA loan
## 13457                                                 Not a HOEPA loan
## 13477                                 Credit history  Not a HOEPA loan
## 13483                                                 Not a HOEPA loan
## 13492                                                 Not a HOEPA loan
## 13495                                                 Not a HOEPA loan
## 13504                                                 Not a HOEPA loan
## 13513                           Debt-to-income ratio  Not a HOEPA loan
## 13522                                                 Not a HOEPA loan
## 13525                                                 Not a HOEPA loan
## 13540                                                 Not a HOEPA loan
## 13543                                                 Not a HOEPA loan
## 13552                                                 Not a HOEPA loan
## 13561                           Debt-to-income ratio  Not a HOEPA loan
## 13570                                                 Not a HOEPA loan
## 13579                                                 Not a HOEPA loan
## 13597                                                 Not a HOEPA loan
## 13612                             Employment history  Not a HOEPA loan
## 13621                           Debt-to-income ratio  Not a HOEPA loan
## 13627                                                 Not a HOEPA loan
## 13630                                                 Not a HOEPA loan
## 13636                                                 Not a HOEPA loan
## 13646                                                 Not a HOEPA loan
## 13651                                                 Not a HOEPA loan
## 13657                                     Collateral  Not a HOEPA loan
## 13663                                                 Not a HOEPA loan
## 13669                                     Collateral  Not a HOEPA loan
## 13680                                                 Not a HOEPA loan
## 13708                                                 Not a HOEPA loan
## 13720                                                 Not a HOEPA loan
## 13723                       Unverifiable information  Not a HOEPA loan
## 13727                                                 Not a HOEPA loan
## 13732                                                 Not a HOEPA loan
## 13741                                                 Not a HOEPA loan
## 13745                                                 Not a HOEPA loan
## 13755                                                 Not a HOEPA loan
## 13771                           Debt-to-income ratio  Not a HOEPA loan
## 13789                                                 Not a HOEPA loan
## 13803                                                 Not a HOEPA loan
## 13832                                                 Not a HOEPA loan
## 13836                                                 Not a HOEPA loan
## 13852                                          Other  Not a HOEPA loan
## 13861                                                 Not a HOEPA loan
## 13907                           Debt-to-income ratio  Not a HOEPA loan
## 13913                           Debt-to-income ratio  Not a HOEPA loan
## 13915                                                 Not a HOEPA loan
## 13936                                                 Not a HOEPA loan
## 13939                                                 Not a HOEPA loan
## 13942                                                 Not a HOEPA loan
## 13966                                     Collateral  Not a HOEPA loan
## 13975                                                 Not a HOEPA loan
## 13984                                     Collateral  Not a HOEPA loan
## 13993                                                 Not a HOEPA loan
## 13997                                                 Not a HOEPA loan
## 14011                                                 Not a HOEPA loan
## 14053                                                 Not a HOEPA loan
## 14065                                                 Not a HOEPA loan
## 14092                                                 Not a HOEPA loan
## 14095                                                 Not a HOEPA loan
## 14099                                                 Not a HOEPA loan
## 14107                                                 Not a HOEPA loan
## 14113                                     Collateral  Not a HOEPA loan
## 14114                                                 Not a HOEPA loan
## 14131                           Debt-to-income ratio  Not a HOEPA loan
## 14152                                                 Not a HOEPA loan
## 14155                           Debt-to-income ratio  Not a HOEPA loan
## 14161                                                 Not a HOEPA loan
## 14194                                                 Not a HOEPA loan
## 14197                                                 Not a HOEPA loan
## 14203                                                 Not a HOEPA loan
## 14221                                                 Not a HOEPA loan
## 14224                                                 Not a HOEPA loan
## 14236                                                 Not a HOEPA loan
## 14239                                                 Not a HOEPA loan
## 14243                             Employment history  Not a HOEPA loan
## 14245                                                 Not a HOEPA loan
## 14248                                                 Not a HOEPA loan
## 14257                                                 Not a HOEPA loan
## 14259 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 14278                                                 Not a HOEPA loan
## 14290                                                 Not a HOEPA loan
## 14293                                                 Not a HOEPA loan
## 14298                                                 Not a HOEPA loan
## 14299                                                 Not a HOEPA loan
## 14301                                                 Not a HOEPA loan
## 14323                                                 Not a HOEPA loan
## 14335                                                 Not a HOEPA loan
## 14338                                                 Not a HOEPA loan
## 14341                                                 Not a HOEPA loan
## 14353                           Debt-to-income ratio  Not a HOEPA loan
## 14362                                                 Not a HOEPA loan
## 14367                                                 Not a HOEPA loan
## 14374                                                 Not a HOEPA loan
## 14380                                                 Not a HOEPA loan
## 14389                                                 Not a HOEPA loan
## 14392                                                 Not a HOEPA loan
## 14398                                                 Not a HOEPA loan
## 14401                                                 Not a HOEPA loan
## 14404                                                 Not a HOEPA loan
## 14411                                                 Not a HOEPA loan
## 14414                                                 Not a HOEPA loan
## 14419                                                 Not a HOEPA loan
## 14425                                                 Not a HOEPA loan
## 14434                                                 Not a HOEPA loan
## 14437                                                 Not a HOEPA loan
## 14443                       Unverifiable information  Not a HOEPA loan
## 14449                                                 Not a HOEPA loan
## 14455                                                 Not a HOEPA loan
## 14464                                                 Not a HOEPA loan
## 14471                                                 Not a HOEPA loan
## 14473                                                 Not a HOEPA loan
## 14491                                                 Not a HOEPA loan
## 14533 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 14536                                                 Not a HOEPA loan
## 14548 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 14555                                                 Not a HOEPA loan
## 14568                                                 Not a HOEPA loan
## 14591                                                 Not a HOEPA loan
## 14601                                                 Not a HOEPA loan
## 14617                                                 Not a HOEPA loan
## 14629                                                 Not a HOEPA loan
## 14639                                                 Not a HOEPA loan
## 14657                                                 Not a HOEPA loan
## 14660                                                 Not a HOEPA loan
## 14664                                                 Not a HOEPA loan
## 14668                                                 Not a HOEPA loan
## 14690                                                 Not a HOEPA loan
## 14692                                                 Not a HOEPA loan
## 14695                                                 Not a HOEPA loan
## 14710                                                 Not a HOEPA loan
## 14713                                                 Not a HOEPA loan
## 14725                                                 Not a HOEPA loan
## 14731                                                 Not a HOEPA loan
## 14743                                                 Not a HOEPA loan
## 14749 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 14752                                                 Not a HOEPA loan
## 14767                                                 Not a HOEPA loan
## 14794                                                 Not a HOEPA loan
## 14806                                                 Not a HOEPA loan
## 14815                                                 Not a HOEPA loan
## 14816                                                 Not a HOEPA loan
## 14825                                                 Not a HOEPA loan
## 14833                                                 Not a HOEPA loan
## 14896                                                 Not a HOEPA loan
## 14906                                                 Not a HOEPA loan
## 14930                                 Credit history  Not a HOEPA loan
## 14932                                                 Not a HOEPA loan
## 14956                                                 Not a HOEPA loan
## 14974                                                 Not a HOEPA loan
## 14983                                                 Not a HOEPA loan
## 14992                                                 Not a HOEPA loan
## 14995                                          Other  Not a HOEPA loan
## 15012                                                 Not a HOEPA loan
## 15038                                                 Not a HOEPA loan
## 15043                                                 Not a HOEPA loan
## 15082                                                 Not a HOEPA loan
## 15103                                                 Not a HOEPA loan
## 15112                                                 Not a HOEPA loan
## 15127                                                 Not a HOEPA loan
## 15154                                                 Not a HOEPA loan
## 15175 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 15177 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 15191                                                 Not a HOEPA loan
## 15211                                                 Not a HOEPA loan
## 15229                                                 Not a HOEPA loan
## 15232                                                 Not a HOEPA loan
## 15235                           Debt-to-income ratio  Not a HOEPA loan
## 15244                                 Credit history  Not a HOEPA loan
## 15253                                     Collateral  Not a HOEPA loan
## 15262                                                 Not a HOEPA loan
## 15265                                                 Not a HOEPA loan
## 15286                                                 Not a HOEPA loan
## 15292                                                 Not a HOEPA loan
## 15304                                                 Not a HOEPA loan
## 15315                                                 Not a HOEPA loan
## 15317                  Credit application incomplete  Not a HOEPA loan
## 15319                                                 Not a HOEPA loan
## 15322                                                 Not a HOEPA loan
## 15327                                                 Not a HOEPA loan
## 15334                                                 Not a HOEPA loan
## 15339                                                 Not a HOEPA loan
## 15343                                                 Not a HOEPA loan
## 15365                                                 Not a HOEPA loan
## 15367                                                 Not a HOEPA loan
## 15370                                                 Not a HOEPA loan
## 15402                                                 Not a HOEPA loan
## 15403                                 Credit history  Not a HOEPA loan
## 15410                                     Collateral  Not a HOEPA loan
## 15441                                                 Not a HOEPA loan
## 15446                                                 Not a HOEPA loan
## 15508                           Debt-to-income ratio  Not a HOEPA loan
## 15520                                                 Not a HOEPA loan
## 15532                                                 Not a HOEPA loan
## 15541                                                 Not a HOEPA loan
## 15550                                                 Not a HOEPA loan
## 15556                  Credit application incomplete  Not a HOEPA loan
## 15565                                                 Not a HOEPA loan
## 15573                  Credit application incomplete  Not a HOEPA loan
## 15574                                                 Not a HOEPA loan
## 15588                                                 Not a HOEPA loan
## 15600                                                 Not a HOEPA loan
## 15601                                                 Not a HOEPA loan
## 15617                                 Credit history  Not a HOEPA loan
## 15628                                                 Not a HOEPA loan
## 15631                                                 Not a HOEPA loan
## 15641                                                 Not a HOEPA loan
## 15646                                                 Not a HOEPA loan
## 15661                  Credit application incomplete  Not a HOEPA loan
## 15667                                                 Not a HOEPA loan
## 15680                                                 Not a HOEPA loan
## 15699                                     Collateral  Not a HOEPA loan
## 15715                                                 Not a HOEPA loan
## 15723                                                 Not a HOEPA loan
## 15727                                                 Not a HOEPA loan
## 15730                                                 Not a HOEPA loan
## 15735                                                 Not a HOEPA loan
## 15736                                                 Not a HOEPA loan
## 15751                                                 Not a HOEPA loan
## 15753                                                 Not a HOEPA loan
## 15770                                                 Not a HOEPA loan
## 15774                                                 Not a HOEPA loan
## 15775                           Debt-to-income ratio  Not a HOEPA loan
## 15781                                                 Not a HOEPA loan
## 15784                                                 Not a HOEPA loan
## 15804                                                 Not a HOEPA loan
## 15805                                                 Not a HOEPA loan
## 15809                                                 Not a HOEPA loan
## 15811                                                 Not a HOEPA loan
## 15829                                                 Not a HOEPA loan
## 15834                                                 Not a HOEPA loan
## 15856                                                 Not a HOEPA loan
## 15863                                                 Not a HOEPA loan
## 15867                                                 Not a HOEPA loan
## 15868                           Debt-to-income ratio  Not a HOEPA loan
## 15871                                                 Not a HOEPA loan
## 15877                                          Other  Not a HOEPA loan
## 15883                                                 Not a HOEPA loan
## 15910                                     Collateral  Not a HOEPA loan
## 15915                                                 Not a HOEPA loan
## 15983                                                 Not a HOEPA loan
## 15988                                                 Not a HOEPA loan
## 15991                                                 Not a HOEPA loan
## 16000                                                 Not a HOEPA loan
## 16024                                                 Not a HOEPA loan
## 16033                                                 Not a HOEPA loan
## 16039                                                 Not a HOEPA loan
## 16045                                                 Not a HOEPA loan
## 16048                                     Collateral  Not a HOEPA loan
## 16057                                                 Not a HOEPA loan
## 16060                                                 Not a HOEPA loan
## 16066                                                 Not a HOEPA loan
## 16081                                                 Not a HOEPA loan
## 16090                                                 Not a HOEPA loan
## 16100                                                 Not a HOEPA loan
## 16101                                                 Not a HOEPA loan
## 16129                                     Collateral  Not a HOEPA loan
## 16137                                                 Not a HOEPA loan
## 16144                                                 Not a HOEPA loan
## 16159                  Credit application incomplete  Not a HOEPA loan
## 16162                                                 Not a HOEPA loan
## 16167                                                 Not a HOEPA loan
## 16174                                                 Not a HOEPA loan
## 16176                                                 Not a HOEPA loan
## 16180                                                 Not a HOEPA loan
## 16195                                                 Not a HOEPA loan
## 16197                                                 Not a HOEPA loan
## 16201                                                 Not a HOEPA loan
## 16203                                                 Not a HOEPA loan
## 16209                                                 Not a HOEPA loan
## 16222                  Credit application incomplete  Not a HOEPA loan
## 16228                                                 Not a HOEPA loan
## 16243                                                 Not a HOEPA loan
## 16248                                                 Not a HOEPA loan
## 16256                                                 Not a HOEPA loan
## 16261                                                 Not a HOEPA loan
## 16267                                                 Not a HOEPA loan
## 16273                                                 Not a HOEPA loan
## 16281                                                 Not a HOEPA loan
## 16285                                                 Not a HOEPA loan
## 16287                                                 Not a HOEPA loan
## 16293                                                 Not a HOEPA loan
## 16294                                                 Not a HOEPA loan
## 16309                                                 Not a HOEPA loan
## 16312                                                 Not a HOEPA loan
## 16321                           Debt-to-income ratio  Not a HOEPA loan
## 16341                                                 Not a HOEPA loan
## 16349                                                 Not a HOEPA loan
## 16354                                                 Not a HOEPA loan
## 16362                                                 Not a HOEPA loan
## 16365                                                 Not a HOEPA loan
## 16383                                                 Not a HOEPA loan
## 16405                                                 Not a HOEPA loan
## 16409                                                 Not a HOEPA loan
## 16414                                                 Not a HOEPA loan
## 16423                                                 Not a HOEPA loan
## 16437                                                 Not a HOEPA loan
## 16459                                          Other  Not a HOEPA loan
## 16462                                                 Not a HOEPA loan
## 16468                                                 Not a HOEPA loan
## 16519                                                 Not a HOEPA loan
## 16525                                                 Not a HOEPA loan
## 16531                                                 Not a HOEPA loan
## 16549                                                 Not a HOEPA loan
## 16555                                                 Not a HOEPA loan
## 16556                                                 Not a HOEPA loan
## 16573                                                 Not a HOEPA loan
## 16576                                                 Not a HOEPA loan
## 16582                                                 Not a HOEPA loan
## 16597                                                 Not a HOEPA loan
## 16601                                                 Not a HOEPA loan
## 16611                                                 Not a HOEPA loan
## 16624                                                 Not a HOEPA loan
## 16631                                                 Not a HOEPA loan
## 16635                                                 Not a HOEPA loan
## 16643                                          Other  Not a HOEPA loan
## 16648                                                 Not a HOEPA loan
## 16651                                                 Not a HOEPA loan
## 16653                                                 Not a HOEPA loan
## 16660                                                 Not a HOEPA loan
## 16684                                                 Not a HOEPA loan
## 16695                                                 Not a HOEPA loan
## 16702                                                 Not a HOEPA loan
## 16705                           Debt-to-income ratio  Not a HOEPA loan
## 16710                                                 Not a HOEPA loan
## 16711                                                 Not a HOEPA loan
## 16715                  Credit application incomplete  Not a HOEPA loan
## 16720                                                 Not a HOEPA loan
## 16722                                                 Not a HOEPA loan
## 16732                                                 Not a HOEPA loan
## 16741                                                 Not a HOEPA loan
## 16747                                                 Not a HOEPA loan
## 16755                                                 Not a HOEPA loan
## 16756                                                 Not a HOEPA loan
## 16758                                                 Not a HOEPA loan
## 16759                                                 Not a HOEPA loan
## 16765                                                 Not a HOEPA loan
## 16767                                          Other  Not a HOEPA loan
## 16791                                                 Not a HOEPA loan
## 16800                                                 Not a HOEPA loan
## 16810                                                 Not a HOEPA loan
## 16827                                                 Not a HOEPA loan
## 16843                                                 Not a HOEPA loan
## 16847                                     Collateral  Not a HOEPA loan
## 16861                                                 Not a HOEPA loan
## 16869                  Credit application incomplete  Not a HOEPA loan
## 16875                                                 Not a HOEPA loan
## 16877                                                 Not a HOEPA loan
## 16879                                                 Not a HOEPA loan
## 16889                                                 Not a HOEPA loan
## 16891                                                 Not a HOEPA loan
## 16894                                                 Not a HOEPA loan
## 16903                                                 Not a HOEPA loan
## 16905                                                 Not a HOEPA loan
## 16931                                                 Not a HOEPA loan
## 16933                                                 Not a HOEPA loan
## 16951                                                 Not a HOEPA loan
## 16955                                                 Not a HOEPA loan
## 16989                                                 Not a HOEPA loan
## 17009                                                 Not a HOEPA loan
## 17035                                                 Not a HOEPA loan
## 17044                                                 Not a HOEPA loan
## 17045                                                 Not a HOEPA loan
## 17059                  Credit application incomplete  Not a HOEPA loan
## 17071                                                 Not a HOEPA loan
## 17074                                                 Not a HOEPA loan
## 17080                                                 Not a HOEPA loan
## 17086                                                 Not a HOEPA loan
## 17088                                                 Not a HOEPA loan
## 17094                                                 Not a HOEPA loan
## 17102                                 Credit history  Not a HOEPA loan
## 17113                                                 Not a HOEPA loan
## 17116                                                 Not a HOEPA loan
## 17117                                                 Not a HOEPA loan
## 17130                                                 Not a HOEPA loan
## 17133                                                 Not a HOEPA loan
## 17143                                                 Not a HOEPA loan
## 17145                           Debt-to-income ratio  Not a HOEPA loan
## 17149                                          Other  Not a HOEPA loan
## 17151                       Unverifiable information  Not a HOEPA loan
## 17161                                                 Not a HOEPA loan
## 17164                                                 Not a HOEPA loan
## 17166                                                 Not a HOEPA loan
## 17167                           Debt-to-income ratio  Not a HOEPA loan
## 17179                  Credit application incomplete  Not a HOEPA loan
## 17183                                                 Not a HOEPA loan
## 17185                                                 Not a HOEPA loan
## 17189                                                 Not a HOEPA loan
## 17197                                                 Not a HOEPA loan
## 17206                                                 Not a HOEPA loan
## 17212                                                 Not a HOEPA loan
## 17215                                                 Not a HOEPA loan
## 17221                                                 Not a HOEPA loan
## 17233                                                 Not a HOEPA loan
## 17238                                                 Not a HOEPA loan
## 17239                                                 Not a HOEPA loan
## 17244                                                 Not a HOEPA loan
## 17260                                                 Not a HOEPA loan
## 17263 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 17272                                                 Not a HOEPA loan
## 17278                                                 Not a HOEPA loan
## 17281                                                 Not a HOEPA loan
## 17311                                                 Not a HOEPA loan
## 17317                                                 Not a HOEPA loan
## 17320                                                 Not a HOEPA loan
## 17322                                                 Not a HOEPA loan
## 17335                                 Credit history  Not a HOEPA loan
## 17368                                                 Not a HOEPA loan
## 17388                                                 Not a HOEPA loan
## 17392                                                 Not a HOEPA loan
## 17424                                                 Not a HOEPA loan
## 17425                  Credit application incomplete  Not a HOEPA loan
## 17428                                                 Not a HOEPA loan
## 17440                                                 Not a HOEPA loan
## 17465                                                 Not a HOEPA loan
## 17494                                                 Not a HOEPA loan
## 17497                                                 Not a HOEPA loan
## 17514                                                 Not a HOEPA loan
## 17531                                                 Not a HOEPA loan
## 17532                                                 Not a HOEPA loan
## 17536                                                 Not a HOEPA loan
## 17539                                                 Not a HOEPA loan
## 17541                                                 Not a HOEPA loan
## 17545                                                 Not a HOEPA loan
## 17557                                                 Not a HOEPA loan
## 17560                                                 Not a HOEPA loan
## 17562                                                 Not a HOEPA loan
## 17578                                                 Not a HOEPA loan
## 17584                  Credit application incomplete  Not a HOEPA loan
## 17587                                                 Not a HOEPA loan
## 17591                           Debt-to-income ratio  Not a HOEPA loan
## 17592                                                 Not a HOEPA loan
## 17594                                                 Not a HOEPA loan
## 17602                                                 Not a HOEPA loan
## 17617                                                 Not a HOEPA loan
## 17630                                                 Not a HOEPA loan
## 17635                                                 Not a HOEPA loan
## 17643                                 Credit history  Not a HOEPA loan
## 17644                                                 Not a HOEPA loan
## 17645                                                 Not a HOEPA loan
## 17647                                                 Not a HOEPA loan
## 17650                       Unverifiable information  Not a HOEPA loan
## 17656                  Credit application incomplete  Not a HOEPA loan
## 17659                                                 Not a HOEPA loan
## 17665                                                 Not a HOEPA loan
## 17674                                     Collateral  Not a HOEPA loan
## 17675                                                 Not a HOEPA loan
## 17683                                                 Not a HOEPA loan
## 17689                                                 Not a HOEPA loan
## 17698                                                 Not a HOEPA loan
## 17701                                                 Not a HOEPA loan
## 17707                                                 Not a HOEPA loan
## 17713                                                 Not a HOEPA loan
## 17719                                                 Not a HOEPA loan
## 17737                                                 Not a HOEPA loan
## 17746                                                 Not a HOEPA loan
## 17759                                                 Not a HOEPA loan
## 17765                                                 Not a HOEPA loan
## 17767                                                 Not a HOEPA loan
## 17788                                                 Not a HOEPA loan
## 17800                                                 Not a HOEPA loan
## 17804                                                 Not a HOEPA loan
## 17807                                                 Not a HOEPA loan
## 17819                                                 Not a HOEPA loan
## 17830                                                 Not a HOEPA loan
## 17833                                                 Not a HOEPA loan
## 17836                                                 Not a HOEPA loan
## 17837                           Debt-to-income ratio  Not a HOEPA loan
## 17849                                                 Not a HOEPA loan
## 17851                                     Collateral  Not a HOEPA loan
## 17855                                                 Not a HOEPA loan
## 17859                                                 Not a HOEPA loan
## 17863                                                 Not a HOEPA loan
## 17869                  Credit application incomplete  Not a HOEPA loan
## 17872                                                 Not a HOEPA loan
## 17877                                                 Not a HOEPA loan
## 17890                                                 Not a HOEPA loan
## 17893                                                 Not a HOEPA loan
## 17911                                                 Not a HOEPA loan
## 17913                                                 Not a HOEPA loan
## 17920                                                 Not a HOEPA loan
## 17932                                                 Not a HOEPA loan
## 17939                                                 Not a HOEPA loan
## 17983                                                 Not a HOEPA loan
## 17986                                                 Not a HOEPA loan
## 18016                                                 Not a HOEPA loan
## 18034                           Debt-to-income ratio  Not a HOEPA loan
## 18045                           Debt-to-income ratio  Not a HOEPA loan
## 18057                                                 Not a HOEPA loan
## 18082                  Credit application incomplete  Not a HOEPA loan
## 18085                                                 Not a HOEPA loan
## 18091                                                 Not a HOEPA loan
## 18095                                     Collateral  Not a HOEPA loan
## 18106                                                 Not a HOEPA loan
## 18108                                                 Not a HOEPA loan
## 18113                                                 Not a HOEPA loan
## 18115                                                 Not a HOEPA loan
## 18124                                                 Not a HOEPA loan
## 18130                                                 Not a HOEPA loan
## 18137                                                 Not a HOEPA loan
## 18142                                                 Not a HOEPA loan
## 18147                                                 Not a HOEPA loan
## 18161                                                 Not a HOEPA loan
## 18165                                     Collateral  Not a HOEPA loan
## 18175                       Unverifiable information  Not a HOEPA loan
## 18177                                                 Not a HOEPA loan
## 18178                                                 Not a HOEPA loan
## 18184                                                 Not a HOEPA loan
## 18187                                                 Not a HOEPA loan
## 18190                                                 Not a HOEPA loan
## 18199                                                 Not a HOEPA loan
## 18207                                 Credit history  Not a HOEPA loan
## 18208                                                 Not a HOEPA loan
## 18209                                                 Not a HOEPA loan
## 18211                                                 Not a HOEPA loan
## 18227                                                 Not a HOEPA loan
## 18250                                                 Not a HOEPA loan
## 18265                                                 Not a HOEPA loan
## 18271                           Debt-to-income ratio  Not a HOEPA loan
## 18277                                                 Not a HOEPA loan
## 18283                  Credit application incomplete  Not a HOEPA loan
## 18285                                                 Not a HOEPA loan
## 18305                                     Collateral  Not a HOEPA loan
## 18325                                                 Not a HOEPA loan
## 18331                                                 Not a HOEPA loan
## 18334                                                 Not a HOEPA loan
## 18345                                 Credit history  Not a HOEPA loan
## 18349                                                 Not a HOEPA loan
## 18352                                                 Not a HOEPA loan
## 18371                                     Collateral  Not a HOEPA loan
## 18373                                                 Not a HOEPA loan
## 18379                                                 Not a HOEPA loan
## 18381                                                 Not a HOEPA loan
## 18385                                                 Not a HOEPA loan
## 18389                                                 Not a HOEPA loan
## 18412                                                 Not a HOEPA loan
## 18442                                                 Not a HOEPA loan
## 18447                                                 Not a HOEPA loan
## 18470                                                 Not a HOEPA loan
## 18478                                                 Not a HOEPA loan
## 18495                                          Other  Not a HOEPA loan
## 18499                                                 Not a HOEPA loan
## 18507                  Credit application incomplete  Not a HOEPA loan
## 18516                                                 Not a HOEPA loan
## 18517                                                 Not a HOEPA loan
## 18521                                                 Not a HOEPA loan
## 18538                                                 Not a HOEPA loan
## 18539                                                 Not a HOEPA loan
## 18541                                                 Not a HOEPA loan
## 18549                                                 Not a HOEPA loan
## 18550                                                 Not a HOEPA loan
## 18555                  Credit application incomplete  Not a HOEPA loan
## 18579                                     Collateral  Not a HOEPA loan
## 18585                                                 Not a HOEPA loan
## 18589                                                 Not a HOEPA loan
## 18595                                                 Not a HOEPA loan
## 18603                                                 Not a HOEPA loan
## 18615                                                 Not a HOEPA loan
## 18623                           Debt-to-income ratio  Not a HOEPA loan
## 18626                                                 Not a HOEPA loan
## 18627                                          Other  Not a HOEPA loan
## 18647                                                 Not a HOEPA loan
## 18652                                                 Not a HOEPA loan
## 18658                                                 Not a HOEPA loan
## 18659                                                 Not a HOEPA loan
## 18673                                                 Not a HOEPA loan
## 18682                                     Collateral  Not a HOEPA loan
## 18688                                                 Not a HOEPA loan
## 18703                                                 Not a HOEPA loan
## 18712                                                 Not a HOEPA loan
## 18717                           Debt-to-income ratio  Not a HOEPA loan
## 18718                                                 Not a HOEPA loan
## 18724                                                 Not a HOEPA loan
## 18753                                                 Not a HOEPA loan
## 18759                           Debt-to-income ratio  Not a HOEPA loan
## 18760                                                 Not a HOEPA loan
## 18775                                                 Not a HOEPA loan
## 18787                                                 Not a HOEPA loan
## 18793                                                 Not a HOEPA loan
## 18795                                                 Not a HOEPA loan
## 18811                                                 Not a HOEPA loan
## 18820                                                 Not a HOEPA loan
## 18838                                                 Not a HOEPA loan
## 18844                                                 Not a HOEPA loan
## 18850                                                 Not a HOEPA loan
## 18865                                                 Not a HOEPA loan
## 18878                                                 Not a HOEPA loan
## 18898                                                 Not a HOEPA loan
## 18909                           Debt-to-income ratio  Not a HOEPA loan
## 18915                           Debt-to-income ratio  Not a HOEPA loan
## 18951                                                 Not a HOEPA loan
## 18970                                                 Not a HOEPA loan
## 18991                                 Credit history  Not a HOEPA loan
## 18992                                     Collateral  Not a HOEPA loan
## 18993                           Debt-to-income ratio  Not a HOEPA loan
## 18999                                                 Not a HOEPA loan
## 19000                                                 Not a HOEPA loan
## 19006                                                 Not a HOEPA loan
## 19024                  Credit application incomplete  Not a HOEPA loan
## 19028                                                 Not a HOEPA loan
## 19037                                                 Not a HOEPA loan
## 19053                                                 Not a HOEPA loan
## 19060                                                 Not a HOEPA loan
## 19061                           Debt-to-income ratio  Not a HOEPA loan
## 19069                                                 Not a HOEPA loan
## 19073                                                 Not a HOEPA loan
## 19087                                                 Not a HOEPA loan
## 19091                                                 Not a HOEPA loan
## 19096                                                 Not a HOEPA loan
## 19105                                 Credit history  Not a HOEPA loan
## 19120                                                 Not a HOEPA loan
## 19123                                                 Not a HOEPA loan
## 19129                                                 Not a HOEPA loan
## 19141                                     Collateral  Not a HOEPA loan
## 19142                                                 Not a HOEPA loan
## 19168 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 19177                                                 Not a HOEPA loan
## 19198                                                 Not a HOEPA loan
## 19204                                                 Not a HOEPA loan
## 19219                                                 Not a HOEPA loan
## 19225 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 19228                                                 Not a HOEPA loan
## 19249                                     Collateral  Not a HOEPA loan
## 19263                                                 Not a HOEPA loan
## 19267                                                 Not a HOEPA loan
## 19269                                                 Not a HOEPA loan
## 19273                                                 Not a HOEPA loan
## 19291 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 19297                           Debt-to-income ratio  Not a HOEPA loan
## 19325                                                 Not a HOEPA loan
## 19334                                                 Not a HOEPA loan
## 19348                                                 Not a HOEPA loan
## 19367                                                 Not a HOEPA loan
## 19369                                                 Not a HOEPA loan
## 19384                                                 Not a HOEPA loan
## 19387                                                 Not a HOEPA loan
## 19393                                                 Not a HOEPA loan
## 19397                                                 Not a HOEPA loan
## 19405                                                 Not a HOEPA loan
## 19411                                                 Not a HOEPA loan
## 19414                                                 Not a HOEPA loan
## 19423                                                 Not a HOEPA loan
## 19437                                                 Not a HOEPA loan
## 19438                                                 Not a HOEPA loan
## 19441                                                 Not a HOEPA loan
## 19447                                          Other  Not a HOEPA loan
## 19451                                                 Not a HOEPA loan
## 19454                                                 Not a HOEPA loan
## 19486                                                 Not a HOEPA loan
## 19489                                                 Not a HOEPA loan
## 19516                                                 Not a HOEPA loan
## 19519                                                 Not a HOEPA loan
## 19546                                                 Not a HOEPA loan
## 19587                                                 Not a HOEPA loan
## 19602                                                 Not a HOEPA loan
## 19603                                          Other  Not a HOEPA loan
## 19611                                          Other  Not a HOEPA loan
## 19629                                     Collateral  Not a HOEPA loan
## 19655                                                 Not a HOEPA loan
## 19657                                     Collateral  Not a HOEPA loan
## 19675                                                 Not a HOEPA loan
## 19682                                                 Not a HOEPA loan
## 19691                                                 Not a HOEPA loan
## 19701                  Credit application incomplete  Not a HOEPA loan
## 19709                                                 Not a HOEPA loan
## 19715                                                 Not a HOEPA loan
## 19720                                                 Not a HOEPA loan
## 19723                                                 Not a HOEPA loan
## 19729                           Debt-to-income ratio  Not a HOEPA loan
## 19735                                                 Not a HOEPA loan
## 19753                                                 Not a HOEPA loan
## 19754                                                 Not a HOEPA loan
## 19756                                                 Not a HOEPA loan
## 19761                                                 Not a HOEPA loan
## 19762                                                 Not a HOEPA loan
## 19763                                                 Not a HOEPA loan
## 19765                  Credit application incomplete  Not a HOEPA loan
## 19786                                                 Not a HOEPA loan
## 19789                                                 Not a HOEPA loan
## 19801                           Debt-to-income ratio  Not a HOEPA loan
## 19807                           Debt-to-income ratio  Not a HOEPA loan
## 19811                                                 Not a HOEPA loan
## 19816                                                 Not a HOEPA loan
## 19817                                                 Not a HOEPA loan
## 19819                                                 Not a HOEPA loan
## 19823                                                 Not a HOEPA loan
## 19835                                                 Not a HOEPA loan
## 19843                                                 Not a HOEPA loan
## 19849                                                 Not a HOEPA loan
## 19855                                                 Not a HOEPA loan
## 19859                                          Other  Not a HOEPA loan
## 19861                                                 Not a HOEPA loan
## 19867                                                 Not a HOEPA loan
## 19873                                                 Not a HOEPA loan
## 19887                                                 Not a HOEPA loan
## 19895                  Credit application incomplete  Not a HOEPA loan
## 19899                                                 Not a HOEPA loan
## 19901                                                 Not a HOEPA loan
## 19909                                                 Not a HOEPA loan
## 19925                                                 Not a HOEPA loan
## 19939                                     Collateral  Not a HOEPA loan
## 19940                                                 Not a HOEPA loan
## 19945                                                 Not a HOEPA loan
## 19981                                                 Not a HOEPA loan
## 19999                                                 Not a HOEPA loan
## 20027                                                 Not a HOEPA loan
## 20032                                                 Not a HOEPA loan
## 20035                                                 Not a HOEPA loan
## 20044                                                 Not a HOEPA loan
## 20060                                                 Not a HOEPA loan
## 20061                                                 Not a HOEPA loan
## 20063 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 20072                                                 Not a HOEPA loan
## 20080                                                 Not a HOEPA loan
## 20081                                                 Not a HOEPA loan
## 20104                                                 Not a HOEPA loan
## 20116                                                 Not a HOEPA loan
## 20136                                                 Not a HOEPA loan
## 20166                                                 Not a HOEPA loan
## 20167                                                 Not a HOEPA loan
## 20175                                                 Not a HOEPA loan
## 20181                                                 Not a HOEPA loan
## 20184                                                 Not a HOEPA loan
## 20185                                                 Not a HOEPA loan
## 20187                                                 Not a HOEPA loan
## 20198                                                 Not a HOEPA loan
## 20203                                                 Not a HOEPA loan
## 20206                                                 Not a HOEPA loan
## 20218                                                 Not a HOEPA loan
## 20227                                                 Not a HOEPA loan
## 20231                                                 Not a HOEPA loan
## 20233                                                 Not a HOEPA loan
## 20236                                                 Not a HOEPA loan
## 20237                                                 Not a HOEPA loan
## 20250                                                 Not a HOEPA loan
## 20299                                 Credit history  Not a HOEPA loan
## 20301                                          Other  Not a HOEPA loan
## 20302                                                 Not a HOEPA loan
## 20308                                                 Not a HOEPA loan
## 20326                                                 Not a HOEPA loan
## 20332                                                 Not a HOEPA loan
## 20339                                                 Not a HOEPA loan
## 20341                                                 Not a HOEPA loan
## 20367                                                 Not a HOEPA loan
## 20393                                                 Not a HOEPA loan
## 20395                                                 Not a HOEPA loan
## 20398                                                 Not a HOEPA loan
## 20399                                 Credit history  Not a HOEPA loan
## 20401                                                 Not a HOEPA loan
## 20409                                                 Not a HOEPA loan
## 20410                                 Credit history  Not a HOEPA loan
## 20416                                                 Not a HOEPA loan
## 20418                                                 Not a HOEPA loan
## 20428                                                 Not a HOEPA loan
## 20433                                 Credit history  Not a HOEPA loan
## 20439                                                 Not a HOEPA loan
## 20449                                                 Not a HOEPA loan
## 20459                                                 Not a HOEPA loan
## 20469                  Credit application incomplete  Not a HOEPA loan
## 20488                                                 Not a HOEPA loan
## 20501                                                 Not a HOEPA loan
## 20511                  Credit application incomplete  Not a HOEPA loan
## 20516                                                 Not a HOEPA loan
## 20517                                          Other  Not a HOEPA loan
## 20519                                                 Not a HOEPA loan
## 20521                                                 Not a HOEPA loan
## 20523                                                 Not a HOEPA loan
## 20524                                                 Not a HOEPA loan
## 20545                                          Other  Not a HOEPA loan
## 20560                                                 Not a HOEPA loan
## 20561                  Credit application incomplete  Not a HOEPA loan
## 20579                                                 Not a HOEPA loan
## 20592                                                 Not a HOEPA loan
## 20596                                                 Not a HOEPA loan
## 20605                                                 Not a HOEPA loan
## 20621                                                 Not a HOEPA loan
## 20631                                                 Not a HOEPA loan
## 20644                                                 Not a HOEPA loan
## 20653                                                 Not a HOEPA loan
## 20685                                                 Not a HOEPA loan
## 20686                                                 Not a HOEPA loan
## 20701                                                 Not a HOEPA loan
## 20703                                                 Not a HOEPA loan
## 20716                                                 Not a HOEPA loan
## 20723                                                 Not a HOEPA loan
## 20728                                                 Not a HOEPA loan
## 20740                                 Credit history  Not a HOEPA loan
## 20745                                                 Not a HOEPA loan
## 20765                                                 Not a HOEPA loan
## 20795                                                 Not a HOEPA loan
## 20812                                                 Not a HOEPA loan
## 20815                                                 Not a HOEPA loan
## 20824                                                 Not a HOEPA loan
## 20836                                                 Not a HOEPA loan
## 20841                                                 Not a HOEPA loan
## 20845                                                 Not a HOEPA loan
## 20849                                                 Not a HOEPA loan
## 20853                  Credit application incomplete  Not a HOEPA loan
## 20872                                                 Not a HOEPA loan
## 20886                                                 Not a HOEPA loan
## 20897                                                 Not a HOEPA loan
## 20907                                                 Not a HOEPA loan
## 20917                           Debt-to-income ratio  Not a HOEPA loan
## 20920                                                 Not a HOEPA loan
## 20926                       Unverifiable information  Not a HOEPA loan
## 20944                                                 Not a HOEPA loan
## 20962                                                 Not a HOEPA loan
## 20968                                                 Not a HOEPA loan
## 20980                                                 Not a HOEPA loan
## 20992                                                 Not a HOEPA loan
## 21003                                 Credit history  Not a HOEPA loan
## 21013                                                 Not a HOEPA loan
## 21027                                                 Not a HOEPA loan
## 21028                                                 Not a HOEPA loan
## 21046                           Debt-to-income ratio  Not a HOEPA loan
## 21049                                                 Not a HOEPA loan
## 21056                                                 Not a HOEPA loan
## 21095                                                 Not a HOEPA loan
## 21103                                                 Not a HOEPA loan
## 21106                           Debt-to-income ratio  Not a HOEPA loan
## 21115                                                 Not a HOEPA loan
## 21117                                     Collateral  Not a HOEPA loan
## 21127                                 Credit history  Not a HOEPA loan
## 21141                                                 Not a HOEPA loan
## 21148                                                 Not a HOEPA loan
## 21153                                     Collateral  Not a HOEPA loan
## 21155                                                 Not a HOEPA loan
## 21166                                                 Not a HOEPA loan
## 21172                                                 Not a HOEPA loan
## 21173                           Debt-to-income ratio  Not a HOEPA loan
## 21178                                                 Not a HOEPA loan
## 21185                                                 Not a HOEPA loan
## 21202                                                 Not a HOEPA loan
## 21208                  Credit application incomplete  Not a HOEPA loan
## 21217                                                 Not a HOEPA loan
## 21219                  Credit application incomplete  Not a HOEPA loan
## 21220                                                 Not a HOEPA loan
## 21229                                                 Not a HOEPA loan
## 21231                                                 Not a HOEPA loan
## 21255                           Debt-to-income ratio  Not a HOEPA loan
## 21256                                                 Not a HOEPA loan
## 21261                                     Collateral  Not a HOEPA loan
## 21269                                                 Not a HOEPA loan
## 21271                                                 Not a HOEPA loan
## 21277                                                 Not a HOEPA loan
## 21280                                                 Not a HOEPA loan
## 21292                                                 Not a HOEPA loan
## 21295                                                 Not a HOEPA loan
## 21305                                     Collateral  Not a HOEPA loan
## 21319                                                 Not a HOEPA loan
## 21327                                                 Not a HOEPA loan
## 21328                                                 Not a HOEPA loan
## 21346                                                 Not a HOEPA loan
## 21364                                                 Not a HOEPA loan
## 21377                                                 Not a HOEPA loan
## 21391                                          Other  Not a HOEPA loan
## 21415                                                 Not a HOEPA loan
## 21429                                                 Not a HOEPA loan
## 21439                                                 Not a HOEPA loan
## 21445                                                 Not a HOEPA loan
## 21457                                                 Not a HOEPA loan
## 21487                                                 Not a HOEPA loan
## 21505                                                 Not a HOEPA loan
## 21511                                                 Not a HOEPA loan
## 21522                                                 Not a HOEPA loan
## 21532                                                 Not a HOEPA loan
## 21533                                                 Not a HOEPA loan
## 21538                                     Collateral  Not a HOEPA loan
## 21545                                                 Not a HOEPA loan
## 21557                                                 Not a HOEPA loan
## 21563                                                 Not a HOEPA loan
## 21571                                     Collateral  Not a HOEPA loan
## 21574                                                 Not a HOEPA loan
## 21575                                                 Not a HOEPA loan
## 21587                                                 Not a HOEPA loan
## 21589                                                 Not a HOEPA loan
## 21592                                                 Not a HOEPA loan
## 21597                                                 Not a HOEPA loan
## 21607                                                 Not a HOEPA loan
## 21609                                                 Not a HOEPA loan
## 21622                           Debt-to-income ratio  Not a HOEPA loan
## 21635                                                 Not a HOEPA loan
## 21638                                 Credit history  Not a HOEPA loan
## 21643                           Debt-to-income ratio  Not a HOEPA loan
## 21664                                                 Not a HOEPA loan
## 21679                                                 Not a HOEPA loan
## 21712                                                 Not a HOEPA loan
## 21713                                                 Not a HOEPA loan
## 21718                                                 Not a HOEPA loan
## 21721                           Debt-to-income ratio  Not a HOEPA loan
## 21723                                                 Not a HOEPA loan
## 21725                                                 Not a HOEPA loan
## 21727                                                 Not a HOEPA loan
## 21733                                                 Not a HOEPA loan
## 21736                                                 Not a HOEPA loan
## 21739                                                 Not a HOEPA loan
## 21743                                                 Not a HOEPA loan
## 21745                                                 Not a HOEPA loan
## 21751                                                 Not a HOEPA loan
## 21760                                                 Not a HOEPA loan
## 21778                                                 Not a HOEPA loan
## 21787                                                 Not a HOEPA loan
## 21797                                                 Not a HOEPA loan
## 21808                                 Credit history  Not a HOEPA loan
## 21822                                                 Not a HOEPA loan
## 21839                                                 Not a HOEPA loan
## 21856                                                 Not a HOEPA loan
## 21871                                          Other  Not a HOEPA loan
## 21877                                     Collateral  Not a HOEPA loan
## 21881                                                 Not a HOEPA loan
## 21886                                                 Not a HOEPA loan
## 21903                                                 Not a HOEPA loan
## 21905                                                 Not a HOEPA loan
## 21909                                                 Not a HOEPA loan
## 21921                                                 Not a HOEPA loan
## 21931                                                 Not a HOEPA loan
## 21940                                                 Not a HOEPA loan
## 21969                                                 Not a HOEPA loan
## 21975                                                 Not a HOEPA loan
## 21995                                                 Not a HOEPA loan
## 21996                                                 Not a HOEPA loan
## 22054                                                 Not a HOEPA loan
## 22066                                                 Not a HOEPA loan
## 22095                                                 Not a HOEPA loan
## 22102                                                 Not a HOEPA loan
## 22105                  Credit application incomplete  Not a HOEPA loan
## 22108                                                 Not a HOEPA loan
## 22153                                                 Not a HOEPA loan
## 22204                                                 Not a HOEPA loan
## 22215                                                 Not a HOEPA loan
## 22265 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 22271                                                 Not a HOEPA loan
## 22291                                                 Not a HOEPA loan
## 22294                  Credit application incomplete  Not a HOEPA loan
## 22303                                                 Not a HOEPA loan
## 22307                                                 Not a HOEPA loan
## 22329                                     Collateral  Not a HOEPA loan
## 22333                                          Other  Not a HOEPA loan
## 22336                                                 Not a HOEPA loan
## 22339                  Credit application incomplete  Not a HOEPA loan
## 22343                                                 Not a HOEPA loan
## 22347                                                 Not a HOEPA loan
## 22348                                                 Not a HOEPA loan
## 22355                                                 Not a HOEPA loan
## 22361                                                 Not a HOEPA loan
## 22373                                                 Not a HOEPA loan
## 22395                                                 Not a HOEPA loan
## 22400                                                 Not a HOEPA loan
## 22411                                          Other  Not a HOEPA loan
## 22413                                                 Not a HOEPA loan
## 22414                                                 Not a HOEPA loan
## 22427                                                 Not a HOEPA loan
## 22433                                                 Not a HOEPA loan
## 22435                                     Collateral  Not a HOEPA loan
## 22453                                                 Not a HOEPA loan
## 22455                                                 Not a HOEPA loan
## 22463                                                 Not a HOEPA loan
## 22468                                                 Not a HOEPA loan
## 22475                                                 Not a HOEPA loan
## 22492                                                 Not a HOEPA loan
## 22497                                                 Not a HOEPA loan
## 22503                           Debt-to-income ratio  Not a HOEPA loan
## 22515                                                 Not a HOEPA loan
## 22517                                                 Not a HOEPA loan
## 22522                                                 Not a HOEPA loan
## 22526                                                 Not a HOEPA loan
## 22528                                                 Not a HOEPA loan
## 22535                                                 Not a HOEPA loan
## 22537                           Debt-to-income ratio  Not a HOEPA loan
## 22547                                                 Not a HOEPA loan
## 22551                  Credit application incomplete  Not a HOEPA loan
## 22552                                                 Not a HOEPA loan
## 22558                                                 Not a HOEPA loan
## 22567                                                 Not a HOEPA loan
## 22576                                                 Not a HOEPA loan
## 22579                                                 Not a HOEPA loan
## 22583                                                 Not a HOEPA loan
## 22589                                                 Not a HOEPA loan
## 22591                                                 Not a HOEPA loan
## 22595                                                 Not a HOEPA loan
## 22606                                                 Not a HOEPA loan
## 22612                                                 Not a HOEPA loan
## 22615                                                 Not a HOEPA loan
## 22619                                     Collateral  Not a HOEPA loan
## 22624                                                 Not a HOEPA loan
## 22636                           Debt-to-income ratio  Not a HOEPA loan
## 22637 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 22643                                                 Not a HOEPA loan
## 22648                                                 Not a HOEPA loan
## 22651                                                 Not a HOEPA loan
## 22665                                                 Not a HOEPA loan
## 22666                                                 Not a HOEPA loan
## 22677 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 22679                                                 Not a HOEPA loan
## 22681                                                 Not a HOEPA loan
## 22684                                                 Not a HOEPA loan
## 22685                                     Collateral  Not a HOEPA loan
## 22695                  Credit application incomplete  Not a HOEPA loan
## 22696                                                 Not a HOEPA loan
## 22697                                                 Not a HOEPA loan
## 22709                                                 Not a HOEPA loan
## 22711                           Debt-to-income ratio  Not a HOEPA loan
## 22715                                                 Not a HOEPA loan
## 22717                             Employment history  Not a HOEPA loan
## 22723                                                 Not a HOEPA loan
## 22735                                                 Not a HOEPA loan
## 22738                                                 Not a HOEPA loan
## 22741                                                 Not a HOEPA loan
## 22744                       Unverifiable information  Not a HOEPA loan
## 22745                                                 Not a HOEPA loan
## 22756                                          Other  Not a HOEPA loan
## 22762                                                 Not a HOEPA loan
## 22763                                                 Not a HOEPA loan
## 22767                                     Collateral  Not a HOEPA loan
## 22786                                                 Not a HOEPA loan
## 22792                                                 Not a HOEPA loan
## 22803                                                 Not a HOEPA loan
## 22805                                                 Not a HOEPA loan
## 22810                                          Other  Not a HOEPA loan
## 22815                                                 Not a HOEPA loan
## 22823                                                 Not a HOEPA loan
## 22834                                                 Not a HOEPA loan
## 22846                                                 Not a HOEPA loan
## 22852                                                 Not a HOEPA loan
## 22855                                                 Not a HOEPA loan
## 22866                                                 Not a HOEPA loan
## 22903 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 22911                                                 Not a HOEPA loan
## 22963 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 22981                                                 Not a HOEPA loan
## 22996                                                 Not a HOEPA loan
## 23019                           Debt-to-income ratio  Not a HOEPA loan
## 23020                                                 Not a HOEPA loan
## 23029                                                 Not a HOEPA loan
## 23038                                                 Not a HOEPA loan
## 23039                                                 Not a HOEPA loan
## 23053                                                 Not a HOEPA loan
## 23066                                 Credit history  Not a HOEPA loan
## 23071                                                 Not a HOEPA loan
## 23078                                 Credit history  Not a HOEPA loan
## 23079                                                 Not a HOEPA loan
## 23089                                                 Not a HOEPA loan
## 23095                                                 Not a HOEPA loan
## 23104                  Credit application incomplete  Not a HOEPA loan
## 23107                                                 Not a HOEPA loan
## 23113                                                 Not a HOEPA loan
## 23125                                 Credit history  Not a HOEPA loan
## 23143                                                 Not a HOEPA loan
## 23149                                                 Not a HOEPA loan
## 23151                                                 Not a HOEPA loan
## 23155                                                 Not a HOEPA loan
## 23157                                                 Not a HOEPA loan
## 23158                                                 Not a HOEPA loan
## 23167                                                 Not a HOEPA loan
## 23173                                                 Not a HOEPA loan
## 23182                  Credit application incomplete  Not a HOEPA loan
## 23224                                                 Not a HOEPA loan
## 23230                                                 Not a HOEPA loan
## 23245                                          Other  Not a HOEPA loan
## 23254                                                 Not a HOEPA loan
## 23257                                                 Not a HOEPA loan
## 23265                                                 Not a HOEPA loan
## 23299                                                 Not a HOEPA loan
## 23302                                                 Not a HOEPA loan
## 23321                           Debt-to-income ratio  Not a HOEPA loan
## 23325                                          Other  Not a HOEPA loan
## 23329 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 23337                           Debt-to-income ratio  Not a HOEPA loan
## 23356                                                 Not a HOEPA loan
## 23369                                     Collateral  Not a HOEPA loan
## 23387                                                 Not a HOEPA loan
## 23407                                                 Not a HOEPA loan
## 23416                                                 Not a HOEPA loan
## 23423                                                 Not a HOEPA loan
## 23432                                                 Not a HOEPA loan
## 23435                                                 Not a HOEPA loan
## 23446                                                 Not a HOEPA loan
## 23449                  Credit application incomplete  Not a HOEPA loan
## 23452                                                 Not a HOEPA loan
## 23475                                                 Not a HOEPA loan
## 23479                                                 Not a HOEPA loan
## 23480                                 Credit history  Not a HOEPA loan
## 23481                                                 Not a HOEPA loan
## 23485                                          Other  Not a HOEPA loan
## 23507                                                 Not a HOEPA loan
## 23522                                                 Not a HOEPA loan
## 23539                  Credit application incomplete  Not a HOEPA loan
## 23545                                                 Not a HOEPA loan
## 23547                                                 Not a HOEPA loan
## 23563                                                 Not a HOEPA loan
## 23566                                     Collateral  Not a HOEPA loan
## 23573                                                 Not a HOEPA loan
## 23576                                                 Not a HOEPA loan
## 23584                                                 Not a HOEPA loan
## 23593                                          Other  Not a HOEPA loan
## 23596                                                 Not a HOEPA loan
## 23599                                                 Not a HOEPA loan
## 23606                                                 Not a HOEPA loan
## 23607                                                 Not a HOEPA loan
## 23608                                                 Not a HOEPA loan
## 23619                                                 Not a HOEPA loan
## 23629                                                 Not a HOEPA loan
## 23631                                                 Not a HOEPA loan
## 23648                                                 Not a HOEPA loan
## 23656                                                 Not a HOEPA loan
## 23659                                                 Not a HOEPA loan
## 23665                                                 Not a HOEPA loan
## 23671                                                 Not a HOEPA loan
## 23677                                                 Not a HOEPA loan
## 23683                                                 Not a HOEPA loan
## 23689                                                 Not a HOEPA loan
## 23707                                                 Not a HOEPA loan
## 23714                                                 Not a HOEPA loan
## 23741                                                 Not a HOEPA loan
## 23755                                                 Not a HOEPA loan
## 23757                                                 Not a HOEPA loan
## 23783                                 Credit history  Not a HOEPA loan
## 23788                                                 Not a HOEPA loan
## 23800                                                 Not a HOEPA loan
## 23803                                                 Not a HOEPA loan
## 23807                                                 Not a HOEPA loan
## 23821                                                 Not a HOEPA loan
## 23824                           Debt-to-income ratio  Not a HOEPA loan
## 23836                                                 Not a HOEPA loan
## 23848                                                 Not a HOEPA loan
## 23853                                     Collateral  Not a HOEPA loan
## 23871                                                 Not a HOEPA loan
## 23883                  Credit application incomplete  Not a HOEPA loan
## 23890                                                 Not a HOEPA loan
## 23909                                                 Not a HOEPA loan
## 23914                                                 Not a HOEPA loan
## 23918                                                 Not a HOEPA loan
## 23919                                                 Not a HOEPA loan
## 23926                                                 Not a HOEPA loan
## 23930                                                 Not a HOEPA loan
## 23931                                                 Not a HOEPA loan
## 23943                  Credit application incomplete  Not a HOEPA loan
## 23947                                                 Not a HOEPA loan
## 23950                                                 Not a HOEPA loan
## 23963                                                 Not a HOEPA loan
## 23969                                                 Not a HOEPA loan
## 23974                                                 Not a HOEPA loan
## 23979                                                 Not a HOEPA loan
## 23984                           Debt-to-income ratio  Not a HOEPA loan
## 23987                                                 Not a HOEPA loan
## 24004                                                 Not a HOEPA loan
## 24014                           Debt-to-income ratio  Not a HOEPA loan
## 24023                                                 Not a HOEPA loan
## 24029                                                 Not a HOEPA loan
## 24031                                                 Not a HOEPA loan
## 24033                                                 Not a HOEPA loan
## 24040                                                 Not a HOEPA loan
## 24046                                                 Not a HOEPA loan
## 24050                                                 Not a HOEPA loan
## 24051                                                 Not a HOEPA loan
## 24081                                                 Not a HOEPA loan
## 24087                                     Collateral  Not a HOEPA loan
## 24098                                                 Not a HOEPA loan
## 24105                                 Credit history  Not a HOEPA loan
## 24107                                                 Not a HOEPA loan
## 24122                                                 Not a HOEPA loan
## 24128                                                 Not a HOEPA loan
## 24140                                                 Not a HOEPA loan
## 24145                                     Collateral  Not a HOEPA loan
## 24147                                          Other  Not a HOEPA loan
## 24164                                     Collateral  Not a HOEPA loan
## 24165                                                 Not a HOEPA loan
## 24172                                                 Not a HOEPA loan
## 24182                                 Credit history  Not a HOEPA loan
## 24185                                                 Not a HOEPA loan
## 24210                                                 Not a HOEPA loan
## 24213                                                 Not a HOEPA loan
## 24217                                                 Not a HOEPA loan
## 24223                                                 Not a HOEPA loan
## 24225                                                 Not a HOEPA loan
## 24232                                                 Not a HOEPA loan
## 24233                                                 Not a HOEPA loan
## 24236                                 Credit history  Not a HOEPA loan
## 24245                                                 Not a HOEPA loan
## 24248                           Debt-to-income ratio  Not a HOEPA loan
## 24254                  Credit application incomplete  Not a HOEPA loan
## 24272                                                 Not a HOEPA loan
## 24280                                                 Not a HOEPA loan
## 24284                                                 Not a HOEPA loan
## 24290                                 Credit history  Not a HOEPA loan
## 24292                                                 Not a HOEPA loan
## 24310                                                 Not a HOEPA loan
## 24311                                                 Not a HOEPA loan
## 24313                                                 Not a HOEPA loan
## 24314                                     Collateral  Not a HOEPA loan
## 24325                                                 Not a HOEPA loan
## 24334                                                 Not a HOEPA loan
## 24341 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 24350                                 Credit history  Not a HOEPA loan
## 24352                                                 Not a HOEPA loan
## 24359                                                 Not a HOEPA loan
## 24365                                                 Not a HOEPA loan
## 24371                                                 Not a HOEPA loan
## 24377                                                 Not a HOEPA loan
## 24389                                                 Not a HOEPA loan
## 24395                                                 Not a HOEPA loan
## 24410                                                 Not a HOEPA loan
## 24423                           Debt-to-income ratio  Not a HOEPA loan
## 24425                                                 Not a HOEPA loan
## 24449                           Debt-to-income ratio  Not a HOEPA loan
## 24454                                                 Not a HOEPA loan
## 24464                                          Other  Not a HOEPA loan
## 24466                                                 Not a HOEPA loan
## 24472                                                 Not a HOEPA loan
## 24473                                                 Not a HOEPA loan
## 24488                           Debt-to-income ratio  Not a HOEPA loan
## 24490                                                 Not a HOEPA loan
## 24506                                     Collateral  Not a HOEPA loan
## 24524                  Credit application incomplete  Not a HOEPA loan
## 24549                                                 Not a HOEPA loan
## 24554                                                 Not a HOEPA loan
## 24566                                          Other  Not a HOEPA loan
## 24572                                                 Not a HOEPA loan
## 24578                           Debt-to-income ratio  Not a HOEPA loan
## 24584                           Debt-to-income ratio  Not a HOEPA loan
## 24590                                                 Not a HOEPA loan
## 24596 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 24602                                     Collateral  Not a HOEPA loan
## 24608                                                 Not a HOEPA loan
## 24610                                                 Not a HOEPA loan
## 24614                                 Credit history  Not a HOEPA loan
## 24658                                                 Not a HOEPA loan
## 24670                                                 Not a HOEPA loan
## 24675                           Debt-to-income ratio  Not a HOEPA loan
## 24682                                                 Not a HOEPA loan
## 24700                                                 Not a HOEPA loan
## 24722                                                 Not a HOEPA loan
## 24723                                                 Not a HOEPA loan
## 24724                                                 Not a HOEPA loan
## 24740                                                 Not a HOEPA loan
## 24748                                                 Not a HOEPA loan
## 24785                  Credit application incomplete  Not a HOEPA loan
## 24788                                                 Not a HOEPA loan
## 24795                                                 Not a HOEPA loan
## 24796                                                 Not a HOEPA loan
## 24813                                                 Not a HOEPA loan
## 24835                                                 Not a HOEPA loan
## 24837                                                 Not a HOEPA loan
## 24843                                                 Not a HOEPA loan
## 24854                                                 Not a HOEPA loan
## 24860                                                 Not a HOEPA loan
## 24865                                                 Not a HOEPA loan
## 24886                                                 Not a HOEPA loan
## 24892                                                 Not a HOEPA loan
## 24927                                                 Not a HOEPA loan
## 24928                                                 Not a HOEPA loan
## 24940                                                 Not a HOEPA loan
## 24946                                     Collateral  Not a HOEPA loan
## 24950                                                 Not a HOEPA loan
## 24951                                                 Not a HOEPA loan
## 24956                                                 Not a HOEPA loan
## 24965                                                 Not a HOEPA loan
## 24975                                                 Not a HOEPA loan
## 24976                                     Collateral  Not a HOEPA loan
## 24982                                                 Not a HOEPA loan
## 24999                                                 Not a HOEPA loan
## 25011                                                 Not a HOEPA loan
## 25017                                                 Not a HOEPA loan
## 25027                                                 Not a HOEPA loan
## 25046                  Credit application incomplete  Not a HOEPA loan
## 25089                                                 Not a HOEPA loan
## 25102                                                 Not a HOEPA loan
## 25149                                                 Not a HOEPA loan
## 25172                                                 Not a HOEPA loan
## 25173                                                 Not a HOEPA loan
## 25185                                                 Not a HOEPA loan
## 25196                                                 Not a HOEPA loan
## 25210                           Debt-to-income ratio  Not a HOEPA loan
## 25222                                                 Not a HOEPA loan
## 25240                                                 Not a HOEPA loan
## 25294                                                 Not a HOEPA loan
## 25304                                                 Not a HOEPA loan
## 25305                                                 Not a HOEPA loan
## 25318                                                 Not a HOEPA loan
## 25336                                                 Not a HOEPA loan
## 25365                                                 Not a HOEPA loan
## 25400                                                 Not a HOEPA loan
## 25406                                                 Not a HOEPA loan
## 25426                                                 Not a HOEPA loan
## 25431                                                 Not a HOEPA loan
## 25450                                                 Not a HOEPA loan
## 25461                                          Other  Not a HOEPA loan
## 25491                                     Collateral  Not a HOEPA loan
## 25503                                                 Not a HOEPA loan
## 25504                                                 Not a HOEPA loan
## 25534                                                 Not a HOEPA loan
## 25540                  Credit application incomplete  Not a HOEPA loan
## 25577                                                 Not a HOEPA loan
## 25588                                                 Not a HOEPA loan
## 25612                                                 Not a HOEPA loan
## 25654                                                 Not a HOEPA loan
## 25660                                                 Not a HOEPA loan
## 25675                                                 Not a HOEPA loan
## 25681                                                 Not a HOEPA loan
## 25696                                                 Not a HOEPA loan
## 25702                                                 Not a HOEPA loan
## 25705                                                 Not a HOEPA loan
## 25756                                                 Not a HOEPA loan
## 25771                                                 Not a HOEPA loan
## 25774                                                 Not a HOEPA loan
## 25796                                                 Not a HOEPA loan
## 25803                                                 Not a HOEPA loan
## 25810                  Credit application incomplete  Not a HOEPA loan
## 25885                                                 Not a HOEPA loan
## 25894                                                 Not a HOEPA loan
## 25906                                                 Not a HOEPA loan
## 25912                  Credit application incomplete  Not a HOEPA loan
## 25931                                                 Not a HOEPA loan
## 25937                                                 Not a HOEPA loan
## 25939                  Credit application incomplete  Not a HOEPA loan
## 25945                                                 Not a HOEPA loan
## 25948                                                 Not a HOEPA loan
## 25957                                                 Not a HOEPA loan
## 25971                                                 Not a HOEPA loan
## 26038                                                 Not a HOEPA loan
## 26067                           Debt-to-income ratio  Not a HOEPA loan
## 26068                                                 Not a HOEPA loan
## 26077                                                 Not a HOEPA loan
## 26080                                                 Not a HOEPA loan
## 26126                                                 Not a HOEPA loan
## 26131                                                 Not a HOEPA loan
## 26143                                                 Not a HOEPA loan
## 26155                                                 Not a HOEPA loan
## 26184                                                 Not a HOEPA loan
## 26188                                                 Not a HOEPA loan
## 26194                                                 Not a HOEPA loan
## 26296                           Debt-to-income ratio  Not a HOEPA loan
## 26314                                                 Not a HOEPA loan
## 26321                                                 Not a HOEPA loan
## 26327                                                 Not a HOEPA loan
## 26365                                                 Not a HOEPA loan
## 26371                                                 Not a HOEPA loan
## 26385                  Credit application incomplete  Not a HOEPA loan
## 26393                                     Collateral  Not a HOEPA loan
## 26398                  Credit application incomplete  Not a HOEPA loan
## 26401                                                 Not a HOEPA loan
## 26431                                                 Not a HOEPA loan
## 26432                                          Other  Not a HOEPA loan
## 26443                                                 Not a HOEPA loan
## 26455                                                 Not a HOEPA loan
## 26457                                                 Not a HOEPA loan
## 26464                  Credit application incomplete  Not a HOEPA loan
## 26485                                                 Not a HOEPA loan
## 26488                                                 Not a HOEPA loan
## 26506                           Debt-to-income ratio  Not a HOEPA loan
## 26521                                                 Not a HOEPA loan
## 26527                                                 Not a HOEPA loan
## 26530                                                 Not a HOEPA loan
## 26542                                                 Not a HOEPA loan
## 26557                                                 Not a HOEPA loan
## 26563                                                 Not a HOEPA loan
## 26572                                                 Not a HOEPA loan
## 26575                                                 Not a HOEPA loan
## 26596                                                 Not a HOEPA loan
## 26601                                                 Not a HOEPA loan
## 26608                                                 Not a HOEPA loan
## 26609                                 Credit history  Not a HOEPA loan
## 26620                                                 Not a HOEPA loan
## 26625                                                 Not a HOEPA loan
## 26650                                                 Not a HOEPA loan
## 26651                                                 Not a HOEPA loan
## 26683                                                 Not a HOEPA loan
## 26708                                 Credit history  Not a HOEPA loan
## 26725                                                 Not a HOEPA loan
## 26737                                                 Not a HOEPA loan
## 26770                  Credit application incomplete  Not a HOEPA loan
## 26776                                                 Not a HOEPA loan
## 26782                                                 Not a HOEPA loan
## 26794                                                 Not a HOEPA loan
## 26799                                                 Not a HOEPA loan
## 26800                                                 Not a HOEPA loan
## 26851                           Debt-to-income ratio  Not a HOEPA loan
## 26869                                                 Not a HOEPA loan
## 26902                                                 Not a HOEPA loan
## 26950                                                 Not a HOEPA loan
## 26956                                                 Not a HOEPA loan
## 26983                                                 Not a HOEPA loan
## 27000                                                 Not a HOEPA loan
## 27055                                                 Not a HOEPA loan
## 27075                                                 Not a HOEPA loan
## 27077                                                 Not a HOEPA loan
## 27082                                                 Not a HOEPA loan
## 27092                                                 Not a HOEPA loan
## 27111                                                 Not a HOEPA loan
## 27136                                                 Not a HOEPA loan
## 27163                                                 Not a HOEPA loan
## 27184                                                 Not a HOEPA loan
## 27190                                                 Not a HOEPA loan
## 27191                                                 Not a HOEPA loan
## 27196                                                 Not a HOEPA loan
## 27214                           Debt-to-income ratio  Not a HOEPA loan
## 27217                                                 Not a HOEPA loan
## 27227                                                 Not a HOEPA loan
## 27245                                                 Not a HOEPA loan
## 27249                                                 Not a HOEPA loan
## 27265                                                 Not a HOEPA loan
## 27293                                                 Not a HOEPA loan
## 27301                                                 Not a HOEPA loan
## 27304                                                 Not a HOEPA loan
## 27309                  Credit application incomplete  Not a HOEPA loan
## 27316                                                 Not a HOEPA loan
## 27322                                                 Not a HOEPA loan
## 27328                                                 Not a HOEPA loan
## 27334                                                 Not a HOEPA loan
## 27338                                                 Not a HOEPA loan
## 27387                                                 Not a HOEPA loan
## 27389                                                 Not a HOEPA loan
## 27439                                                 Not a HOEPA loan
## 27447                                                 Not a HOEPA loan
## 27477                                                 Not a HOEPA loan
## 27505                                                 Not a HOEPA loan
## 27508                                                 Not a HOEPA loan
## 27511                                                 Not a HOEPA loan
## 27520                                                 Not a HOEPA loan
## 27528                                                 Not a HOEPA loan
## 27592                                                 Not a HOEPA loan
## 27602                  Credit application incomplete  Not a HOEPA loan
## 27623                                                 Not a HOEPA loan
## 27625                                                 Not a HOEPA loan
## 27637                                                 Not a HOEPA loan
## 27640                                                 Not a HOEPA loan
## 27643                                                 Not a HOEPA loan
## 27652                                                 Not a HOEPA loan
## 27745                                                 Not a HOEPA loan
## 27778                                                 Not a HOEPA loan
## 27794                                                 Not a HOEPA loan
## 27808                                                 Not a HOEPA loan
## 27811                                                 Not a HOEPA loan
## 27814                                                 Not a HOEPA loan
## 27826                                                 Not a HOEPA loan
## 27856                                                 Not a HOEPA loan
## 27861                           Debt-to-income ratio  Not a HOEPA loan
## 27874                                                 Not a HOEPA loan
## 27875                           Debt-to-income ratio  Not a HOEPA loan
## 27880                                                 Not a HOEPA loan
## 27886                                                 Not a HOEPA loan
## 27922                                                 Not a HOEPA loan
## 27934                                                 Not a HOEPA loan
## 27944                                                 Not a HOEPA loan
## 27946                                                 Not a HOEPA loan
## 27952                                                 Not a HOEPA loan
## 27956                                     Collateral  Not a HOEPA loan
## 27968                                                 Not a HOEPA loan
## 27981                                                 Not a HOEPA loan
## 27991                                                 Not a HOEPA loan
## 27992                                                 Not a HOEPA loan
## 27998                                                 Not a HOEPA loan
## 28006                                                 Not a HOEPA loan
## 28012                                                 Not a HOEPA loan
## 28028                                                 Not a HOEPA loan
## 28030                                                 Not a HOEPA loan
## 28034                                                 Not a HOEPA loan
## 28040                                                 Not a HOEPA loan
## 28044                                                 Not a HOEPA loan
## 28052                                                 Not a HOEPA loan
## 28084                                                 Not a HOEPA loan
## 28095                                                 Not a HOEPA loan
## 28104                                                 Not a HOEPA loan
## 28108                                                 Not a HOEPA loan
## 28129                                                 Not a HOEPA loan
## 28132                           Debt-to-income ratio  Not a HOEPA loan
## 28136                                                 Not a HOEPA loan
## 28147                                     Collateral  Not a HOEPA loan
## 28156                                                 Not a HOEPA loan
## 28185                                                 Not a HOEPA loan
## 28196                                                 Not a HOEPA loan
## 28198                                                 Not a HOEPA loan
## 28201                                                 Not a HOEPA loan
## 28223                                                 Not a HOEPA loan
## 28225                                                 Not a HOEPA loan
## 28276                                                 Not a HOEPA loan
## 28315                                                 Not a HOEPA loan
## 28330                                                 Not a HOEPA loan
## 28334                             Employment history  Not a HOEPA loan
## 28339                                                 Not a HOEPA loan
## 28352                       Unverifiable information  Not a HOEPA loan
## 28375                                                 Not a HOEPA loan
## 28384                                                 Not a HOEPA loan
## 28396                                                 Not a HOEPA loan
## 28432                                                 Not a HOEPA loan
## 28444                                                 Not a HOEPA loan
## 28454                                                 Not a HOEPA loan
## 28462                                     Collateral  Not a HOEPA loan
## 28486                                                 Not a HOEPA loan
## 28487                                                 Not a HOEPA loan
## 28504                                                 Not a HOEPA loan
## 28517                                                 Not a HOEPA loan
## 28522                                                 Not a HOEPA loan
## 28523                                                 Not a HOEPA loan
## 28529                                                 Not a HOEPA loan
## 28544                                                 Not a HOEPA loan
## 28547                                                 Not a HOEPA loan
## 28552                                                 Not a HOEPA loan
## 28553                                                 Not a HOEPA loan
## 28556                                     Collateral  Not a HOEPA loan
## 28558                                     Collateral  Not a HOEPA loan
## 28574                                                 Not a HOEPA loan
## 28582                                                 Not a HOEPA loan
## 28587                                                 Not a HOEPA loan
## 28588                                                 Not a HOEPA loan
## 28591                                                 Not a HOEPA loan
## 28601                                                 Not a HOEPA loan
## 28604                                                 Not a HOEPA loan
## 28610                                                 Not a HOEPA loan
## 28622                  Credit application incomplete  Not a HOEPA loan
## 28627                                                 Not a HOEPA loan
## 28657                           Debt-to-income ratio  Not a HOEPA loan
## 28658                                                 Not a HOEPA loan
## 28677                                                 Not a HOEPA loan
## 28705                                                 Not a HOEPA loan
## 28709                                                 Not a HOEPA loan
## 28712                                     Collateral  Not a HOEPA loan
## 28730                                                 Not a HOEPA loan
## 28737                                     Collateral  Not a HOEPA loan
## 28748                                 Credit history  Not a HOEPA loan
## 28822                                                 Not a HOEPA loan
## 28833                           Debt-to-income ratio  Not a HOEPA loan
## 28838                                                 Not a HOEPA loan
## 28843                                                 Not a HOEPA loan
## 28868                                                 Not a HOEPA loan
## 28885                                                 Not a HOEPA loan
## 28889                                                 Not a HOEPA loan
## 28918                                                 Not a HOEPA loan
## 28936                                                 Not a HOEPA loan
## 28938                                                 Not a HOEPA loan
## 28954                                                 Not a HOEPA loan
## 28989                                                 Not a HOEPA loan
## 29013                                                 Not a HOEPA loan
## 29021                                                 Not a HOEPA loan
## 29032                                                 Not a HOEPA loan
## 29050                                                 Not a HOEPA loan
## 29069                                                 Not a HOEPA loan
## 29099                                                 Not a HOEPA loan
## 29109                                          Other  Not a HOEPA loan
## 29116                           Debt-to-income ratio  Not a HOEPA loan
## 29122                                                 Not a HOEPA loan
## 29127                                                 Not a HOEPA loan
## 29128                                                 Not a HOEPA loan
## 29134                                                 Not a HOEPA loan
## 29143                                                 Not a HOEPA loan
## 29146                                                 Not a HOEPA loan
## 29170                                                 Not a HOEPA loan
## 29181                                 Credit history  Not a HOEPA loan
## 29188                  Credit application incomplete  Not a HOEPA loan
## 29200                                                 Not a HOEPA loan
## 29212                                          Other  Not a HOEPA loan
## 29216                                                 Not a HOEPA loan
## 29242                                                 Not a HOEPA loan
## 29269                           Debt-to-income ratio  Not a HOEPA loan
## 29272                                                 Not a HOEPA loan
## 29277                                                 Not a HOEPA loan
## 29283                                                 Not a HOEPA loan
## 29303                                                 Not a HOEPA loan
## 29311                                          Other  Not a HOEPA loan
## 29331                                                 Not a HOEPA loan
## 29381                                                 Not a HOEPA loan
## 29415                                                 Not a HOEPA loan
## 29460                                                 Not a HOEPA loan
## 29483                                                 Not a HOEPA loan
## 29503                                                 Not a HOEPA loan
## 29514                                                 Not a HOEPA loan
## 29515                                     Collateral  Not a HOEPA loan
## 29523                           Debt-to-income ratio  Not a HOEPA loan
## 29526                                                 Not a HOEPA loan
## 29533                                                 Not a HOEPA loan
## 29555                                                 Not a HOEPA loan
## 29575                                                 Not a HOEPA loan
## 29592                                                 Not a HOEPA loan
## 29604                                                 Not a HOEPA loan
## 29622                                                 Not a HOEPA loan
## 29674                                                 Not a HOEPA loan
## 29678                                 Credit history  Not a HOEPA loan
## 29683                                                 Not a HOEPA loan
## 29689                                                 Not a HOEPA loan
## 29700                                                 Not a HOEPA loan
## 29706                                                 Not a HOEPA loan
## 29713                                                 Not a HOEPA loan
## 29715                                                 Not a HOEPA loan
## 29730                                                 Not a HOEPA loan
## 29736                                                 Not a HOEPA loan
## 29745                                     Collateral  Not a HOEPA loan
## 29754                                                 Not a HOEPA loan
## 29760                                                 Not a HOEPA loan
## 29761                           Debt-to-income ratio  Not a HOEPA loan
## 29779                                                 Not a HOEPA loan
## 29814                                                 Not a HOEPA loan
## 29829                           Debt-to-income ratio  Not a HOEPA loan
## 29833                                                 Not a HOEPA loan
## 29856                                                 Not a HOEPA loan
## 29868                                                 Not a HOEPA loan
## 29889                                                 Not a HOEPA loan
## 29903                                                 Not a HOEPA loan
## 29936                                 Credit history  Not a HOEPA loan
## 29937                                                 Not a HOEPA loan
## 29947                                                 Not a HOEPA loan
## 29959                                                 Not a HOEPA loan
## 29964                                                 Not a HOEPA loan
## 29983                           Debt-to-income ratio  Not a HOEPA loan
## 30000                                                 Not a HOEPA loan
## 30015                                                 Not a HOEPA loan
## 30018                                                 Not a HOEPA loan
## 30030                                                 Not a HOEPA loan
## 30034                                                 Not a HOEPA loan
## 30045                  Credit application incomplete  Not a HOEPA loan
## 30054                                                 Not a HOEPA loan
## 30060                                                 Not a HOEPA loan
## 30085                                                 Not a HOEPA loan
## 30093                                          Other  Not a HOEPA loan
## 30138                                                 Not a HOEPA loan
## 30144                                                 Not a HOEPA loan
## 30162                                                 Not a HOEPA loan
## 30167                                                 Not a HOEPA loan
## 30180                                                 Not a HOEPA loan
## 30221                                                 Not a HOEPA loan
## 30225                       Unverifiable information  Not a HOEPA loan
## 30226                                                 Not a HOEPA loan
## 30235                       Unverifiable information  Not a HOEPA loan
## 30237                                                 Not a HOEPA loan
## 30246                                                 Not a HOEPA loan
## 30252                                                 Not a HOEPA loan
## 30253                  Credit application incomplete  Not a HOEPA loan
## 30270                                                 Not a HOEPA loan
## 30282                                                 Not a HOEPA loan
## 30294                                                 Not a HOEPA loan
## 30300                                                 Not a HOEPA loan
## 30301                                                 Not a HOEPA loan
## 30303                                                 Not a HOEPA loan
## 30318                                                 Not a HOEPA loan
## 30342                                                 Not a HOEPA loan
## 30343                                                 Not a HOEPA loan
## 30353                                                 Not a HOEPA loan
## 30354                                                 Not a HOEPA loan
## 30359                                                 Not a HOEPA loan
## 30381                           Debt-to-income ratio  Not a HOEPA loan
## 30408                                                 Not a HOEPA loan
## 30414                                                 Not a HOEPA loan
## 30426                                                 Not a HOEPA loan
## 30429                                                 Not a HOEPA loan
## 30444                                                 Not a HOEPA loan
## 30453                           Debt-to-income ratio  Not a HOEPA loan
## 30465                                                 Not a HOEPA loan
## 30476                                                 Not a HOEPA loan
## 30484                                                 Not a HOEPA loan
## 30485                                                 Not a HOEPA loan
## 30503                                                 Not a HOEPA loan
## 30511                                                 Not a HOEPA loan
## 30517                                                 Not a HOEPA loan
## 30519                                                 Not a HOEPA loan
## 30533                                                 Not a HOEPA loan
## 30534                                                 Not a HOEPA loan
## 30540                                                 Not a HOEPA loan
## 30558                                                 Not a HOEPA loan
## 30564                                                 Not a HOEPA loan
## 30576                                                 Not a HOEPA loan
## 30588                                                 Not a HOEPA loan
## 30594                                                 Not a HOEPA loan
## 30605                                                 Not a HOEPA loan
## 30648                                                 Not a HOEPA loan
## 30654                                                 Not a HOEPA loan
## 30666                                                 Not a HOEPA loan
## 30678                                                 Not a HOEPA loan
## 30684                                                 Not a HOEPA loan
## 30685                                                 Not a HOEPA loan
## 30715                                                 Not a HOEPA loan
## 30716                                                 Not a HOEPA loan
## 30717                                          Other  Not a HOEPA loan
## 30738                                                 Not a HOEPA loan
## 30744                                                 Not a HOEPA loan
## 30756                                                 Not a HOEPA loan
## 30762                                                 Not a HOEPA loan
## 30768                                                 Not a HOEPA loan
## 30774                                                 Not a HOEPA loan
## 30780                                                 Not a HOEPA loan
## 30786                                                 Not a HOEPA loan
## 30809                                                 Not a HOEPA loan
## 30835                                                 Not a HOEPA loan
## 30840                                                 Not a HOEPA loan
## 30845                                                 Not a HOEPA loan
## 30846                                                 Not a HOEPA loan
## 30852                                                 Not a HOEPA loan
## 30858                                                 Not a HOEPA loan
## 30872                           Debt-to-income ratio  Not a HOEPA loan
## 30875                                                 Not a HOEPA loan
## 30876                                                 Not a HOEPA loan
## 30894                                                 Not a HOEPA loan
## 30900                                                 Not a HOEPA loan
## 30923                                                 Not a HOEPA loan
## 30960                                                 Not a HOEPA loan
## 30967 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 30972                                                 Not a HOEPA loan
## 30978                                                 Not a HOEPA loan
## 30984                                                 Not a HOEPA loan
## 30985                                                 Not a HOEPA loan
## 30990                                                 Not a HOEPA loan
## 30992                                                 Not a HOEPA loan
## 30996                                                 Not a HOEPA loan
## 31002                                                 Not a HOEPA loan
## 31005                                                 Not a HOEPA loan
## 31008                                                 Not a HOEPA loan
## 31014                                                 Not a HOEPA loan
## 31017                                                 Not a HOEPA loan
## 31043                                                 Not a HOEPA loan
## 31044                                                 Not a HOEPA loan
## 31048                                                 Not a HOEPA loan
## 31050                                                 Not a HOEPA loan
## 31056                                                 Not a HOEPA loan
## 31057                  Credit application incomplete  Not a HOEPA loan
## 31062                                                 Not a HOEPA loan
## 31084                                                 Not a HOEPA loan
## 31086                                                 Not a HOEPA loan
## 31092                                                 Not a HOEPA loan
## 31093                                                 Not a HOEPA loan
## 31104                                                 Not a HOEPA loan
## 31117                                                 Not a HOEPA loan
## 31122                                                 Not a HOEPA loan
## 31128                                                 Not a HOEPA loan
## 31134                                                 Not a HOEPA loan
## 31140                                                 Not a HOEPA loan
## 31152                                                 Not a HOEPA loan
## 31158                                                 Not a HOEPA loan
## 31170                                                 Not a HOEPA loan
## 31176                                                 Not a HOEPA loan
## 31188                                                 Not a HOEPA loan
## 31194                                                 Not a HOEPA loan
## 31200                                                 Not a HOEPA loan
## 31206                                                 Not a HOEPA loan
## 31213                                                 Not a HOEPA loan
## 31224                                                 Not a HOEPA loan
## 31230                                                 Not a HOEPA loan
## 31248                                                 Not a HOEPA loan
## 31254                                                 Not a HOEPA loan
## 31260                                                 Not a HOEPA loan
## 31271                                                 Not a HOEPA loan
## 31276                                                 Not a HOEPA loan
## 31284                                                 Not a HOEPA loan
## 31296                                                 Not a HOEPA loan
## 31301                                                 Not a HOEPA loan
## 31314                                                 Not a HOEPA loan
## 31344                                                 Not a HOEPA loan
## 31350                                                 Not a HOEPA loan
## 31359                                                 Not a HOEPA loan
## 31362                                                 Not a HOEPA loan
## 31368                                                 Not a HOEPA loan
## 31371                                                 Not a HOEPA loan
## 31374                                                 Not a HOEPA loan
## 31380                                                 Not a HOEPA loan
## 31390                                                 Not a HOEPA loan
## 31392                                                 Not a HOEPA loan
## 31398                                                 Not a HOEPA loan
## 31405                                                 Not a HOEPA loan
## 31411                                                 Not a HOEPA loan
## 31421                                                 Not a HOEPA loan
## 31422                                                 Not a HOEPA loan
## 31428                                                 Not a HOEPA loan
## 31434                                                 Not a HOEPA loan
## 31440                                                 Not a HOEPA loan
## 31443                                                 Not a HOEPA loan
## 31446                                                 Not a HOEPA loan
## 31458                                                 Not a HOEPA loan
## 31465                                                 Not a HOEPA loan
## 31476                                                 Not a HOEPA loan
## 31494                                                 Not a HOEPA loan
## 31500                                                 Not a HOEPA loan
## 31503                                                 Not a HOEPA loan
## 31506                                                 Not a HOEPA loan
## 31517                                                 Not a HOEPA loan
## 31519                                                 Not a HOEPA loan
## 31524                                                 Not a HOEPA loan
## 31542                                                 Not a HOEPA loan
## 31554                                                 Not a HOEPA loan
## 31566                                                 Not a HOEPA loan
## 31572                                                 Not a HOEPA loan
## 31573                                                 Not a HOEPA loan
## 31581 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 31590                                                 Not a HOEPA loan
## 31608                                                 Not a HOEPA loan
## 31609                                                 Not a HOEPA loan
## 31614                                                 Not a HOEPA loan
## 31620                                                 Not a HOEPA loan
## 31621                                                 Not a HOEPA loan
## 31632                                                 Not a HOEPA loan
## 31638                                                 Not a HOEPA loan
## 31647                                                 Not a HOEPA loan
## 31655                                                 Not a HOEPA loan
## 31668                                                 Not a HOEPA loan
## 31669                                                 Not a HOEPA loan
## 31686                                                 Not a HOEPA loan
## 31692                                                 Not a HOEPA loan
## 31705                  Credit application incomplete  Not a HOEPA loan
## 31710                                                 Not a HOEPA loan
## 31722                                                 Not a HOEPA loan
## 31728                                                 Not a HOEPA loan
## 31734                                                 Not a HOEPA loan
## 31749                                                 Not a HOEPA loan
## 31752                                                 Not a HOEPA loan
## 31758                                                 Not a HOEPA loan
## 31776                                                 Not a HOEPA loan
## 31788                                                 Not a HOEPA loan
## 31800                                                 Not a HOEPA loan
## 31807                                                 Not a HOEPA loan
## 31824                                                 Not a HOEPA loan
## 31830                                                 Not a HOEPA loan
## 31836                                                 Not a HOEPA loan
## 31843                                                 Not a HOEPA loan
## 31848                                                 Not a HOEPA loan
## 31849                                          Other  Not a HOEPA loan
## 31866                                                 Not a HOEPA loan
## 31872                                                 Not a HOEPA loan
## 31878                                                 Not a HOEPA loan
## 31884                                                 Not a HOEPA loan
## 31890                                                 Not a HOEPA loan
## 31896                                                 Not a HOEPA loan
## 31902                                                 Not a HOEPA loan
## 31905                                                 Not a HOEPA loan
## 31908                                                 Not a HOEPA loan
## 31932                                                 Not a HOEPA loan
## 31936                           Debt-to-income ratio  Not a HOEPA loan
## 31938                                                 Not a HOEPA loan
## 31944                                                 Not a HOEPA loan
## 31945                                                 Not a HOEPA loan
## 31950                                                 Not a HOEPA loan
## 31956                                                 Not a HOEPA loan
## 31957                                                 Not a HOEPA loan
## 31962                                                 Not a HOEPA loan
## 31968                                                 Not a HOEPA loan
## 31974                                                 Not a HOEPA loan
## 32010                                                 Not a HOEPA loan
## 32015                                                 Not a HOEPA loan
## 32023                                                 Not a HOEPA loan
## 32027                                                 Not a HOEPA loan
## 32046                                                 Not a HOEPA loan
## 32051                                                 Not a HOEPA loan
## 32052                                                 Not a HOEPA loan
## 32058                                                 Not a HOEPA loan
## 32064                                                 Not a HOEPA loan
## 32070                                                 Not a HOEPA loan
## 32082                                                 Not a HOEPA loan
## 32088                                                 Not a HOEPA loan
## 32094                                                 Not a HOEPA loan
## 32096                                                 Not a HOEPA loan
## 32100                                                 Not a HOEPA loan
## 32117                                                 Not a HOEPA loan
## 32118                                                 Not a HOEPA loan
## 32125                                                 Not a HOEPA loan
## 32130                                                 Not a HOEPA loan
## 32136                                                 Not a HOEPA loan
## 32148                                                 Not a HOEPA loan
## 32154                                                 Not a HOEPA loan
## 32155                                                 Not a HOEPA loan
## 32160                                                 Not a HOEPA loan
## 32172                                                 Not a HOEPA loan
## 32178                                                 Not a HOEPA loan
## 32190                                                 Not a HOEPA loan
## 32196                                                 Not a HOEPA loan
## 32201                                                 Not a HOEPA loan
## 32202                                                 Not a HOEPA loan
## 32207                                                 Not a HOEPA loan
## 32208                                                 Not a HOEPA loan
## 32212                                                 Not a HOEPA loan
## 32226                                                 Not a HOEPA loan
## 32232                                                 Not a HOEPA loan
## 32238                                                 Not a HOEPA loan
## 32246                                                 Not a HOEPA loan
## 32256                                                 Not a HOEPA loan
## 32270                                                 Not a HOEPA loan
## 32292                                                 Not a HOEPA loan
## 32304                                                 Not a HOEPA loan
## 32306                  Credit application incomplete  Not a HOEPA loan
## 32313                                                 Not a HOEPA loan
## 32316                                                 Not a HOEPA loan
## 32318                                                 Not a HOEPA loan
## 32322                                                 Not a HOEPA loan
## 32323                                                 Not a HOEPA loan
## 32324                                                 Not a HOEPA loan
## 32334                                                 Not a HOEPA loan
## 32336                  Credit application incomplete  Not a HOEPA loan
## 32354                                                 Not a HOEPA loan
## 32356                                                 Not a HOEPA loan
## 32358                                                 Not a HOEPA loan
## 32360                                                 Not a HOEPA loan
## 32365                                                 Not a HOEPA loan
## 32366                                                 Not a HOEPA loan
## 32372                                                 Not a HOEPA loan
## 32377                                                 Not a HOEPA loan
## 32388                                                 Not a HOEPA loan
## 32394                                                 Not a HOEPA loan
## 32406                                                 Not a HOEPA loan
## 32418                                                 Not a HOEPA loan
## 32424                                                 Not a HOEPA loan
## 32430                                                 Not a HOEPA loan
## 32436                                                 Not a HOEPA loan
## 32448                                                 Not a HOEPA loan
## 32454                                                 Not a HOEPA loan
## 32457                                                 Not a HOEPA loan
## 32496                                                 Not a HOEPA loan
## 32514                                                 Not a HOEPA loan
## 32520                                                 Not a HOEPA loan
## 32532                                                 Not a HOEPA loan
## 32544                                                 Not a HOEPA loan
## 32553                                                 Not a HOEPA loan
## 32556                                                 Not a HOEPA loan
## 32562                                                 Not a HOEPA loan
## 32568                                                 Not a HOEPA loan
## 32580                                                 Not a HOEPA loan
## 32592                                                 Not a HOEPA loan
## 32601                                                 Not a HOEPA loan
## 32604                                                 Not a HOEPA loan
## 32622                                                 Not a HOEPA loan
## 32634                                                 Not a HOEPA loan
## 32640                                                 Not a HOEPA loan
## 32646                                                 Not a HOEPA loan
## 32647                                                 Not a HOEPA loan
## 32652                                                 Not a HOEPA loan
## 32653                                                 Not a HOEPA loan
## 32659                                                 Not a HOEPA loan
## 32664                                                 Not a HOEPA loan
## 32676                                                 Not a HOEPA loan
## 32678                                                 Not a HOEPA loan
## 32685                                                 Not a HOEPA loan
## 32694                                                 Not a HOEPA loan
## 32705                                                 Not a HOEPA loan
## 32706                                                 Not a HOEPA loan
## 32708                                     Collateral  Not a HOEPA loan
## 32713                  Credit application incomplete  Not a HOEPA loan
## 32717                                                 Not a HOEPA loan
## 32736                                                 Not a HOEPA loan
## 32742                                                 Not a HOEPA loan
## 32745 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 32748                                                 Not a HOEPA loan
## 32760                                                 Not a HOEPA loan
## 32764                                                 Not a HOEPA loan
## 32765                                                 Not a HOEPA loan
## 32766                                                 Not a HOEPA loan
## 32779                                                 Not a HOEPA loan
## 32784                                                 Not a HOEPA loan
## 32790                                                 Not a HOEPA loan
## 32794                                                 Not a HOEPA loan
## 32807                                                 Not a HOEPA loan
## 32808                                                 Not a HOEPA loan
## 32820                                                 Not a HOEPA loan
## 32826                                                 Not a HOEPA loan
## 32831                                                 Not a HOEPA loan
## 32832                                                 Not a HOEPA loan
## 32838                                                 Not a HOEPA loan
## 32844                                                 Not a HOEPA loan
## 32850                                                 Not a HOEPA loan
## 32857                                                 Not a HOEPA loan
## 32868                                                 Not a HOEPA loan
## 32871                                                 Not a HOEPA loan
## 32873                                                 Not a HOEPA loan
## 32874                                                 Not a HOEPA loan
## 32892                                                 Not a HOEPA loan
## 32899                                                 Not a HOEPA loan
## 32909                                                 Not a HOEPA loan
## 32911                                                 Not a HOEPA loan
## 32916                                                 Not a HOEPA loan
## 32928                                                 Not a HOEPA loan
## 32940                                                 Not a HOEPA loan
## 32941                                                 Not a HOEPA loan
## 32958                                                 Not a HOEPA loan
## 32964                                                 Not a HOEPA loan
## 32970                                                 Not a HOEPA loan
## 32976                                                 Not a HOEPA loan
## 32994                                                 Not a HOEPA loan
## 33000                                                 Not a HOEPA loan
## 33018                                                 Not a HOEPA loan
## 33024                                                 Not a HOEPA loan
## 33027                                                 Not a HOEPA loan
## 33030                                                 Not a HOEPA loan
## 33036                                                 Not a HOEPA loan
## 33048                                                 Not a HOEPA loan
## 33052                                                 Not a HOEPA loan
## 33054                                                 Not a HOEPA loan
## 33057                                                 Not a HOEPA loan
## 33060                                                 Not a HOEPA loan
## 33084                                                 Not a HOEPA loan
## 33090                                                 Not a HOEPA loan
## 33096                                                 Not a HOEPA loan
## 33108                                                 Not a HOEPA loan
## 33109                                                 Not a HOEPA loan
## 33120                                                 Not a HOEPA loan
## 33125                                                 Not a HOEPA loan
## 33131                                                 Not a HOEPA loan
## 33138                                                 Not a HOEPA loan
## 33144                                                 Not a HOEPA loan
## 33150                                                 Not a HOEPA loan
## 33157                                     Collateral  Not a HOEPA loan
## 33168                                                 Not a HOEPA loan
## 33180                                                 Not a HOEPA loan
## 33186                                                 Not a HOEPA loan
## 33195                                                 Not a HOEPA loan
## 33204                                                 Not a HOEPA loan
## 33216                                                 Not a HOEPA loan
## 33223                                                 Not a HOEPA loan
## 33228                                                 Not a HOEPA loan
## 33231                                                 Not a HOEPA loan
## 33246                                                 Not a HOEPA loan
## 33252                                                 Not a HOEPA loan
## 33270                                                 Not a HOEPA loan
## 33282                                                 Not a HOEPA loan
## 33288                                                 Not a HOEPA loan
## 33289                                                 Not a HOEPA loan
## 33294                                                 Not a HOEPA loan
## 33295                                                 Not a HOEPA loan
## 33303                                                 Not a HOEPA loan
## 33306                                                 Not a HOEPA loan
## 33315                                                 Not a HOEPA loan
## 33318                                                 Not a HOEPA loan
## 33324                                                 Not a HOEPA loan
## 33330                                                 Not a HOEPA loan
## 33348                                                 Not a HOEPA loan
## 33355                                                 Not a HOEPA loan
## 33408                                                 Not a HOEPA loan
## 33417                                                 Not a HOEPA loan
## 33426                                                 Not a HOEPA loan
## 33432                                                 Not a HOEPA loan
## 33444                                                 Not a HOEPA loan
## 33445                                                 Not a HOEPA loan
## 33456                                                 Not a HOEPA loan
## 33457                                                 Not a HOEPA loan
## 33469                                          Other  Not a HOEPA loan
## 33480                                                 Not a HOEPA loan
## 33486                                                 Not a HOEPA loan
## 33493                                                 Not a HOEPA loan
## 33510                                                 Not a HOEPA loan
## 33528                                                 Not a HOEPA loan
## 33534                                                 Not a HOEPA loan
## 33546                                                 Not a HOEPA loan
## 33558                                                 Not a HOEPA loan
## 33564                                                 Not a HOEPA loan
## 33571                                                 Not a HOEPA loan
## 33576                                                 Not a HOEPA loan
## 33600                                                 Not a HOEPA loan
## 33606                                                 Not a HOEPA loan
## 33618                                                 Not a HOEPA loan
## 33636                                                 Not a HOEPA loan
## 33648                                                 Not a HOEPA loan
## 33663                                                 Not a HOEPA loan
## 33671                                                 Not a HOEPA loan
## 33672                                                 Not a HOEPA loan
## 33678                                                 Not a HOEPA loan
## 33685                                                 Not a HOEPA loan
## 33690                                                 Not a HOEPA loan
## 33708                                                 Not a HOEPA loan
## 33714                                                 Not a HOEPA loan
## 33715                                                 Not a HOEPA loan
## 33738                                                 Not a HOEPA loan
## 33751                                                 Not a HOEPA loan
## 33773                                                 Not a HOEPA loan
## 33774                                                 Not a HOEPA loan
## 33786                                                 Not a HOEPA loan
## 33793                                                 Not a HOEPA loan
## 33797                                                 Not a HOEPA loan
## 33805                                     Collateral  Not a HOEPA loan
## 33816                                                 Not a HOEPA loan
## 33817                                                 Not a HOEPA loan
## 33824                                 Credit history  Not a HOEPA loan
## 33882                                                 Not a HOEPA loan
## 33894                                                 Not a HOEPA loan
## 33912                                                 Not a HOEPA loan
## 33918                                                 Not a HOEPA loan
## 33919                                                 Not a HOEPA loan
## 33920                                 Credit history  Not a HOEPA loan
## 33924                                                 Not a HOEPA loan
## 33926                                                 Not a HOEPA loan
## 33930                                                 Not a HOEPA loan
## 33936                                                 Not a HOEPA loan
## 33948                                                 Not a HOEPA loan
## 33954                                                 Not a HOEPA loan
## 33972                                                 Not a HOEPA loan
## 33977                                                 Not a HOEPA loan
## 33984                                                 Not a HOEPA loan
## 33987                                     Collateral  Not a HOEPA loan
## 34020                                                 Not a HOEPA loan
## 34023                                                 Not a HOEPA loan
## 34038                                                 Not a HOEPA loan
## 34050                                                 Not a HOEPA loan
## 34056                                                 Not a HOEPA loan
## 34062                                                 Not a HOEPA loan
## 34068                                                 Not a HOEPA loan
## 34074                                                 Not a HOEPA loan
## 34079                                                 Not a HOEPA loan
## 34080                                                 Not a HOEPA loan
## 34083                                                 Not a HOEPA loan
## 34086                                                 Not a HOEPA loan
## 34092                                                 Not a HOEPA loan
## 34098                                                 Not a HOEPA loan
## 34101                                                 Not a HOEPA loan
## 34105                                                 Not a HOEPA loan
## 34110                                                 Not a HOEPA loan
## 34116                                                 Not a HOEPA loan
## 34122                                                 Not a HOEPA loan
## 34131                                                 Not a HOEPA loan
## 34134                                                 Not a HOEPA loan
## 34147                                                 Not a HOEPA loan
## 34158                                                 Not a HOEPA loan
## 34164                                                 Not a HOEPA loan
## 34174                                                 Not a HOEPA loan
## 34176                                                 Not a HOEPA loan
## 34206                                                 Not a HOEPA loan
## 34208                                                 Not a HOEPA loan
## 34212                                                 Not a HOEPA loan
## 34215                                                 Not a HOEPA loan
## 34218                                                 Not a HOEPA loan
## 34220                                                 Not a HOEPA loan
## 34222                                                 Not a HOEPA loan
## 34224                                                 Not a HOEPA loan
## 34225                                                 Not a HOEPA loan
## 34260                                                 Not a HOEPA loan
## 34266                                                 Not a HOEPA loan
## 34271                                                 Not a HOEPA loan
## 34272                                                 Not a HOEPA loan
## 34278                                                 Not a HOEPA loan
## 34289                                                 Not a HOEPA loan
## 34290                                                 Not a HOEPA loan
## 34292                                                 Not a HOEPA loan
## 34296                                                 Not a HOEPA loan
## 34308                                                 Not a HOEPA loan
## 34326                                                 Not a HOEPA loan
## 34327                                                 Not a HOEPA loan
## 34338                                                 Not a HOEPA loan
## 34350                                                 Not a HOEPA loan
## 34360                                                 Not a HOEPA loan
## 34368                                                 Not a HOEPA loan
## 34369                                                 Not a HOEPA loan
## 34392                                                 Not a HOEPA loan
## 34423                                                 Not a HOEPA loan
## 34428                                                 Not a HOEPA loan
## 34440                                                 Not a HOEPA loan
## 34445                                                 Not a HOEPA loan
## 34452                                                 Not a HOEPA loan
## 34458                                                 Not a HOEPA loan
## 34470                                                 Not a HOEPA loan
## 34477                                                 Not a HOEPA loan
## 34484                                                 Not a HOEPA loan
## 34492                                                 Not a HOEPA loan
## 34494                                                 Not a HOEPA loan
## 34497                                                 Not a HOEPA loan
## 34500                                                 Not a HOEPA loan
## 34502                                                 Not a HOEPA loan
## 34514                                                 Not a HOEPA loan
## 34518                                                 Not a HOEPA loan
## 34522                                                 Not a HOEPA loan
## 34528                                     Collateral  Not a HOEPA loan
## 34530                                                 Not a HOEPA loan
## 34536                                                 Not a HOEPA loan
## 34547                                 Credit history  Not a HOEPA loan
## 34548                                                 Not a HOEPA loan
## 34550                                                 Not a HOEPA loan
## 34554                                                 Not a HOEPA loan
## 34566                                                 Not a HOEPA loan
## 34568                                                 Not a HOEPA loan
## 34571                                                 Not a HOEPA loan
## 34572                                                 Not a HOEPA loan
## 34600                                                 Not a HOEPA loan
## 34611                           Debt-to-income ratio  Not a HOEPA loan
## 34616                                                 Not a HOEPA loan
## 34628                                     Collateral  Not a HOEPA loan
## 34634                                          Other  Not a HOEPA loan
## 34638                                                 Not a HOEPA loan
## 34640                                                 Not a HOEPA loan
## 34651                                                 Not a HOEPA loan
## 34652 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 34656                                                 Not a HOEPA loan
## 34677                                                 Not a HOEPA loan
## 34680                                                 Not a HOEPA loan
## 34687                                          Other  Not a HOEPA loan
## 34695                                                 Not a HOEPA loan
## 34700                                                 Not a HOEPA loan
## 34701                                                 Not a HOEPA loan
## 34712                                                 Not a HOEPA loan
## 34715                                     Collateral  Not a HOEPA loan
## 34722                                                 Not a HOEPA loan
## 34724                                                 Not a HOEPA loan
## 34726                                                 Not a HOEPA loan
## 34730                           Debt-to-income ratio  Not a HOEPA loan
## 34736                                     Collateral  Not a HOEPA loan
## 34738                  Credit application incomplete  Not a HOEPA loan
## 34742                                     Collateral  Not a HOEPA loan
## 34748                                                 Not a HOEPA loan
## 34758                                                 Not a HOEPA loan
## 34770                                                 Not a HOEPA loan
## 34772                       Unverifiable information  Not a HOEPA loan
## 34788                                                 Not a HOEPA loan
## 34790                           Debt-to-income ratio  Not a HOEPA loan
## 34808                  Credit application incomplete  Not a HOEPA loan
## 34812                                                 Not a HOEPA loan
## 34817                                                 Not a HOEPA loan
## 34818                                                 Not a HOEPA loan
## 34820                                 Credit history  Not a HOEPA loan
## 34830                                                 Not a HOEPA loan
## 34831                                                 Not a HOEPA loan
## 34838                                                 Not a HOEPA loan
## 34840                  Credit application incomplete  Not a HOEPA loan
## 34844                                                 Not a HOEPA loan
## 34848                                                 Not a HOEPA loan
## 34850                                     Collateral  Not a HOEPA loan
## 34854                                                 Not a HOEPA loan
## 34862                       Unverifiable information  Not a HOEPA loan
## 34865                                                 Not a HOEPA loan
## 34868                                                 Not a HOEPA loan
## 34874                                                 Not a HOEPA loan
## 34878                                                 Not a HOEPA loan
## 34880                                                 Not a HOEPA loan
## 34884                                                 Not a HOEPA loan
## 34886                                                 Not a HOEPA loan
## 34896                                                 Not a HOEPA loan
## 34901                                                 Not a HOEPA loan
## 34904 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 34908                                                 Not a HOEPA loan
## 34915                                                 Not a HOEPA loan
## 34920                                                 Not a HOEPA loan
## 34926                                                 Not a HOEPA loan
## 34928                                                 Not a HOEPA loan
## 34931                                                 Not a HOEPA loan
## 34932                                                 Not a HOEPA loan
## 34938                                                 Not a HOEPA loan
## 34939 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 34944                                                 Not a HOEPA loan
## 34950                                                 Not a HOEPA loan
## 34955                                                 Not a HOEPA loan
## 34962                                                 Not a HOEPA loan
## 34968                                                 Not a HOEPA loan
## 34974                                                 Not a HOEPA loan
## 34986                                                 Not a HOEPA loan
## 34992                                                 Not a HOEPA loan
## 34997                                                 Not a HOEPA loan
## 34999                                                 Not a HOEPA loan
## 35000                  Credit application incomplete  Not a HOEPA loan
## 35004                                                 Not a HOEPA loan
## 35010                                                 Not a HOEPA loan
## 35012                           Debt-to-income ratio  Not a HOEPA loan
## 35013                                                 Not a HOEPA loan
## 35016                                                 Not a HOEPA loan
## 35017                                                 Not a HOEPA loan
## 35028                                                 Not a HOEPA loan
## 35029                                                 Not a HOEPA loan
## 35032                                                 Not a HOEPA loan
## 35034                                                 Not a HOEPA loan
## 35036                                                 Not a HOEPA loan
## 35041                           Debt-to-income ratio  Not a HOEPA loan
## 35046                                                 Not a HOEPA loan
## 35052                                                 Not a HOEPA loan
## 35054                                                 Not a HOEPA loan
## 35058                                                 Not a HOEPA loan
## 35060                                                 Not a HOEPA loan
## 35064                                                 Not a HOEPA loan
## 35072                                 Credit history  Not a HOEPA loan
## 35076                                                 Not a HOEPA loan
## 35085                                                 Not a HOEPA loan
## 35094                                                 Not a HOEPA loan
## 35100                                                 Not a HOEPA loan
## 35101                                                 Not a HOEPA loan
## 35106                                                 Not a HOEPA loan
## 35108                                                 Not a HOEPA loan
## 35116                                                 Not a HOEPA loan
## 35118                                                 Not a HOEPA loan
## 35124                                                 Not a HOEPA loan
## 35126                                                 Not a HOEPA loan
## 35127                                                 Not a HOEPA loan
## 35144                                                 Not a HOEPA loan
## 35148                                                 Not a HOEPA loan
## 35154                                                 Not a HOEPA loan
## 35156                                                 Not a HOEPA loan
## 35168                                                 Not a HOEPA loan
## 35174                                     Collateral  Not a HOEPA loan
## 35184                                                 Not a HOEPA loan
## 35185                                                 Not a HOEPA loan
## 35208                                                 Not a HOEPA loan
## 35215                                 Credit history  Not a HOEPA loan
## 35238                                                 Not a HOEPA loan
## 35240                       Unverifiable information  Not a HOEPA loan
## 35242                                                 Not a HOEPA loan
## 35244                                                 Not a HOEPA loan
## 35250                                                 Not a HOEPA loan
## 35251                                                 Not a HOEPA loan
## 35292                                                 Not a HOEPA loan
## 35294                                 Credit history  Not a HOEPA loan
## 35298                                                 Not a HOEPA loan
## 35317                                                 Not a HOEPA loan
## 35322                                                 Not a HOEPA loan
## 35328                                                 Not a HOEPA loan
## 35330                                 Credit history  Not a HOEPA loan
## 35335                                                 Not a HOEPA loan
## 35346                                                 Not a HOEPA loan
## 35348                  Credit application incomplete  Not a HOEPA loan
## 35352                                                 Not a HOEPA loan
## 35358                                                 Not a HOEPA loan
## 35370                                                 Not a HOEPA loan
## 35372                  Credit application incomplete  Not a HOEPA loan
## 35376                                                 Not a HOEPA loan
## 35382                                                 Not a HOEPA loan
## 35388                                                 Not a HOEPA loan
## 35394                                                 Not a HOEPA loan
## 35400                                                 Not a HOEPA loan
## 35402                                                 Not a HOEPA loan
## 35406                                                 Not a HOEPA loan
## 35408                                                 Not a HOEPA loan
## 35412                                                 Not a HOEPA loan
## 35430                                                 Not a HOEPA loan
## 35431                                                 Not a HOEPA loan
## 35448                                                 Not a HOEPA loan
## 35450                                                 Not a HOEPA loan
## 35454                                                 Not a HOEPA loan
## 35455 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 35460                                                 Not a HOEPA loan
## 35466                                                 Not a HOEPA loan
## 35472                                                 Not a HOEPA loan
## 35478                                                 Not a HOEPA loan
## 35484                                                 Not a HOEPA loan
## 35485                                                 Not a HOEPA loan
## 35490                                                 Not a HOEPA loan
## 35496                                                 Not a HOEPA loan
## 35498                                                 Not a HOEPA loan
## 35502                                                 Not a HOEPA loan
## 35514                                                 Not a HOEPA loan
## 35516                           Debt-to-income ratio  Not a HOEPA loan
## 35520                                                 Not a HOEPA loan
## 35521                                                 Not a HOEPA loan
## 35522                                                 Not a HOEPA loan
## 35525                                     Collateral  Not a HOEPA loan
## 35528                           Debt-to-income ratio  Not a HOEPA loan
## 35532                                                 Not a HOEPA loan
## 35538                                                 Not a HOEPA loan
## 35544                                                 Not a HOEPA loan
## 35586                                                 Not a HOEPA loan
## 35598                                                 Not a HOEPA loan
## 35601                                                 Not a HOEPA loan
## 35616                                                 Not a HOEPA loan
## 35619                                                 Not a HOEPA loan
## 35622                                                 Not a HOEPA loan
## 35634                                                 Not a HOEPA loan
## 35640                                                 Not a HOEPA loan
## 35646                                                 Not a HOEPA loan
## 35652                                                 Not a HOEPA loan
## 35653                                                 Not a HOEPA loan
## 35664                                                 Not a HOEPA loan
## 35676                                                 Not a HOEPA loan
## 35678                                 Credit history  Not a HOEPA loan
## 35686                                                 Not a HOEPA loan
## 35688                                                 Not a HOEPA loan
## 35703                                     Collateral  Not a HOEPA loan
## 35724                                                 Not a HOEPA loan
## 35730                                                 Not a HOEPA loan
## 35737                                                 Not a HOEPA loan
## 35742                                                 Not a HOEPA loan
## 35748                                                 Not a HOEPA loan
## 35760                                                 Not a HOEPA loan
## 35784                                                 Not a HOEPA loan
## 35789                                                 Not a HOEPA loan
## 35790                                                 Not a HOEPA loan
## 35802                                                 Not a HOEPA loan
## 35814                                                 Not a HOEPA loan
## 35820                                                 Not a HOEPA loan
## 35910                                                 Not a HOEPA loan
## 35921                                                 Not a HOEPA loan
## 35922                                                 Not a HOEPA loan
## 35925                                          Other  Not a HOEPA loan
## 35937                                 Credit history  Not a HOEPA loan
## 35946                                                 Not a HOEPA loan
## 35970                                                 Not a HOEPA loan
## 35979                                                 Not a HOEPA loan
## 36006                                                 Not a HOEPA loan
## 36013                       Unverifiable information  Not a HOEPA loan
## 36015                                                 Not a HOEPA loan
## 36043                                                 Not a HOEPA loan
## 36073                                                 Not a HOEPA loan
## 36087                                                 Not a HOEPA loan
## 36141                  Credit application incomplete  Not a HOEPA loan
## 36174                                                 Not a HOEPA loan
## 36189                                                 Not a HOEPA loan
## 36192                                                 Not a HOEPA loan
## 36226                                                 Not a HOEPA loan
## 36261                                                 Not a HOEPA loan
## 36265                                                 Not a HOEPA loan
## 36283                                                 Not a HOEPA loan
## 36304                                                 Not a HOEPA loan
## 36315                                                 Not a HOEPA loan
## 36363                                                 Not a HOEPA loan
## 36400                                 Credit history  Not a HOEPA loan
## 36419                                                 Not a HOEPA loan
## 36432                                                 Not a HOEPA loan
## 36475                                 Credit history  Not a HOEPA loan
## 36492                                                 Not a HOEPA loan
## 36525                       Unverifiable information  Not a HOEPA loan
## 36569                                                 Not a HOEPA loan
## 36596                                 Credit history  Not a HOEPA loan
## 36600                                                 Not a HOEPA loan
## 36630                                                 Not a HOEPA loan
## 36637                           Debt-to-income ratio  Not a HOEPA loan
## 36641                                                 Not a HOEPA loan
## 36748                                                 Not a HOEPA loan
## 36789                                                 Not a HOEPA loan
## 36799                           Debt-to-income ratio  Not a HOEPA loan
## 36843                                                 Not a HOEPA loan
## 36849                                     Collateral  Not a HOEPA loan
## 36866                                                 Not a HOEPA loan
## 36883                                                 Not a HOEPA loan
## 36901                                                 Not a HOEPA loan
## 36924                                                 Not a HOEPA loan
## 36995                  Credit application incomplete  Not a HOEPA loan
## 37077                                                 Not a HOEPA loan
## 37113                           Debt-to-income ratio  Not a HOEPA loan
## 37167                                                 Not a HOEPA loan
## 37171                                     Collateral  Not a HOEPA loan
## 37201                                                 Not a HOEPA loan
## 37207                                                 Not a HOEPA loan
## 37262                                                 Not a HOEPA loan
## 37323                                                 Not a HOEPA loan
## 37387                                     Collateral  Not a HOEPA loan
## 37393                  Credit application incomplete  Not a HOEPA loan
## 37402                                                 Not a HOEPA loan
## 37419                                                 Not a HOEPA loan
## 37435                                 Credit history  Not a HOEPA loan
## 37442                                                 Not a HOEPA loan
## 37448                                                 Not a HOEPA loan
## 37484                                                 Not a HOEPA loan
## 37579                                                 Not a HOEPA loan
## 37584                                                 Not a HOEPA loan
## 37591                                                 Not a HOEPA loan
## 37644                                                 Not a HOEPA loan
## 37681                           Debt-to-income ratio  Not a HOEPA loan
## 37692                                                 Not a HOEPA loan
## 37701                                                 Not a HOEPA loan
## 37761                                                 Not a HOEPA loan
## 37783                  Credit application incomplete  Not a HOEPA loan
## 37784                                                 Not a HOEPA loan
## 37813                  Credit application incomplete  Not a HOEPA loan
## 37821                                                 Not a HOEPA loan
## 37832                                                 Not a HOEPA loan
## 37862                                                 Not a HOEPA loan
## 37868                                                 Not a HOEPA loan
## 37888                                                 Not a HOEPA loan
## 37896                                                 Not a HOEPA loan
## 37968                                                 Not a HOEPA loan
## 37970                                                 Not a HOEPA loan
## 38000                                                 Not a HOEPA loan
## 38014                                                 Not a HOEPA loan
## 38036                                                 Not a HOEPA loan
## 38042                                                 Not a HOEPA loan
## 38077                                                 Not a HOEPA loan
## 38126                                                 Not a HOEPA loan
## 38145                                 Credit history  Not a HOEPA loan
## 38149                                 Credit history  Not a HOEPA loan
## 38164                                 Credit history  Not a HOEPA loan
## 38166                                                 Not a HOEPA loan
## 38200                       Unverifiable information  Not a HOEPA loan
## 38241                                                 Not a HOEPA loan
## 38263                                 Credit history  Not a HOEPA loan
## 38280                                                 Not a HOEPA loan
## 38334                                                 Not a HOEPA loan
## 38346                                                 Not a HOEPA loan
## 38440                                                 Not a HOEPA loan
## 38462                                                 Not a HOEPA loan
## 38476                                                 Not a HOEPA loan
## 38481                                                 Not a HOEPA loan
## 38492                                                 Not a HOEPA loan
## 38565                           Debt-to-income ratio  Not a HOEPA loan
## 38599                                     Collateral  Not a HOEPA loan
## 38605                  Credit application incomplete  Not a HOEPA loan
## 38673                                     Collateral  Not a HOEPA loan
## 38695                                                 Not a HOEPA loan
## 38709                                                 Not a HOEPA loan
## 38717                                 Credit history  Not a HOEPA loan
## 38719                                 Credit history  Not a HOEPA loan
## 38760                                                 Not a HOEPA loan
## 38777                                                 Not a HOEPA loan
## 38841                                                 Not a HOEPA loan
## 38874                                                 Not a HOEPA loan
## 38921                           Debt-to-income ratio  Not a HOEPA loan
## 38924                                                 Not a HOEPA loan
## 38946                                                 Not a HOEPA loan
## 38970                                                 Not a HOEPA loan
## 38976                                                 Not a HOEPA loan
## 38990                                                 Not a HOEPA loan
## 39011                                                 Not a HOEPA loan
## 39012                                                 Not a HOEPA loan
## 39030                                                 Not a HOEPA loan
## 39036                                                 Not a HOEPA loan
## 39041                                                 Not a HOEPA loan
## 39066                                                 Not a HOEPA loan
## 39078                                                 Not a HOEPA loan
## 39090                                                 Not a HOEPA loan
## 39096                                                 Not a HOEPA loan
## 39124                                                 Not a HOEPA loan
## 39150                                                 Not a HOEPA loan
## 39156                                                 Not a HOEPA loan
## 39172                                                 Not a HOEPA loan
## 39186                                                 Not a HOEPA loan
## 39188                                                 Not a HOEPA loan
## 39192                                                 Not a HOEPA loan
## 39201                                                 Not a HOEPA loan
## 39204                                                 Not a HOEPA loan
## 39210                                                 Not a HOEPA loan
## 39222                                                 Not a HOEPA loan
## 39234                                                 Not a HOEPA loan
## 39237                                                 Not a HOEPA loan
## 39246                                                 Not a HOEPA loan
## 39252                                                 Not a HOEPA loan
## 39258                                                 Not a HOEPA loan
## 39285                  Credit application incomplete  Not a HOEPA loan
## 39288                                                 Not a HOEPA loan
## 39292                                                 Not a HOEPA loan
## 39313                      Mortgage insurance denied  Not a HOEPA loan
## 39348                                                 Not a HOEPA loan
## 39397                                                 Not a HOEPA loan
## 39420                                                 Not a HOEPA loan
## 39423                           Debt-to-income ratio  Not a HOEPA loan
## 39432                                                 Not a HOEPA loan
## 39453                                                 Not a HOEPA loan
## 39486                                                 Not a HOEPA loan
## 39493                                                 Not a HOEPA loan
## 39498                                                 Not a HOEPA loan
## 39505                                                 Not a HOEPA loan
## 39523                                                 Not a HOEPA loan
## 39528                                                 Not a HOEPA loan
## 39534                                                 Not a HOEPA loan
## 39541                                                 Not a HOEPA loan
## 39546                                                 Not a HOEPA loan
## 39555                                                 Not a HOEPA loan
## 39558                                                 Not a HOEPA loan
## 39564                                                 Not a HOEPA loan
## 39570                                                 Not a HOEPA loan
## 39576                                                 Not a HOEPA loan
## 39578                                                 Not a HOEPA loan
## 39582                                                 Not a HOEPA loan
## 39585                                                 Not a HOEPA loan
## 39588                                                 Not a HOEPA loan
## 39594                                                 Not a HOEPA loan
## 39595                                                 Not a HOEPA loan
## 39599                                          Other  Not a HOEPA loan
## 39606                                                 Not a HOEPA loan
## 39618                                                 Not a HOEPA loan
## 39624                                                 Not a HOEPA loan
## 39625                                                 Not a HOEPA loan
## 39627                                                 Not a HOEPA loan
## 39630                                                 Not a HOEPA loan
## 39631                                                 Not a HOEPA loan
## 39636                                                 Not a HOEPA loan
## 39637                                                 Not a HOEPA loan
## 39642                                                 Not a HOEPA loan
## 39647                  Credit application incomplete  Not a HOEPA loan
## 39648                                                 Not a HOEPA loan
## 39654                                                 Not a HOEPA loan
## 39660                                                 Not a HOEPA loan
## 39666                                                 Not a HOEPA loan
## 39678                                                 Not a HOEPA loan
## 39686                                                 Not a HOEPA loan
## 39701                                                 Not a HOEPA loan
## 39728                                                 Not a HOEPA loan
## 39732                                                 Not a HOEPA loan
## 39758                                                 Not a HOEPA loan
## 39762                                                 Not a HOEPA loan
## 39768                                                 Not a HOEPA loan
## 39780                                                 Not a HOEPA loan
## 39798                                                 Not a HOEPA loan
## 39810                                                 Not a HOEPA loan
## 39816                                                 Not a HOEPA loan
## 39828                                                 Not a HOEPA loan
## 39829                                                 Not a HOEPA loan
## 39834                                                 Not a HOEPA loan
## 39851                                                 Not a HOEPA loan
## 39858                                                 Not a HOEPA loan
## 39879                                                 Not a HOEPA loan
## 39889                                                 Not a HOEPA loan
## 39906                                                 Not a HOEPA loan
## 39919                           Debt-to-income ratio  Not a HOEPA loan
## 39940                                                 Not a HOEPA loan
## 39948                                                 Not a HOEPA loan
## 39960                                                 Not a HOEPA loan
## 40034                                                 Not a HOEPA loan
## 40068                                                 Not a HOEPA loan
## 40069                                                 Not a HOEPA loan
## 40073                                                 Not a HOEPA loan
## 40135                                                 Not a HOEPA loan
## 40146                                                 Not a HOEPA loan
## 40152                                                 Not a HOEPA loan
## 40204                                 Credit history  Not a HOEPA loan
## 40218                                                 Not a HOEPA loan
## 40240                                     Collateral  Not a HOEPA loan
## 40278                                                 Not a HOEPA loan
## 40282                  Credit application incomplete  Not a HOEPA loan
## 40302                                                 Not a HOEPA loan
## 40310                                                 Not a HOEPA loan
## 40317                                                 Not a HOEPA loan
## 40340                                                 Not a HOEPA loan
## 40345                                                 Not a HOEPA loan
## 40379                                                 Not a HOEPA loan
## 40381                                                 Not a HOEPA loan
## 40386                                                 Not a HOEPA loan
## 40393                                                 Not a HOEPA loan
## 40396                                                 Not a HOEPA loan
## 40413                                                 Not a HOEPA loan
## 40429                                                 Not a HOEPA loan
## 40465                                                 Not a HOEPA loan
## 40488                                                 Not a HOEPA loan
## 40501                                                 Not a HOEPA loan
## 40512                                                 Not a HOEPA loan
## 40529                                                 Not a HOEPA loan
## 40530                                                 Not a HOEPA loan
## 40550                                                 Not a HOEPA loan
## 40567                                                 Not a HOEPA loan
## 40639                  Credit application incomplete  Not a HOEPA loan
## 40640                                                 Not a HOEPA loan
## 40645                                                 Not a HOEPA loan
## 40661                                                 Not a HOEPA loan
## 40705                                                 Not a HOEPA loan
## 40707                                                 Not a HOEPA loan
## 40716                                                 Not a HOEPA loan
## 40731                                                 Not a HOEPA loan
## 40740                                                 Not a HOEPA loan
## 40741                  Credit application incomplete  Not a HOEPA loan
## 40744                                                 Not a HOEPA loan
## 40762                                                 Not a HOEPA loan
## 40803                                                 Not a HOEPA loan
## 40807                                                 Not a HOEPA loan
## 40817                                                 Not a HOEPA loan
## 40853                                                 Not a HOEPA loan
## 40877                                                 Not a HOEPA loan
## 40897                                                 Not a HOEPA loan
## 40929                                                 Not a HOEPA loan
## 40978                                                 Not a HOEPA loan
## 40983                  Credit application incomplete  Not a HOEPA loan
## 40995                                                 Not a HOEPA loan
## 41037                  Credit application incomplete  Not a HOEPA loan
## 41041                                                 Not a HOEPA loan
## 41047                       Unverifiable information  Not a HOEPA loan
## 41119                                                 Not a HOEPA loan
## 41149                           Debt-to-income ratio  Not a HOEPA loan
## 41176                                                 Not a HOEPA loan
## 41191                                                 Not a HOEPA loan
## 41218                                                 Not a HOEPA loan
## 41229                                                 Not a HOEPA loan
## 41241                                                 Not a HOEPA loan
## 41316                                                 Not a HOEPA loan
## 41320                                                 Not a HOEPA loan
## 41332                                                 Not a HOEPA loan
## 41355                                     Collateral  Not a HOEPA loan
## 41365                                 Credit history  Not a HOEPA loan
## 41368                                 Credit history  Not a HOEPA loan
## 41381                                                 Not a HOEPA loan
## 41406                                                 Not a HOEPA loan
## 41448                                                 Not a HOEPA loan
## 41479                                                 Not a HOEPA loan
## 41499                                                 Not a HOEPA loan
## 41515                                                 Not a HOEPA loan
## 41526                                                 Not a HOEPA loan
## 41561                                                 Not a HOEPA loan
## 41574                                                 Not a HOEPA loan
## 41584                                                 Not a HOEPA loan
## 41592                                                 Not a HOEPA loan
## 41602                                                 Not a HOEPA loan
## 41608                                                 Not a HOEPA loan
## 41628                                                 Not a HOEPA loan
## 41644                                                 Not a HOEPA loan
## 41692                                                 Not a HOEPA loan
## 41708                                                 Not a HOEPA loan
## 41733                  Credit application incomplete  Not a HOEPA loan
## 41769                                                 Not a HOEPA loan
## 41822                                                 Not a HOEPA loan
## 41828                                                 Not a HOEPA loan
## 41857                                                 Not a HOEPA loan
## 41858                                                 Not a HOEPA loan
## 41865                                          Other  Not a HOEPA loan
## 41871                           Debt-to-income ratio  Not a HOEPA loan
## 41925                                                 Not a HOEPA loan
## 41931                                                 Not a HOEPA loan
## 41991                                                 Not a HOEPA loan
## 42039                                                 Not a HOEPA loan
## 42088                                                 Not a HOEPA loan
## 42094                                                 Not a HOEPA loan
## 42173                                                 Not a HOEPA loan
## 42182                                                 Not a HOEPA loan
## 42211                                                 Not a HOEPA loan
## 42222                                                 Not a HOEPA loan
## 42224                                                 Not a HOEPA loan
## 42267                                          Other  Not a HOEPA loan
## 42274                                                 Not a HOEPA loan
## 42278                                                 Not a HOEPA loan
## 42285                                                 Not a HOEPA loan
## 42308                                                 Not a HOEPA loan
## 42314                                                 Not a HOEPA loan
## 42358                                                 Not a HOEPA loan
## 42359                                 Credit history  Not a HOEPA loan
## 42422                                                 Not a HOEPA loan
## 42451                                                 Not a HOEPA loan
## 42454                                                 Not a HOEPA loan
## 42458                                                 Not a HOEPA loan
## 42508                                                 Not a HOEPA loan
## 42584                                                 Not a HOEPA loan
## 42676                                     Collateral  Not a HOEPA loan
## 42687                                                 Not a HOEPA loan
## 42694                                                 Not a HOEPA loan
## 42794                                                 Not a HOEPA loan
## 42825                                                 Not a HOEPA loan
## 42826                                                 Not a HOEPA loan
## 42858                                                 Not a HOEPA loan
## 42892                                                 Not a HOEPA loan
## 42916                                     Collateral  Not a HOEPA loan
## 42920                                                 Not a HOEPA loan
## 42925                                                 Not a HOEPA loan
## 43000                                                 Not a HOEPA loan
## 43021                                                 Not a HOEPA loan
## 43060                                                 Not a HOEPA loan
## 43066                                                 Not a HOEPA loan
## 43072                                                 Not a HOEPA loan
## 43092                                                 Not a HOEPA loan
## 43102                                                 Not a HOEPA loan
## 43107                                                 Not a HOEPA loan
## 43126                                                 Not a HOEPA loan
## 43128                                                 Not a HOEPA loan
## 43143                                                 Not a HOEPA loan
## 43151                                                 Not a HOEPA loan
## 43155                                                 Not a HOEPA loan
## 43209                                                 Not a HOEPA loan
## 43210                  Credit application incomplete  Not a HOEPA loan
## 43379                                                 Not a HOEPA loan
## 43396                                                 Not a HOEPA loan
## 43401                                     Collateral  Not a HOEPA loan
## 43440                                                 Not a HOEPA loan
## 43470                                                 Not a HOEPA loan
## 43485                           Debt-to-income ratio  Not a HOEPA loan
## 43521 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 43524                                                 Not a HOEPA loan
## 43530                                                 Not a HOEPA loan
## 43548                                                 Not a HOEPA loan
## 43554                                                 Not a HOEPA loan
## 43557                  Credit application incomplete  Not a HOEPA loan
## 43575                                                 Not a HOEPA loan
## 43578                                                 Not a HOEPA loan
## 43584                                                 Not a HOEPA loan
## 43626                                                 Not a HOEPA loan
## 43638                                                 Not a HOEPA loan
## 43710                                                 Not a HOEPA loan
## 43720                                                 Not a HOEPA loan
## 43726                                                 Not a HOEPA loan
## 43754                                                 Not a HOEPA loan
## 43930                                                 Not a HOEPA loan
## 43952                                                 Not a HOEPA loan
## 43983                                                 Not a HOEPA loan
## 43989                                                 Not a HOEPA loan
## 44012                                                 Not a HOEPA loan
## 44044                                                 Not a HOEPA loan
## 44054                                                 Not a HOEPA loan
## 44068                                                 Not a HOEPA loan
## 44110                                     Collateral  Not a HOEPA loan
## 44169                           Debt-to-income ratio  Not a HOEPA loan
## 44225                                                 Not a HOEPA loan
## 44251                                                 Not a HOEPA loan
## 44256                                                 Not a HOEPA loan
## 44268                                                 Not a HOEPA loan
## 44286                                                 Not a HOEPA loan
## 44298                                                 Not a HOEPA loan
## 44308                                                 Not a HOEPA loan
## 44316                                                 Not a HOEPA loan
## 44321                                                 Not a HOEPA loan
## 44325                  Credit application incomplete  Not a HOEPA loan
## 44331                                                 Not a HOEPA loan
## 44358                                                 Not a HOEPA loan
## 44364                                                 Not a HOEPA loan
## 44376                                                 Not a HOEPA loan
## 44382                                                 Not a HOEPA loan
## 44388                                                 Not a HOEPA loan
## 44400                                                 Not a HOEPA loan
## 44412                                                 Not a HOEPA loan
## 44418                                                 Not a HOEPA loan
## 44424                                                 Not a HOEPA loan
## 44432                                                 Not a HOEPA loan
## 44436                                                 Not a HOEPA loan
## 44438                                                 Not a HOEPA loan
## 44448                                                 Not a HOEPA loan
## 44454                                                 Not a HOEPA loan
## 44464                                                 Not a HOEPA loan
## 44474                                                 Not a HOEPA loan
## 44510                                                 Not a HOEPA loan
## 44520                                                 Not a HOEPA loan
## 44537                                                 Not a HOEPA loan
## 44538                                                 Not a HOEPA loan
## 44566                                                 Not a HOEPA loan
## 44599                                                 Not a HOEPA loan
## 44625                                                 Not a HOEPA loan
## 44639                                                 Not a HOEPA loan
## 44646                                                 Not a HOEPA loan
## 44648                                                 Not a HOEPA loan
## 44652                                                 Not a HOEPA loan
## 44694                                                 Not a HOEPA loan
## 44698                                                 Not a HOEPA loan
## 44715                       Unverifiable information  Not a HOEPA loan
## 44746                                                 Not a HOEPA loan
## 44747                                                 Not a HOEPA loan
## 44785                             Employment history  Not a HOEPA loan
## 44801                                 Credit history  Not a HOEPA loan
## 44848                                                 Not a HOEPA loan
## 44879                                                 Not a HOEPA loan
## 44938                                                 Not a HOEPA loan
## 45003                       Unverifiable information  Not a HOEPA loan
## 45100                                                 Not a HOEPA loan
## 45108                                                 Not a HOEPA loan
## 45153                                                 Not a HOEPA loan
## 45171                                                 Not a HOEPA loan
## 45205                                                 Not a HOEPA loan
## 45339                                                 Not a HOEPA loan
## 45351                                                 Not a HOEPA loan
## 45361                                 Credit history  Not a HOEPA loan
## 45386                                                 Not a HOEPA loan
## 45434                                                 Not a HOEPA loan
## 45443                                                 Not a HOEPA loan
## 45452                                                 Not a HOEPA loan
## 45482                                                 Not a HOEPA loan
## 45486                                                 Not a HOEPA loan
## 45519                                                 Not a HOEPA loan
## 45525                                                 Not a HOEPA loan
## 45633                                     Collateral  Not a HOEPA loan
## 45641                                                 Not a HOEPA loan
## 45646                                                 Not a HOEPA loan
## 45660                                                 Not a HOEPA loan
## 45676                                                 Not a HOEPA loan
## 45690                                                 Not a HOEPA loan
## 45714                                                 Not a HOEPA loan
## 45717                                                 Not a HOEPA loan
## 45741                  Credit application incomplete  Not a HOEPA loan
## 45778                                                 Not a HOEPA loan
## 45877                                                 Not a HOEPA loan
## 45928                  Credit application incomplete  Not a HOEPA loan
## 45975                                                 Not a HOEPA loan
## 46035                                                 Not a HOEPA loan
## 46093                                 Credit history  Not a HOEPA loan
## 46137                                                 Not a HOEPA loan
## 46144                                                 Not a HOEPA loan
## 46228                                                 Not a HOEPA loan
## 46229                                                 Not a HOEPA loan
## 46251                                 Credit history  Not a HOEPA loan
## 46269                  Credit application incomplete  Not a HOEPA loan
## 46275                                                 Not a HOEPA loan
## 46311                                                 Not a HOEPA loan
## 46455                                                 Not a HOEPA loan
## 46472                                                 Not a HOEPA loan
## 46498                                                 Not a HOEPA loan
## 46608                                                 Not a HOEPA loan
## 46624                                                 Not a HOEPA loan
## 46654                                                 Not a HOEPA loan
## 46659                                                 Not a HOEPA loan
## 46707                                                 Not a HOEPA loan
## 46717                                                 Not a HOEPA loan
## 46743                                          Other  Not a HOEPA loan
## 46751                                                 Not a HOEPA loan
## 46763                                                 Not a HOEPA loan
## 46786                                                 Not a HOEPA loan
## 46809                                                 Not a HOEPA loan
## 46869                                                 Not a HOEPA loan
## 46890                                                 Not a HOEPA loan
## 46936                                                 Not a HOEPA loan
## 46938                                                 Not a HOEPA loan
## 46959                                                 Not a HOEPA loan
## 47030                                                 Not a HOEPA loan
## 47040                                                 Not a HOEPA loan
## 47092                                                 Not a HOEPA loan
## 47115                                                 Not a HOEPA loan
## 47187                                                 Not a HOEPA loan
## 47261                                                 Not a HOEPA loan
## 47343                                 Credit history  Not a HOEPA loan
## 47356                                                 Not a HOEPA loan
## 47445 Insufficient cash (downpayment, closing costs)  Not a HOEPA loan
## 47517                                                 Not a HOEPA loan
## 47556                                                 Not a HOEPA loan
## 47568                                                 Not a HOEPA loan
## 47574                                                 Not a HOEPA loan
## 47584                  Credit application incomplete  Not a HOEPA loan
## 47606                                                 Not a HOEPA loan
## 47610                                                 Not a HOEPA loan
## 47616                                                 Not a HOEPA loan
## 47644                                                 Not a HOEPA loan
## 47646                                                 Not a HOEPA loan
## 47683                                                 Not a HOEPA loan
## 47706                                                 Not a HOEPA loan
## 47713                                                 Not a HOEPA loan
## 47718                                                 Not a HOEPA loan
## 47724                                                 Not a HOEPA loan
## 47736                                                 Not a HOEPA loan
## 47742                                                 Not a HOEPA loan
## 47755                                                 Not a HOEPA loan
## 47756                                 Credit history  Not a HOEPA loan
## 47777                                                 Not a HOEPA loan
## 47778                                                 Not a HOEPA loan
## 47784                                                 Not a HOEPA loan
## 47796                                                 Not a HOEPA loan
## 47805                                     Collateral  Not a HOEPA loan
## 47824                                                 Not a HOEPA loan
## 47839                                                 Not a HOEPA loan
## 47844                                                 Not a HOEPA loan
## 47875                                                 Not a HOEPA loan
## 47899                                                 Not a HOEPA loan
## 47929                                                 Not a HOEPA loan
## 47955                           Debt-to-income ratio  Not a HOEPA loan
## 47975                                                 Not a HOEPA loan
## 47983                                                 Not a HOEPA loan
## 48033                                                 Not a HOEPA loan
## 48062                                                 Not a HOEPA loan
## 48095                                                 Not a HOEPA loan
## 48161                                                 Not a HOEPA loan
## 48192                                                 Not a HOEPA loan
## 48204                                                 Not a HOEPA loan
## 48225                                                 Not a HOEPA loan
## 48288                                                 Not a HOEPA loan
## 48295                                                 Not a HOEPA loan
## 48315                                                 Not a HOEPA loan
## 48316                                                 Not a HOEPA loan
## 48317                                                 Not a HOEPA loan
## 48339                                     Collateral  Not a HOEPA loan
## 48340                                                 Not a HOEPA loan
## 48425                                                 Not a HOEPA loan
## 48532                                     Collateral  Not a HOEPA loan
## 48553                                                 Not a HOEPA loan
## 48586                                                 Not a HOEPA loan
## 48682                                                 Not a HOEPA loan
## 48743                                                 Not a HOEPA loan
## 48748                                                 Not a HOEPA loan
## 48759                                                 Not a HOEPA loan
## 48766                                                 Not a HOEPA loan
## 48778                                                 Not a HOEPA loan
## 48788                                                 Not a HOEPA loan
## 48793                                                 Not a HOEPA loan
## 48799                                                 Not a HOEPA loan
## 48811                                                 Not a HOEPA loan
## 48814                           Debt-to-income ratio  Not a HOEPA loan
## 48834                                                 Not a HOEPA loan
## 48844                                                 Not a HOEPA loan
## 48988                                                 Not a HOEPA loan
## 49015                                                 Not a HOEPA loan
## 49045                                                 Not a HOEPA loan
## 49054                                                 Not a HOEPA loan
## 49055                                                 Not a HOEPA loan
## 49069                                                 Not a HOEPA loan
## 49091                           Debt-to-income ratio  Not a HOEPA loan
## 49146                                                 Not a HOEPA loan
## 49161                  Credit application incomplete  Not a HOEPA loan
## 49165                                                 Not a HOEPA loan
## 49177                                                 Not a HOEPA loan
## 49222                                                 Not a HOEPA loan
## 49229                                                 Not a HOEPA loan
## 49235                           Debt-to-income ratio  Not a HOEPA loan
## 49243                                                 Not a HOEPA loan
## 49253                                                 Not a HOEPA loan
## 49297                                                 Not a HOEPA loan
## 49389                                 Credit history  Not a HOEPA loan
## 49398                                                 Not a HOEPA loan
## 49416                                                 Not a HOEPA loan
## 49419                                 Credit history  Not a HOEPA loan
## 49425                                                 Not a HOEPA loan
## 49431                                                 Not a HOEPA loan
## 49452                                                 Not a HOEPA loan
## 49469                                                 Not a HOEPA loan
## 49498                                                 Not a HOEPA loan
## 49559                                                 Not a HOEPA loan
## 49576                                                 Not a HOEPA loan
## 49589                                                 Not a HOEPA loan
## 49594                                                 Not a HOEPA loan
## 49602                                                 Not a HOEPA loan
## 49685                                                 Not a HOEPA loan
## 49705                                                 Not a HOEPA loan
## 49717                                                 Not a HOEPA loan
## 49749                                                 Not a HOEPA loan
## 49763                                                 Not a HOEPA loan
## 49769                                                 Not a HOEPA loan
## 49771                                                 Not a HOEPA loan
## 49779                                 Credit history  Not a HOEPA loan
## 49785                                          Other  Not a HOEPA loan
## 49877                                                 Not a HOEPA loan
## 49923                                                 Not a HOEPA loan
## 49924                                                 Not a HOEPA loan
## 49926                                                 Not a HOEPA loan
## 50012                                                 Not a HOEPA loan
## 50047                                                 Not a HOEPA loan
## 50055                                                 Not a HOEPA loan
## 50060                                                 Not a HOEPA loan
## 50062                                                 Not a HOEPA loan
## 50079                                                 Not a HOEPA loan
## 50092                                                 Not a HOEPA loan
## 50098                                                 Not a HOEPA loan
## 50105                                                 Not a HOEPA loan
## 50124                                                 Not a HOEPA loan
## 50130                                                 Not a HOEPA loan
## 50142                                                 Not a HOEPA loan
## 50145                                                 Not a HOEPA loan
## 50148                                                 Not a HOEPA loan
## 50158                                                 Not a HOEPA loan
## 50160                                                 Not a HOEPA loan
## 50166                                                 Not a HOEPA loan
## 50172                                                 Not a HOEPA loan
## 50200                                                 Not a HOEPA loan
## 50220                                                 Not a HOEPA loan
## 50224                                                 Not a HOEPA loan
## 50227                                                 Not a HOEPA loan
## 50302                                                 Not a HOEPA loan
## 50340                                                 Not a HOEPA loan
## 50352                                                 Not a HOEPA loan
## 50358                                                 Not a HOEPA loan
## 50364                                                 Not a HOEPA loan
## 50371                                                 Not a HOEPA loan
## 50376                                                 Not a HOEPA loan
## 50377                                                 Not a HOEPA loan
## 50382                                                 Not a HOEPA loan
## 50385                                                 Not a HOEPA loan
## 50394                                                 Not a HOEPA loan
## 50400                                                 Not a HOEPA loan
## 50412                                                 Not a HOEPA loan
## 50424                                                 Not a HOEPA loan
## 50443                                                 Not a HOEPA loan
## 50454                                                 Not a HOEPA loan
## 50469                                 Credit history  Not a HOEPA loan
## 50472                                                 Not a HOEPA loan
## 50481                                                 Not a HOEPA loan
## 50484                                                 Not a HOEPA loan
## 50490                                                 Not a HOEPA loan
## 50495                                                 Not a HOEPA loan
## 50502                                                 Not a HOEPA loan
## 50526                                                 Not a HOEPA loan
## 50538                                                 Not a HOEPA loan
## 50556                                                 Not a HOEPA loan
## 50573                                                 Not a HOEPA loan
## 50574                                                 Not a HOEPA loan
## 50580                                                 Not a HOEPA loan
## 50586                                                 Not a HOEPA loan
## 50598                                                 Not a HOEPA loan
## 50604                                                 Not a HOEPA loan
## 50610                                                 Not a HOEPA loan
## 50622                                                 Not a HOEPA loan
## 50633                  Credit application incomplete  Not a HOEPA loan
## 50634                                                 Not a HOEPA loan
## 50646                                                 Not a HOEPA loan
## 50658                                                 Not a HOEPA loan
## 50659                                                 Not a HOEPA loan
## 50668                                                 Not a HOEPA loan
## 50682                                                 Not a HOEPA loan
## 50736                                                 Not a HOEPA loan
## 50743                                                 Not a HOEPA loan
## 50748                                                 Not a HOEPA loan
## 50760                                                 Not a HOEPA loan
## 50772                                                 Not a HOEPA loan
## 50808                                                 Not a HOEPA loan
## 50815                                                 Not a HOEPA loan
## 50862                                                 Not a HOEPA loan
##                    lien_status_name population minority_population
## 1           Secured by a first lien       7748               16.33
## 7           Secured by a first lien       6735               24.60
## 9           Secured by a first lien       6735               24.60
## 37    Secured by a subordinate lien       7748               16.33
## 51          Secured by a first lien       6918               18.78
## 87          Secured by a first lien       1572                6.17
## 112         Secured by a first lien       3726               29.50
## 154         Secured by a first lien       2982                2.18
## 171         Secured by a first lien       2482               35.82
## 177         Secured by a first lien       7078               13.14
## 224         Secured by a first lien       5019               40.29
## 238         Secured by a first lien        287                7.32
## 248         Secured by a first lien       4601               22.58
## 250         Secured by a first lien       5320               78.21
## 315         Secured by a first lien       7740               34.35
## 331         Secured by a first lien       2946               35.34
## 332         Secured by a first lien       4599                3.98
## 334         Secured by a first lien       4142                6.69
## 336         Secured by a first lien       3797               38.00
## 361         Secured by a first lien       6522               16.36
## 399         Secured by a first lien       5586               45.63
## 454         Secured by a first lien        984               32.11
## 458         Secured by a first lien       1933               97.47
## 472         Secured by a first lien       1021                2.45
## 482                  Not applicable       3531               12.49
## 515                  Not applicable       1606               96.01
## 544                  Not applicable       2288                1.62
## 555         Secured by a first lien       4519               34.85
## 628         Secured by a first lien       5157               23.39
## 639         Secured by a first lien       3591               19.60
## 652         Secured by a first lien       4374               33.95
## 676         Secured by a first lien       1952               11.99
## 687         Secured by a first lien       5178               37.33
## 693         Secured by a first lien       5178               37.33
## 697                  Not applicable       5428               93.85
## 711         Secured by a first lien       5178               37.33
## 712         Secured by a first lien       9116               20.44
## 723         Secured by a first lien       5178               37.33
## 728         Secured by a first lien       4717               13.12
## 735         Secured by a first lien       5178               37.33
## 766         Secured by a first lien       9008               42.35
## 769         Secured by a first lien       2428               51.15
## 790         Secured by a first lien       6735               24.60
## 795         Secured by a first lien       2899               35.39
## 807         Secured by a first lien       2899               35.39
## 813         Secured by a first lien       2899               35.39
## 826         Secured by a first lien       5338               29.86
## 837         Secured by a first lien       6138               62.43
## 850         Secured by a first lien       7608               34.38
## 856         Secured by a first lien       8486               37.18
## 886         Secured by a first lien       9358               21.62
## 888         Secured by a first lien       1744               30.56
## 916         Secured by a first lien       5675               27.38
## 933         Secured by a first lien       4326                9.73
## 952         Secured by a first lien       9722               36.37
## 976         Secured by a first lien       8252               32.72
## 988         Secured by a first lien       7481               54.50
## 1000        Secured by a first lien       6529                2.54
## 1004        Secured by a first lien       2004                3.99
## 1006        Secured by a first lien       6976               53.00
## 1024        Secured by a first lien       5819               82.57
## 1051        Secured by a first lien       3213               99.13
## 1059        Secured by a first lien       2814               33.80
## 1084        Secured by a first lien       4581               28.64
## 1120        Secured by a first lien       5216               28.83
## 1126        Secured by a first lien       6781               32.92
## 1131        Secured by a first lien       4824               48.76
## 1133        Secured by a first lien       4948               98.44
## 1168        Secured by a first lien       5675               27.38
## 1186        Secured by a first lien       3136               46.94
## 1192        Secured by a first lien       7306               39.94
## 1204        Secured by a first lien       6751               23.39
## 1214        Secured by a first lien       2081                5.62
## 1294        Secured by a first lien       3277               10.47
## 1306        Secured by a first lien       6735               24.60
## 1307        Secured by a first lien       2508               96.73
## 1311        Secured by a first lien       1728               26.62
## 1327        Secured by a first lien       3755               94.43
## 1353        Secured by a first lien       2776               28.42
## 1365        Secured by a first lien       3933               64.66
## 1372        Secured by a first lien       8957               22.97
## 1390        Secured by a first lien       3089               72.45
## 1395        Secured by a first lien       5574               48.83
## 1461        Secured by a first lien       6156               42.14
## 1486        Secured by a first lien       9522               57.12
## 1491        Secured by a first lien       3034               54.35
## 1498        Secured by a first lien       4917               10.03
## 1510        Secured by a first lien       6974               46.44
## 1533        Secured by a first lien       8148               27.47
## 1578        Secured by a first lien       4027               79.84
## 1588        Secured by a first lien       5216               28.83
## 1594        Secured by a first lien       8252               32.72
## 1612        Secured by a first lien       5216               28.83
## 1623  Secured by a subordinate lien       4596               11.53
## 1636        Secured by a first lien       7574               46.67
## 1647        Secured by a first lien       2685               28.83
## 1660        Secured by a first lien      11688               20.14
## 1679  Secured by a subordinate lien       3702               96.52
## 1702        Secured by a first lien       5225               91.52
## 1725        Secured by a first lien       1651                2.73
## 1731        Secured by a first lien       1651                2.73
## 1737        Secured by a first lien       1651                2.73
## 1756        Secured by a first lien      11688               20.14
## 1761        Secured by a first lien       1651                2.73
## 1767        Secured by a first lien       2562               21.78
## 1774        Secured by a first lien       1952               11.99
## 1798        Secured by a first lien       3752               25.35
## 1803        Secured by a first lien       2638                7.05
## 1822  Secured by a subordinate lien       5735               20.51
## 1827        Secured by a first lien       2638                7.05
## 1839        Secured by a first lien       2316               95.68
## 1892        Secured by a first lien       5915               96.40
## 1898                 Not applicable       5929                5.41
## 1906        Secured by a first lien       9722               36.37
## 1910        Secured by a first lien       7851               10.32
## 1916        Secured by a first lien       4722               95.38
## 1924        Secured by a first lien       4374               33.95
## 1936        Secured by a first lien       2604               26.11
## 1953        Secured by a first lien       6122               86.38
## 1954        Secured by a first lien       1952               11.99
## 1969        Secured by a first lien       7640               34.88
## 1978        Secured by a first lien       6665               34.88
## 1983        Secured by a first lien       5156               94.43
## 1995        Secured by a first lien       3368               35.48
## 2036  Secured by a subordinate lien       1288               44.80
## 2050        Secured by a first lien       2710               20.96
## 2055        Secured by a first lien       4986               83.89
## 2110        Secured by a first lien       6371               32.30
## 2164        Secured by a first lien       3158               12.44
## 2187        Secured by a first lien       6918               18.78
## 2194        Secured by a first lien       7481               54.50
## 2218        Secured by a first lien       7745               65.24
## 2260        Secured by a first lien       7306               39.94
## 2283        Secured by a first lien       6281               43.94
## 2290        Secured by a first lien      12427               23.61
## 2318        Secured by a first lien       6023               15.47
## 2332        Secured by a first lien       7259               13.71
## 2335        Secured by a first lien       3362               98.69
## 2343        Secured by a first lien       2090               13.11
## 2349        Secured by a first lien       2090               13.11
## 2355        Secured by a first lien       2090               13.11
## 2356        Secured by a first lien       1626               25.58
## 2380        Secured by a first lien      14693               30.18
## 2386        Secured by a first lien       3126                5.85
## 2410        Secured by a first lien       5005               25.81
## 2440        Secured by a first lien       7223               43.82
## 2451        Secured by a first lien       2318                6.21
## 2487        Secured by a first lien       3622               59.22
## 2491        Secured by a first lien       6698               24.01
## 2505        Secured by a first lien       3622               59.22
## 2516        Secured by a first lien       5248               23.88
## 2523        Secured by a first lien       3622               59.22
## 2541        Secured by a first lien       4655               97.96
## 2542        Secured by a first lien       8794               30.75
## 2547        Secured by a first lien       4655               97.96
## 2554        Secured by a first lien       5005               25.81
## 2566        Secured by a first lien        984               32.11
## 2590        Secured by a first lien       6476               35.89
## 2625        Secured by a first lien       4857               55.45
## 2626        Secured by a first lien       4035               10.11
## 2643        Secured by a first lien       4240               89.86
## 2656        Secured by a first lien       7748               16.33
## 2665        Secured by a first lien       5512               17.42
## 2704        Secured by a first lien       3349               13.23
## 2746        Secured by a first lien       4101               12.07
## 2747          Not secured by a lien       3751               96.99
## 2774        Secured by a first lien       1542               12.00
## 2776        Secured by a first lien       8232               29.87
## 2782        Secured by a first lien       6887               41.35
## 2806        Secured by a first lien       4101               12.07
## 2818        Secured by a first lien       7748               16.33
## 2836        Secured by a first lien       3929               50.98
## 2860        Secured by a first lien       5171               16.46
## 2872        Secured by a first lien       3035               59.51
## 2884        Secured by a first lien      12427               23.61
## 2890        Secured by a first lien       2345               15.18
## 2900        Secured by a first lien       2165               14.46
## 2902        Secured by a first lien       3562               35.01
## 2949          Not secured by a lien       2592                1.16
## 2951        Secured by a first lien       1693               80.98
## 2956        Secured by a first lien       6647               89.81
## 2974        Secured by a first lien        186               41.94
## 3016        Secured by a first lien        287                7.32
## 3053        Secured by a first lien       2726               98.79
## 3076        Secured by a first lien       9522               57.12
## 3094        Secured by a first lien       6702                5.45
## 3123        Secured by a first lien       2376               41.08
## 3166        Secured by a first lien       7206               92.38
## 3213        Secured by a first lien       3818               63.15
## 3232        Secured by a first lien       7864               19.11
## 3247        Secured by a first lien       3751               96.99
## 3267        Secured by a first lien       4719               33.21
## 3274        Secured by a first lien       4101               12.07
## 3280        Secured by a first lien       7259               13.71
## 3286        Secured by a first lien      15880               15.92
## 3292        Secured by a first lien       8310               27.32
## 3334        Secured by a first lien       9296               13.58
## 3339        Secured by a first lien       3835               90.01
## 3380        Secured by a first lien       5089               12.93
## 3381        Secured by a first lien       5180               46.45
## 3387        Secured by a first lien       2356               40.49
## 3429        Secured by a first lien       5951               61.52
## 3453        Secured by a first lien       5951               61.52
## 3466        Secured by a first lien       2675                6.88
## 3470        Secured by a first lien       4911               15.43
## 3495        Secured by a first lien       3763               78.21
## 3520        Secured by a first lien       5005               25.81
## 3542        Secured by a first lien       6896               19.05
## 3544        Secured by a first lien       7456               19.70
## 3575        Secured by a first lien       2341               97.18
## 3580        Secured by a first lien       3718                8.58
## 3586        Secured by a first lien       5452               82.76
## 3591        Secured by a first lien      10346               78.96
## 3592        Secured by a first lien        984               32.11
## 3615        Secured by a first lien       3969               92.97
## 3630        Secured by a first lien       3531               12.49
## 3660        Secured by a first lien       2881               80.70
## 3664        Secured by a first lien       9358               21.62
## 3690        Secured by a first lien       5909               72.09
## 3736        Secured by a first lien       8252               32.72
## 3743        Secured by a first lien       2194               87.37
## 3749        Secured by a first lien       2194               87.37
## 3768        Secured by a first lien       3531               12.49
## 3775        Secured by a first lien       7306               39.94
## 3790        Secured by a first lien      10151               20.37
## 3796        Secured by a first lien       3349               13.23
## 3797        Secured by a first lien       3282               93.66
## 3837        Secured by a first lien       2649               92.90
## 3862        Secured by a first lien       6416               20.75
## 3874        Secured by a first lien       2807               30.07
## 3887        Secured by a first lien       2886               79.07
## 3899        Secured by a first lien       4642               95.33
## 3904        Secured by a first lien       4388               17.05
## 3921        Secured by a first lien       3531               80.97
## 3922        Secured by a first lien       5005               25.81
## 3934        Secured by a first lien      12825               77.39
## 3975        Secured by a first lien       3531               80.97
## 3982        Secured by a first lien       8131               33.27
## 4018        Secured by a first lien       9135               24.86
## 4054        Secured by a first lien       5171               16.46
## 4072        Secured by a first lien       8131               33.27
## 4108        Secured by a first lien      13162               17.13
## 4126        Secured by a first lien       6824                5.76
## 4174        Secured by a first lien       1626               25.58
## 4178                 Not applicable       3591               12.09
## 4187        Secured by a first lien       2917               61.84
## 4228        Secured by a first lien       6226               10.62
## 4229        Secured by a first lien       3308               23.70
## 4233        Secured by a first lien       2540               70.28
## 4241        Secured by a first lien       2467               92.95
## 4251        Secured by a first lien       4273               78.77
## 4253        Secured by a first lien       4070               70.76
## 4259        Secured by a first lien       4070               70.76
## 4268        Secured by a first lien       4271               53.10
## 4276        Secured by a first lien       2963               31.49
## 4283        Secured by a first lien       1841               15.32
## 4293        Secured by a first lien       4015               48.39
## 4295        Secured by a first lien       1841               15.32
## 4299        Secured by a first lien       4015               48.39
## 4301        Secured by a first lien       1971               24.76
## 4305        Secured by a first lien       4015               48.39
## 4306        Secured by a first lien       5216               28.83
## 4310        Secured by a first lien       6896               19.05
## 4319        Secured by a first lien       1573                0.45
## 4325        Secured by a first lien       1021                2.45
## 4330          Not secured by a lien       6199               59.07
## 4331        Secured by a first lien       2888               19.18
## 4341        Secured by a first lien       5162                2.87
## 4345        Secured by a first lien       2194               87.37
## 4349        Secured by a first lien       1906               27.28
## 4358  Secured by a subordinate lien       2987               24.87
## 4367        Secured by a first lien       2278               32.97
## 4371        Secured by a first lien       4863               80.92
## 4375        Secured by a first lien       3282               93.66
## 4378        Secured by a first lien       8012               27.13
## 4388          Not secured by a lien       4271               53.10
## 4402        Secured by a first lien       6050               92.51
## 4408        Secured by a first lien       7206               92.38
## 4415        Secured by a first lien       3590               57.69
## 4433        Secured by a first lien       4264               93.08
## 4438        Secured by a first lien       5195               27.10
## 4449        Secured by a first lien       3506               58.50
## 4459        Secured by a first lien       5956               84.86
## 4474        Secured by a first lien       3060               27.39
## 4527        Secured by a first lien       4524               11.45
## 4528        Secured by a first lien       6115               21.10
## 4534        Secured by a first lien       2345               15.18
## 4546        Secured by a first lien       6488               37.13
## 4558        Secured by a first lien       3140               46.69
## 4560        Secured by a first lien       3367               33.80
## 4582        Secured by a first lien       4611               26.39
## 4597        Secured by a first lien       4893               95.05
## 4606        Secured by a first lien      11688               20.14
## 4621        Secured by a first lien       4893               95.05
## 4627                 Not applicable       4893               95.05
## 4650        Secured by a first lien       3600               65.22
## 4662        Secured by a first lien       3600               65.22
## 4672        Secured by a first lien       6698               24.01
## 4701        Secured by a first lien       1362               81.79
## 4737        Secured by a first lien       4536               54.74
## 4743        Secured by a first lien       4536               54.74
## 4756        Secured by a first lien       6655               21.71
## 4762        Secured by a first lien       2631                6.31
## 4771        Secured by a first lien       5005               25.81
## 4776        Secured by a first lien       1645               66.38
## 4785        Secured by a first lien       2747               48.63
## 4791        Secured by a first lien       2747               48.63
## 4792        Secured by a first lien       2932               67.19
## 4811        Secured by a first lien       6015               13.42
## 4817        Secured by a first lien       6015               13.42
## 4823        Secured by a first lien       6015               13.42
## 4848        Secured by a first lien       2670               26.70
## 4849        Secured by a first lien       2917               61.84
## 4852        Secured by a first lien       5799               19.90
## 4859        Secured by a first lien       6015               13.42
## 4866        Secured by a first lien       2247               29.64
## 4869        Secured by a first lien       1688               52.37
## 4870        Secured by a first lien       5408               35.11
## 4881        Secured by a first lien       2131               36.23
## 4899        Secured by a first lien       6542               20.53
## 4912        Secured by a first lien       6824                5.76
## 4918        Secured by a first lien       7871               23.34
## 4934        Secured by a first lien       2433                2.59
## 4942        Secured by a first lien       8310               27.32
## 4944        Secured by a first lien       4229               43.91
## 4945        Secured by a first lien       4070               70.76
## 4946        Secured by a first lien       3722                4.27
## 4947        Secured by a first lien       3886               53.68
## 4954        Secured by a first lien       7306               39.94
## 4963        Secured by a first lien       4875               50.79
## 4976                 Not applicable       2031               12.21
## 4978        Secured by a first lien       7654               21.98
## 4980        Secured by a first lien       3530               96.49
## 4987        Secured by a first lien       3013               13.28
## 5008        Secured by a first lien       5228               14.33
## 5029        Secured by a first lien       1573                0.45
## 5035        Secured by a first lien       1021                2.45
## 5042        Secured by a first lien       5359               12.22
## 5071        Secured by a first lien       2500               13.72
## 5073        Secured by a first lien       4908                8.50
## 5080        Secured by a first lien       7675               13.98
## 5105        Secured by a first lien       1660               55.42
## 5110        Secured by a first lien       3861               15.57
## 5127        Secured by a first lien       3508               55.27
## 5133        Secured by a first lien       3508               55.27
## 5146        Secured by a first lien       7853               27.85
## 5158        Secured by a first lien       6115               21.10
## 5200        Secured by a first lien       7853               27.85
## 5202        Secured by a first lien       1213               66.12
## 5218                 Not applicable       8957               22.97
## 5229        Secured by a first lien       1405               61.71
## 5253        Secured by a first lien       1553               99.61
## 5260        Secured by a first lien       5005               25.81
## 5272        Secured by a first lien       5216               28.83
## 5280        Secured by a first lien       4649               52.55
## 5302        Secured by a first lien      14693               30.18
## 5331        Secured by a first lien       4325               44.00
## 5335        Secured by a first lien       4858               43.87
## 5374        Secured by a first lien       5531               31.71
## 5398        Secured by a first lien       6735               24.60
## 5403        Secured by a first lien       4779               35.93
## 5434        Secured by a first lien       6760               25.90
## 5439        Secured by a first lien       1801               38.48
## 5443        Secured by a first lien       5755               43.98
## 5445        Secured by a first lien       1801               38.48
## 5451        Secured by a first lien       5278               23.61
## 5458        Secured by a first lien       4581               28.64
## 5463        Secured by a first lien       5278               23.61
## 5481        Secured by a first lien       3223               41.79
## 5500        Secured by a first lien       2345               15.18
## 5524        Secured by a first lien       5171               16.46
## 5529        Secured by a first lien       3139               37.08
## 5541        Secured by a first lien       3139               37.08
## 5548                 Not applicable       6781               32.92
## 5551        Secured by a first lien       6781               32.92
## 5560        Secured by a first lien       8232               29.87
## 5575        Secured by a first lien       7413               30.86
## 5578        Secured by a first lien       1166               23.50
## 5581        Secured by a first lien       6015               13.42
## 5587        Secured by a first lien       6015               13.42
## 5606        Secured by a first lien       5077               11.64
## 5620        Secured by a first lien       9521               18.12
## 5631        Secured by a first lien       4452               95.64
## 5633        Secured by a first lien       1572                6.17
## 5637        Secured by a first lien       5157               23.39
## 5644        Secured by a first lien       7101               20.03
## 5645        Secured by a first lien        874                0.00
## 5659        Secured by a first lien       1448               22.17
## 5665        Secured by a first lien       1448               22.17
## 5667        Secured by a first lien       5157               23.39
## 5673        Secured by a first lien       5157               23.39
## 5691        Secured by a first lien       4289               21.43
## 5692        Secured by a first lien       5005               25.81
## 5697        Secured by a first lien       4289               21.43
## 5700        Secured by a first lien       1655               54.38
## 5710        Secured by a first lien       6760               25.90
## 5711        Secured by a first lien       4282                0.82
## 5722        Secured by a first lien       4581               28.64
## 5727        Secured by a first lien       3674               16.96
## 5733        Secured by a first lien       3674               16.96
## 5745        Secured by a first lien       3674               16.96
## 5747        Secured by a first lien       3126               22.87
## 5769        Secured by a first lien       4273               34.26
## 5775        Secured by a first lien       4273               34.26
## 5786                 Not applicable       6896               19.05
## 5795        Secured by a first lien       5984               16.71
## 5807        Secured by a first lien       5984               16.71
## 5810        Secured by a first lien       2432               23.44
## 5821        Secured by a first lien       5032               18.90
## 5824        Secured by a first lien       5006               27.43
## 5860        Secured by a first lien       5171               16.46
## 5878        Secured by a first lien       8032               30.78
## 5956        Secured by a first lien       4788                3.80
## 5974        Secured by a first lien       8252               32.72
## 5980        Secured by a first lien       5531               31.71
## 5986        Secured by a first lien       9358               21.62
## 5988        Secured by a first lien       3364               82.52
## 5991        Secured by a first lien       2596               25.23
## 6004        Secured by a first lien       8310               27.32
## 6030        Secured by a first lien       6403               38.51
## 6042        Secured by a first lien       6403               38.51
## 6051        Secured by a first lien       4674               30.68
## 6058        Secured by a first lien       1626               25.58
## 6070                 Not applicable       5531               21.32
## 6075        Secured by a first lien       2064               45.69
## 6083        Secured by a first lien       4488               18.11
## 6087        Secured by a first lien       2577               47.54
## 6088        Secured by a first lien       4358               16.13
## 6093        Secured by a first lien       2577               47.54
## 6095        Secured by a first lien       4488               18.11
## 6110        Secured by a first lien       3765                3.27
## 6142        Secured by a first lien      10095               14.44
## 6178        Secured by a first lien      15880               15.92
## 6184        Secured by a first lien       3415               19.06
## 6187        Secured by a first lien       1322               68.53
## 6202        Secured by a first lien       7456               19.70
## 6207        Secured by a first lien       2674               40.95
## 6211          Not secured by a lien       2402               19.98
## 6226        Secured by a first lien       9521               18.12
## 6237        Secured by a first lien       4656               12.24
## 6244        Secured by a first lien       4101               12.07
## 6256        Secured by a first lien       4855               11.04
## 6328        Secured by a first lien       1952               11.99
## 6334        Secured by a first lien       4374               33.95
## 6340        Secured by a first lien       5531               21.32
## 6355        Secured by a first lien       1891                3.86
## 6358        Secured by a first lien       5455               35.45
## 6370        Secured by a first lien      13162               17.13
## 6376        Secured by a first lien       3875               11.41
## 6379        Secured by a first lien       6231               14.67
## 6385        Secured by a first lien       7413               30.86
## 6399        Secured by a first lien       5407               91.55
## 6401        Secured by a first lien       3815               61.65
## 6413        Secured by a first lien       2340               45.13
## 6421        Secured by a first lien       1838               68.88
## 6425        Secured by a first lien       2340               45.13
## 6431        Secured by a first lien       1432               19.76
## 6438        Secured by a first lien       5085               14.99
## 6459        Secured by a first lien       4409               28.69
## 6464        Secured by a first lien       4595               36.39
## 6467        Secured by a first lien       3125               21.57
## 6485        Secured by a first lien       2340               45.13
## 6492        Secured by a first lien       5085               14.99
## 6495        Secured by a first lien       4774               30.18
## 6503        Secured by a first lien       2340               45.13
## 6512        Secured by a first lien       2268               16.45
## 6517        Secured by a first lien       3126               22.87
## 6525        Secured by a first lien       5002               79.43
## 6526        Secured by a first lien       6699                5.69
## 6533        Secured by a first lien       2340               45.13
## 6543        Secured by a first lien       2463               44.50
## 6547        Secured by a first lien       2482               35.82
## 6550        Secured by a first lien       9120               16.62
## 6556        Secured by a first lien      11252               47.21
## 6575        Secured by a first lien       7090               49.46
## 6581        Secured by a first lien       3125               21.57
## 6595        Secured by a first lien       5984               16.71
## 6598        Secured by a first lien       4858               43.87
## 6603        Secured by a first lien       5412               17.83
## 6609  Secured by a subordinate lien       5412               17.83
## 6615        Secured by a first lien       3244               15.41
## 6620        Secured by a first lien       2277               28.33
## 6628        Secured by a first lien       6188               37.35
## 6634        Secured by a first lien       3637                9.38
## 6641        Secured by a first lien       7090               49.46
## 6663        Secured by a first lien       3244               15.41
## 6689        Secured by a first lien       7090               49.46
## 6696        Secured by a first lien       4203               13.97
## 6705        Secured by a first lien       1730               34.45
## 6726        Secured by a first lien       4203               13.97
## 6730        Secured by a first lien       2675                6.88
## 6731        Secured by a first lien       2545               19.45
## 6760        Secured by a first lien       4388               17.05
## 6772        Secured by a first lien       3415               19.06
## 6792        Secured by a first lien       7535               13.19
## 6805        Secured by a first lien       2881               49.74
## 6819        Secured by a first lien       3191               31.06
## 6826        Secured by a first lien       2666               20.71
## 6844        Secured by a first lien       3726               29.50
## 6862        Secured by a first lien       3076               37.03
## 6865        Secured by a first lien       1432               19.76
## 6871        Secured by a first lien       1432               19.76
## 6886  Secured by a subordinate lien       6699                5.69
## 6892        Secured by a first lien       7608               34.38
## 6906        Secured by a first lien       3844                9.29
## 6909        Secured by a first lien       4295               23.80
## 6913        Secured by a first lien       3125               21.57
## 6915        Secured by a first lien       4295               23.80
## 6927        Secured by a first lien       4295               23.80
## 6928        Secured by a first lien       4463               20.91
## 6943        Secured by a first lien       3125               21.57
## 6955        Secured by a first lien       3125               21.57
## 6968        Secured by a first lien       7013                6.56
## 6973        Secured by a first lien       3125               21.57
## 7012        Secured by a first lien       9008               42.35
## 7021        Secured by a first lien       2545               19.45
## 7024  Secured by a subordinate lien       5158               12.14
## 7031        Secured by a first lien       4519               34.85
## 7033        Secured by a first lien       4519               34.85
## 7034        Secured by a first lien       5077               11.64
## 7035        Secured by a first lien       4029               22.46
## 7036        Secured by a first lien       8032               30.78
## 7045        Secured by a first lien       4519               34.85
## 7066  Secured by a subordinate lien       4766                4.43
## 7069        Secured by a first lien       4519               34.85
## 7078                 Not applicable       8599               62.15
## 7087        Secured by a first lien       1519               15.73
## 7093        Secured by a first lien       3003               22.01
## 7095        Secured by a first lien       4029               22.46
## 7111        Secured by a first lien       3681               17.77
## 7120        Secured by a first lien       4938               38.96
## 7123        Secured by a first lien       3277               10.47
## 7137        Secured by a first lien       4759               28.93
## 7139        Secured by a first lien       3003               22.01
## 7163  Secured by a subordinate lien       5612               19.16
## 7168        Secured by a first lien       5934               21.92
## 7171        Secured by a first lien       5178               37.33
## 7175        Secured by a first lien       5612               19.16
## 7180        Secured by a first lien       6781               32.92
## 7183        Secured by a first lien       5178               37.33
## 7189        Secured by a first lien       5178               37.33
## 7196        Secured by a first lien       4299                8.19
## 7197        Secured by a first lien       3985               22.48
## 7198        Secured by a first lien       5195               27.10
## 7207        Secured by a first lien       5178               37.33
## 7215        Secured by a first lien       4304               29.55
## 7219        Secured by a first lien       5178               37.33
## 7221        Secured by a first lien       4304               29.55
## 7225        Secured by a first lien       5178               37.33
## 7233        Secured by a first lien       4304               29.55
## 7237        Secured by a first lien       5178               37.33
## 7239        Secured by a first lien       4304               29.55
## 7240        Secured by a first lien       5011               16.10
## 7251        Secured by a first lien       2049               36.51
## 7252        Secured by a first lien       8295               62.83
## 7255        Secured by a first lien       5178               37.33
## 7263        Secured by a first lien       4304               29.55
## 7288        Secured by a first lien       2963               31.49
## 7294        Secured by a first lien       6468               17.10
## 7303        Secured by a first lien       2899               35.39
## 7306        Secured by a first lien       5005               25.81
## 7318        Secured by a first lien       6824                5.76
## 7319        Secured by a first lien       3591               19.60
## 7339        Secured by a first lien       6138               62.43
## 7376        Secured by a first lien       2743                4.96
## 7381        Secured by a first lien       5071               30.70
## 7387        Secured by a first lien       5071               30.70
## 7388        Secured by a first lien       4892               10.47
## 7393        Secured by a first lien       5071               30.70
## 7402        Secured by a first lien       8032               30.78
## 7403        Secured by a first lien       5178               37.33
## 7405        Secured by a first lien       5071               30.70
## 7411        Secured by a first lien       5071               30.70
## 7443        Secured by a first lien       3630               14.93
## 7447        Secured by a first lien       2918                9.39
## 7457        Secured by a first lien       5178               37.33
## 7469        Secured by a first lien       5178               37.33
## 7498        Secured by a first lien       8310               27.32
## 7516        Secured by a first lien       7654               21.98
## 7522        Secured by a first lien       9722               36.37
## 7530        Secured by a first lien       3832                7.20
## 7531        Secured by a first lien       8924                4.85
## 7540        Secured by a first lien       4101               12.07
## 7541        Secured by a first lien       5178               37.33
## 7547        Secured by a first lien       5178               37.33
## 7568        Secured by a first lien       4168                3.77
## 7577        Secured by a first lien       5178               37.33
## 7578        Secured by a first lien       4634                5.70
## 7579        Secured by a first lien       6330               20.28
## 7588        Secured by a first lien       6735               24.60
## 7591        Secured by a first lien       5670               67.00
## 7594        Secured by a first lien       7853               27.85
## 7601        Secured by a first lien       5178               37.33
## 7603        Secured by a first lien       5670               67.00
## 7607        Secured by a first lien       5178               37.33
## 7612        Secured by a first lien       8794               30.75
## 7615        Secured by a first lien       5670               67.00
## 7624        Secured by a first lien       6199               59.07
## 7637        Secured by a first lien       5178               37.33
## 7641        Secured by a first lien       1486               50.00
## 7649        Secured by a first lien       5178               37.33
## 7664        Secured by a first lien       1989               27.10
## 7671        Secured by a first lien       3858               34.40
## 7672        Secured by a first lien       9008               42.35
## 7677        Secured by a first lien       4519                6.84
## 7684        Secured by a first lien       4288               44.64
## 7738        Secured by a first lien      10151               20.37
## 7756        Secured by a first lien       9008               42.35
## 7768        Secured by a first lien       6808               83.08
## 7775        Secured by a first lien       2899               35.39
## 7780        Secured by a first lien       7259               13.71
## 7786        Secured by a first lien       9722               36.37
## 7805        Secured by a first lien       2899               35.39
## 7809        Secured by a first lien       6727                4.91
## 7816        Secured by a first lien       4272               14.63
## 7817        Secured by a first lien       2899               35.39
## 7828        Secured by a first lien       7481               54.50
## 7829        Secured by a first lien       7273               36.34
## 7846        Secured by a first lien       8252               32.72
## 7856        Secured by a first lien       3640                7.39
## 7864        Secured by a first lien       5005               25.81
## 7894        Secured by a first lien       3888               11.11
## 7909        Secured by a first lien       2431               28.10
## 7915        Secured by a first lien       2431               28.10
## 7940                 Not applicable       6070               18.02
## 7966        Secured by a first lien       2604               26.11
## 7991        Secured by a first lien       3744               23.61
## 7996        Secured by a first lien       7640               34.88
## 8007          Not secured by a lien       6234               29.74
## 8015        Secured by a first lien       3480               27.33
## 8035        Secured by a first lien       2702               32.86
## 8038        Secured by a first lien       3925                8.46
## 8042        Secured by a first lien       1989               27.10
## 8044        Secured by a first lien       2483               43.42
## 8056        Secured by a first lien       7325               34.10
## 8081        Secured by a first lien       3480               27.33
## 8086        Secured by a first lien       9120               16.62
## 8104  Secured by a subordinate lien       2360               16.86
## 8122        Secured by a first lien       4747               27.22
## 8150        Secured by a first lien       3031               30.29
## 8152        Secured by a first lien       1166               23.50
## 8206        Secured by a first lien       7640               34.88
## 8210        Secured by a first lien       5621                7.65
## 8212        Secured by a first lien       9296               13.58
## 8266        Secured by a first lien       6264               22.62
## 8267        Secured by a first lien       4457               15.44
## 8272        Secured by a first lien       5195               27.10
## 8282  Secured by a subordinate lien       2016               20.88
## 8338        Secured by a first lien       5531               31.71
## 8341        Secured by a first lien       2931                1.26
## 8344        Secured by a first lien       9116               20.44
## 8353        Secured by a first lien       2326                3.18
## 8359        Secured by a first lien       2710                9.93
## 8374        Secured by a first lien       3317               17.43
## 8398        Secured by a first lien       6547               20.12
## 8401        Secured by a first lien       2562               21.78
## 8404        Secured by a first lien       7306               39.94
## 8439  Secured by a subordinate lien       4656               12.24
## 8489        Secured by a first lien       3392                5.90
## 8533        Secured by a first lien       2943               16.04
## 8539        Secured by a first lien       2943               16.04
## 8542        Secured by a first lien       4035               10.11
## 8545        Secured by a first lien       2943               16.04
## 8561        Secured by a first lien       6905                3.23
## 8596        Secured by a first lien       4938               38.96
## 8614        Secured by a first lien       5171               16.46
## 8632        Secured by a first lien       9327               65.18
## 8649        Secured by a first lien       3809               66.47
## 8655        Secured by a first lien       4381               87.51
## 8669        Secured by a first lien       6542               32.91
## 8686        Secured by a first lien       5005               25.81
## 8692        Secured by a first lien       6324               12.21
## 8697        Secured by a first lien       6811               17.52
## 8698        Secured by a first lien      10095               14.44
## 8710        Secured by a first lien       8252               32.72
## 8719        Secured by a first lien       3760               33.16
## 8740        Secured by a first lien       9358               21.62
## 8758        Secured by a first lien       6488               37.13
## 8783        Secured by a first lien       3355               30.40
## 8788        Secured by a first lien       5177                9.31
## 8797        Secured by a first lien       4016               88.05
## 8806        Secured by a first lien       8875               30.17
## 8812        Secured by a first lien       5171               16.46
## 8818        Secured by a first lien       2278               31.26
## 8821        Secured by a first lien       1894               15.52
## 8896        Secured by a first lien       7456               19.70
## 8932        Secured by a first lien       7481               54.50
## 9004        Secured by a first lien       4584               11.10
## 9022        Secured by a first lien       3206               30.60
## 9028        Secured by a first lien       3060               27.39
## 9034        Secured by a first lien       5252                8.70
## 9052        Secured by a first lien       4358               16.13
## 9058        Secured by a first lien        792               15.03
## 9082        Secured by a first lien       4323               14.04
## 9088        Secured by a first lien       2775               40.07
## 9113        Secured by a first lien       4299               26.33
## 9119        Secured by a first lien       4299               26.33
## 9141        Secured by a first lien       3508                5.90
## 9148        Secured by a first lien       2360               16.86
## 9149        Secured by a first lien       1998               25.33
## 9155        Secured by a first lien       1998               25.33
## 9160        Secured by a first lien       3726               29.50
## 9181        Secured by a first lien       3261               85.40
## 9184                 Not applicable       2675                6.88
## 9191        Secured by a first lien       1367               32.92
## 9196        Secured by a first lien       5814               87.67
## 9197        Secured by a first lien       1367               32.92
## 9199        Secured by a first lien       2090               13.11
## 9203        Secured by a first lien       1367               32.92
## 9205        Secured by a first lien       2090               13.11
## 9208        Secured by a first lien       4938               38.96
## 9247        Secured by a first lien       3444               81.21
## 9253        Secured by a first lien       2807               21.23
## 9256        Secured by a first lien       8957               22.97
## 9271        Secured by a first lien       2807               21.23
## 9279        Secured by a first lien       3990               58.42
## 9280        Secured by a first lien       6760               25.90
## 9289        Secured by a first lien       2318                6.21
## 9295        Secured by a first lien       2318                6.21
## 9317        Secured by a first lien       4104                8.48
## 9322        Secured by a first lien       3871                7.34
## 9337        Secured by a first lien       4049               20.99
## 9340        Secured by a first lien       2345               15.18
## 9359        Secured by a first lien       2111               80.10
## 9361        Secured by a first lien       4058               92.61
## 9365        Secured by a first lien       2111               80.10
## 9371        Secured by a first lien       2111               80.10
## 9376        Secured by a first lien       9358               21.62
## 9381        Secured by a first lien       9138               15.86
## 9415          Not secured by a lien       3364               92.66
## 9429        Secured by a first lien       4488               18.11
## 9436        Secured by a first lien      13162               17.13
## 9484  Secured by a subordinate lien       7671               15.15
## 9496        Secured by a first lien       9120               16.62
## 9502        Secured by a first lien       3415               19.06
## 9526        Secured by a first lien       6735               24.60
## 9532        Secured by a first lien       3762                4.86
## 9535        Secured by a first lien       5550               96.00
## 9549        Secured by a first lien       2463               15.23
## 9563        Secured by a first lien       2431               28.10
## 9574        Secured by a first lien       3802                8.73
## 9580        Secured by a first lien       4611               26.39
## 9586        Secured by a first lien      11252               47.21
## 9625        Secured by a first lien       4240               89.86
## 9641        Secured by a first lien       2962               28.29
## 9646        Secured by a first lien       3161               42.11
## 9655        Secured by a first lien       6735               24.60
## 9658  Secured by a subordinate lien       5379               85.41
## 9661        Secured by a first lien       4668               30.66
## 9688        Secured by a first lien        982               27.19
## 9700        Secured by a first lien       1952               11.99
## 9701        Secured by a first lien       1728               26.62
## 9707        Secured by a first lien       1728               26.62
## 9713        Secured by a first lien       1728               26.62
## 9717        Secured by a first lien       2340               45.13
## 9732        Secured by a first lien       4423                0.86
## 9754        Secured by a first lien       7654               21.98
## 9756        Secured by a first lien       6727                4.91
## 9768        Secured by a first lien       6727                4.91
## 9773        Secured by a first lien       2776               28.42
## 9821        Secured by a first lien       5574               48.83
## 9826        Secured by a first lien       5005               25.81
## 9856        Secured by a first lien       8252               32.72
## 9865        Secured by a first lien       4839               95.37
## 9880        Secured by a first lien       2636               27.01
## 9882        Secured by a first lien       3596               17.10
## 9889        Secured by a first lien       4467               11.86
## 9895        Secured by a first lien       4680               52.61
## 9907        Secured by a first lien       4467               11.86
## 9913        Secured by a first lien       3126                5.85
## 9933        Secured by a first lien       1655               54.38
## 9940        Secured by a first lien       8326               69.28
## 9955        Secured by a first lien       2077               39.29
## 9967        Secured by a first lien       7640               34.88
## 9970        Secured by a first lien       4581               28.64
## 9971        Secured by a first lien       3034               54.35
## 10003       Secured by a first lien       8947               26.20
## 10024       Secured by a first lien       4858               43.87
## 10048       Secured by a first lien       6416               20.75
## 10054       Secured by a first lien       5171               16.46
## 10078       Secured by a first lien       5171               16.46
## 10114       Secured by a first lien       4358               16.13
## 10123       Secured by a first lien       6698               24.01
## 10128       Secured by a first lien       7078               13.14
## 10145       Secured by a first lien       3623               31.30
## 10152       Secured by a first lien       5073               13.60
## 10176       Secured by a first lien       5073               13.60
## 10188       Secured by a first lien       5073               13.60
## 10193       Secured by a first lien       3760               26.33
## 10222       Secured by a first lien       7306               39.94
## 10234                Not applicable       5171               16.46
## 10253       Secured by a first lien       3760               26.33
## 10273       Secured by a first lien       3818               63.15
## 10280       Secured by a first lien       5114               21.92
## 10285       Secured by a first lien       2710               20.96
## 10297       Secured by a first lien       3060               27.39
## 10303       Secured by a first lien       4008               25.52
## 10306       Secured by a first lien       6330               20.28
## 10312       Secured by a first lien       4323               14.04
## 10318       Secured by a first lien      13162               17.13
## 10369       Secured by a first lien       7654               21.98
## 10379       Secured by a first lien       2931                1.26
## 10388       Secured by a first lien       3574                6.49
## 10390       Secured by a first lien       6735               24.60
## 10420       Secured by a first lien       9120               16.62
## 10467       Secured by a first lien       6178               91.39
## 10486       Secured by a first lien      10650               47.62
## 10515                Not applicable       5612               19.16
## 10531       Secured by a first lien       3835               90.01
## 10534       Secured by a first lien       4374               33.95
## 10535       Secured by a first lien       1651                2.73
## 10537 Secured by a subordinate lien       3835               90.01
## 10540       Secured by a first lien       4085                7.42
## 10541       Secured by a first lien       1651                2.73
## 10551       Secured by a first lien       5612               19.16
## 10554       Secured by a first lien       6181               21.13
## 10566       Secured by a first lien       6181               21.13
## 10573       Secured by a first lien       5897               87.62
## 10582       Secured by a first lien       2345               15.18
## 10588       Secured by a first lien       3140               46.69
## 10591       Secured by a first lien       3782               77.68
## 10597       Secured by a first lien       5032               18.90
## 10615       Secured by a first lien       2963               31.49
## 10623       Secured by a first lien       5612               19.16
## 10631       Secured by a first lien       6191               14.29
## 10637       Secured by a first lien       2638                7.05
## 10641       Secured by a first lien       5612               19.16
## 10648       Secured by a first lien       6488               37.13
## 10663       Secured by a first lien       7159               25.87
## 10687       Secured by a first lien       6502               42.37
## 10711       Secured by a first lien       6476               35.89
## 10747       Secured by a first lien       5005               25.81
## 10759       Secured by a first lien       5934               21.92
## 10781       Secured by a first lien       2943               16.04
## 10789       Secured by a first lien       6115               21.10
## 10795       Secured by a first lien       7654               21.98
## 10804       Secured by a first lien       3176               76.98
## 10805       Secured by a first lien       2943               16.04
## 10840       Secured by a first lien       7768               82.42
## 10841       Secured by a first lien       2632               31.42
## 10852       Secured by a first lien       5599               18.59
## 10853       Secured by a first lien       6122               86.38
## 10861       Secured by a first lien       2773               31.95
## 10892       Secured by a first lien       6896               19.05
## 10909       Secured by a first lien       2666               20.71
## 10915       Secured by a first lien      10402               29.33
## 10919       Secured by a first lien       6122               86.38
## 10924       Secured by a first lien       6488               37.13
## 10939       Secured by a first lien       5005               25.81
## 10945       Secured by a first lien       6064               54.19
## 10960                Not applicable       9064               33.08
## 10993       Secured by a first lien       4216               49.95
## 11023       Secured by a first lien       4938               38.96
## 11026       Secured by a first lien       7481               54.50
## 11044       Secured by a first lien       5171               16.46
## 11053       Secured by a first lien       2963               31.49
## 11059       Secured by a first lien       3206               30.60
## 11064       Secured by a first lien       3117               28.49
## 11065       Secured by a first lien       4374               33.95
## 11068       Secured by a first lien       4858               43.87
## 11071       Secured by a first lien       4272               14.63
## 11074       Secured by a first lien       3407                7.66
## 11095       Secured by a first lien       9116               20.44
## 11098       Secured by a first lien       4323               14.04
## 11099                Not applicable       6178               91.39
## 11102       Secured by a first lien       2288                1.62
## 11111       Secured by a first lien       3474               30.51
## 11119       Secured by a first lien       5216               28.83
## 11151       Secured by a first lien       4895               59.75
## 11165       Secured by a first lien       1894               15.52
## 11179       Secured by a first lien       6502               42.37
## 11185       Secured by a first lien       6115               21.10
## 11203       Secured by a first lien       6665               34.88
## 11215       Secured by a first lien       5045               19.21
## 11224       Secured by a first lien       6502               42.37
## 11230       Secured by a first lien       4323               14.04
## 11242       Secured by a first lien       7481               54.50
## 11253       Secured by a first lien       3066                2.05
## 11257       Secured by a first lien       6751               23.39
## 11268       Secured by a first lien       5372                7.73
## 11269       Secured by a first lien       3140               46.69
## 11290 Secured by a subordinate lien       7259               13.71
## 11291       Secured by a first lien       3534               42.19
## 11297       Secured by a first lien       1480               13.72
## 11302       Secured by a first lien       2585               18.49
## 11309       Secured by a first lien       1480               13.72
## 11318       Secured by a first lien       1146                5.76
## 11329       Secured by a first lien          0                0.00
## 11341       Secured by a first lien       6665               34.88
## 11347       Secured by a first lien       7481               54.50
## 11362       Secured by a first lien       4858               43.87
## 11372       Secured by a first lien       4595               36.39
## 11389       Secured by a first lien       3871                7.34
## 11395       Secured by a first lien       2278               31.26
## 11404       Secured by a first lien       9358               21.62
## 11407       Secured by a first lien       7748               16.33
## 11413       Secured by a first lien       5531               31.71
## 11415       Secured by a first lien       7897               65.15
## 11425       Secured by a first lien       8794               30.75
## 11452       Secured by a first lien       6502               42.37
## 11455       Secured by a first lien       7481               54.50
## 11458       Secured by a first lien        982               27.19
## 11473       Secured by a first lien       1626               25.58
## 11491       Secured by a first lien      13162               17.13
## 11498       Secured by a first lien       4038                4.93
## 11499       Secured by a first lien       1992               18.37
## 11521       Secured by a first lien       4858               43.87
## 11533       Secured by a first lien       3925                8.46
## 11536       Secured by a first lien       7413               30.86
## 11551       Secured by a first lien       7654               21.98
## 11560       Secured by a first lien       8413               75.57
## 11562       Secured by a first lien       5481               20.03
## 11576                Not applicable       5647                5.74
## 11581       Secured by a first lien       5512               17.42
## 11593       Secured by a first lien       5599               18.59
## 11596       Secured by a first lien       6488               37.13
## 11605       Secured by a first lien       4358               16.13
## 11608       Secured by a first lien       2963               31.49
## 11611       Secured by a first lien       7259               13.71
## 11620       Secured by a first lien       4101               12.07
## 11629       Secured by a first lien       8957               22.97
## 11638 Secured by a subordinate lien       5005               25.81
## 11650       Secured by a first lien       7675               13.98
## 11656       Secured by a first lien       6788                4.80
## 11684       Secured by a first lien       2769               94.69
## 11704       Secured by a first lien       2673               42.91
## 11708       Secured by a first lien       3179                8.37
## 11710       Secured by a first lien       5005               25.81
## 11714       Secured by a first lien       4510               31.77
## 11725       Secured by a first lien       3126                5.85
## 11749       Secured by a first lien       2345               15.18
## 11761       Secured by a first lien       8012               27.13
## 11764 Secured by a subordinate lien       3875               11.41
## 11767       Secured by a first lien       5216               28.83
## 11769       Secured by a first lien       2814               33.80
## 11773       Secured by a first lien       5216               28.83
## 11794       Secured by a first lien       5228               14.33
## 11797       Secured by a first lien       7675               13.98
## 11802       Secured by a first lien       6527               25.71
## 11807       Secured by a first lien       3429               58.53
## 11809       Secured by a first lien       4272               14.63
## 11810 Secured by a subordinate lien       3500                4.09
## 11825       Secured by a first lien       5180               46.45
## 11830       Secured by a first lien       6115               21.10
## 11839       Secured by a first lien       8794               30.75
## 11854       Secured by a first lien       5005               25.81
## 11869       Secured by a first lien       5216               28.83
## 11893       Secured by a first lien        984               32.11
## 11927       Secured by a first lien       5199               31.22
## 11929       Secured by a first lien       8947               26.20
## 11935       Secured by a first lien       6502               42.37
## 11945       Secured by a first lien       3261               85.40
## 11950       Secured by a first lien       4729                6.64
## 11951       Secured by a first lien       3261               85.40
## 11958       Secured by a first lien       4658               25.93
## 11983       Secured by a first lien       4272               14.63
## 12013       Secured by a first lien       5755               43.98
## 12014       Secured by a first lien       4654               33.78
## 12019       Secured by a first lien      10402               29.33
## 12021       Secured by a first lien       1655               54.38
## 12033       Secured by a first lien       8384                7.98
## 12035       Secured by a first lien       2480               18.75
## 12041       Secured by a first lien       2480               18.75
## 12055       Secured by a first lien       3925                8.46
## 12064       Secured by a first lien       4917               10.03
## 12091       Secured by a first lien       5045               19.21
## 12092       Secured by a first lien       5114               21.92
## 12101       Secured by a first lien       2318                6.21
## 12113       Secured by a first lien       2318                6.21
## 12121       Secured by a first lien       7159               25.87
## 12127       Secured by a first lien       2831               48.18
## 12130       Secured by a first lien       5531               31.71
## 12131       Secured by a first lien       2318                6.21
## 12133       Secured by a first lien       4288               44.64
## 12139       Secured by a first lien      15880               15.92
## 12145       Secured by a first lien       5171               16.46
## 12168       Secured by a first lien       7000               36.94
## 12169       Secured by a first lien       5531               31.71
## 12187       Secured by a first lien       7456               19.70
## 12194       Secured by a first lien       5258               10.44
## 12199       Secured by a first lien       9358               21.62
## 12232       Secured by a first lien       6751               23.39
## 12235       Secured by a first lien       4467               11.86
## 12250       Secured by a first lien       6115               21.10
## 12253       Secured by a first lien       2963               31.49
## 12271       Secured by a first lien       2899               23.84
## 12293       Secured by a first lien       3364               92.66
## 12295       Secured by a first lien       2666               20.71
## 12301       Secured by a first lien       8012               27.13
## 12319       Secured by a first lien      12427               23.61
## 12334       Secured by a first lien       6115               21.10
## 12343       Secured by a first lien       7897               65.15
## 12347       Secured by a first lien       4655               97.96
## 12371       Secured by a first lien       3031               24.55
## 12376       Secured by a first lien       6698               24.01
## 12379       Secured by a first lien       8794               30.75
## 12385       Secured by a first lien      15880               15.92
## 12392       Secured by a first lien       4869               56.38
## 12397       Secured by a first lien       4747               27.22
## 12406       Secured by a first lien       6751               23.39
## 12418       Secured by a first lien        792               15.03
## 12421       Secured by a first lien        982               27.19
## 12424       Secured by a first lien       7675               13.98
## 12427       Secured by a first lien       5005               25.81
## 12445       Secured by a first lien       7413               30.86
## 12447       Secured by a first lien       2496               56.97
## 12454       Secured by a first lien       3161               42.11
## 12468       Secured by a first lien       4910               24.40
## 12469       Secured by a first lien       7306               39.94
## 12481       Secured by a first lien      10402               29.33
## 12487       Secured by a first lien       3209               45.87
## 12493       Secured by a first lien       7654               21.98
## 12496       Secured by a first lien      13162               17.13
## 12502       Secured by a first lien       9135               24.86
## 12507       Secured by a first lien       4357               26.99
## 12511 Secured by a subordinate lien       7259               13.71
## 12517 Secured by a subordinate lien       7671               15.15
## 12520       Secured by a first lien       4130               19.10
## 12523       Secured by a first lien       5216               28.83
## 12529       Secured by a first lien      12427               23.61
## 12532       Secured by a first lien       7259               13.71
## 12538       Secured by a first lien       3349               13.23
## 12541 Secured by a subordinate lien       7259               13.71
## 12547       Secured by a first lien       4085                7.42
## 12556       Secured by a first lien       3060               27.39
## 12559       Secured by a first lien       3161               42.11
## 12565       Secured by a first lien       5755               43.98
## 12586       Secured by a first lien       1626               25.58
## 12592       Secured by a first lien       6735               24.60
## 12600       Secured by a first lien       6142               13.79
## 12605       Secured by a first lien       4240               89.86
## 12607       Secured by a first lien       4938               38.96
## 12610       Secured by a first lien       7481               54.50
## 12613       Secured by a first lien       5216               28.83
## 12616       Secured by a first lien      13162               17.13
## 12617       Secured by a first lien       4240               89.86
## 12623                Not applicable       6918               18.78
## 12638       Secured by a first lien       2560                5.00
## 12640       Secured by a first lien       9120               16.62
## 12643       Secured by a first lien       7897               65.15
## 12646       Secured by a first lien      11688               20.14
## 12677       Secured by a first lien       4980               11.85
## 12685       Secured by a first lien       7654               21.98
## 12700       Secured by a first lien       7456               19.70
## 12703       Secured by a first lien      14693               30.18
## 12706       Secured by a first lien       5512               17.42
## 12739       Secured by a first lien       6751               23.39
## 12745       Secured by a first lien       4358               16.13
## 12748       Secured by a first lien       3277               10.47
## 12790       Secured by a first lien       8012               27.13
## 12799       Secured by a first lien       6974               46.44
## 12823       Secured by a first lien       5216               28.83
## 12826       Secured by a first lien       5338               29.86
## 12833       Secured by a first lien       2529               62.40
## 12835       Secured by a first lien       4620               14.35
## 12842       Secured by a first lien       3516               96.53
## 12847       Secured by a first lien       4747               27.22
## 12859       Secured by a first lien      13162               17.13
## 12862       Secured by a first lien      12427               23.61
## 12865       Secured by a first lien       3161               42.11
## 12882       Secured by a first lien       7540               16.31
## 12886 Secured by a subordinate lien       7481               54.50
## 12892       Secured by a first lien       7671               15.15
## 12895       Secured by a first lien       4938               38.96
## 12901       Secured by a first lien       5531               21.32
## 12940                Not applicable       7008               11.93
## 12946       Secured by a first lien       7640               34.88
## 12958       Secured by a first lien       3238               74.80
## 12981                Not applicable       3355               30.40
## 13009       Secured by a first lien      11688               20.14
## 13015       Secured by a first lien       4101               12.07
## 13020       Secured by a first lien       8505               38.52
## 13039       Secured by a first lien       7456               19.70
## 13048       Secured by a first lien       7897               65.15
## 13073       Secured by a first lien       1426               96.21
## 13075       Secured by a first lien       6226               10.62
## 13078       Secured by a first lien       5799               19.90
## 13081       Secured by a first lien       4438               19.06
## 13087       Secured by a first lien       6665               34.88
## 13093       Secured by a first lien       4358               16.13
## 13114       Secured by a first lien       4858               43.87
## 13120       Secured by a first lien       6665               34.88
## 13123       Secured by a first lien       4467               11.86
## 13135       Secured by a first lien      11688               20.14
## 13141       Secured by a first lien       3752               25.35
## 13147       Secured by a first lien       2673               42.91
## 13153       Secured by a first lien       4358               16.13
## 13155       Secured by a first lien       3810               34.72
## 13171       Secured by a first lien       6226               10.62
## 13180       Secured by a first lien       5082                6.87
## 13189       Secured by a first lien       4858               43.87
## 13192       Secured by a first lien       9064               33.08
## 13198                Not applicable       7306               39.94
## 13207       Secured by a first lien       7654               21.98
## 13209       Secured by a first lien       6098                6.49
## 13213       Secured by a first lien       8957               22.97
## 13219       Secured by a first lien       4358               16.13
## 13222       Secured by a first lien       5755               43.98
## 13228       Secured by a first lien       4747               27.22
## 13231       Secured by a first lien       5934               21.92
## 13246       Secured by a first lien       7413               30.86
## 13249       Secured by a first lien       1528               37.24
## 13273       Secured by a first lien       3155               34.14
## 13285       Secured by a first lien       8192               38.76
## 13289       Secured by a first lien       2899                5.80
## 13315       Secured by a first lien       7159               25.87
## 13333       Secured by a first lien       3277               10.47
## 13336       Secured by a first lien       5216               28.83
## 13339       Secured by a first lien       1626               25.58
## 13381       Secured by a first lien       9358               21.62
## 13393       Secured by a first lien       6861               84.36
## 13406       Secured by a first lien       3896               23.23
## 13411       Secured by a first lien       7748               16.33
## 13412       Secured by a first lien       3574                6.49
## 13414       Secured by a first lien       6824                5.76
## 13420                Not applicable       5224               30.03
## 13421       Secured by a first lien       5373                6.16
## 13423       Secured by a first lien       6226               10.62
## 13435       Secured by a first lien       7159               25.87
## 13447       Secured by a first lien       7306               39.94
## 13453       Secured by a first lien       8947               26.20
## 13457       Secured by a first lien       5373                6.16
## 13477       Secured by a first lien       5195               27.10
## 13483       Secured by a first lien       1952               11.99
## 13492       Secured by a first lien       5455               35.45
## 13495       Secured by a first lien       2899               23.84
## 13504       Secured by a first lien       9296               13.58
## 13513       Secured by a first lien       3349               13.23
## 13522       Secured by a first lien       7306               39.94
## 13525       Secured by a first lien       6115               21.10
## 13540       Secured by a first lien       4938               38.96
## 13543       Secured by a first lien       5216               28.83
## 13552       Secured by a first lien       9521               18.12
## 13561       Secured by a first lien       3206               30.60
## 13570                Not applicable       3237                8.71
## 13579       Secured by a first lien       8012               27.13
## 13597       Secured by a first lien       7481               54.50
## 13612       Secured by a first lien       4747               27.22
## 13621       Secured by a first lien       8794               30.75
## 13627       Secured by a first lien       6502               42.37
## 13630       Secured by a first lien       4358               16.13
## 13636       Secured by a first lien       7259               13.71
## 13646       Secured by a first lien       4056                8.38
## 13651 Secured by a subordinate lien       7259               13.71
## 13657       Secured by a first lien       7456               19.70
## 13663       Secured by a first lien       7325               34.10
## 13669       Secured by a first lien       1528               37.24
## 13680       Secured by a first lien       3900                2.49
## 13708       Secured by a first lien       2604               26.11
## 13720       Secured by a first lien       8310               27.32
## 13723         Not secured by a lien       5338               29.86
## 13727       Secured by a first lien       2803               89.62
## 13732       Secured by a first lien      15880               15.92
## 13741       Secured by a first lien       7574               46.67
## 13745       Secured by a first lien       2803               89.62
## 13755       Secured by a first lien       1655               54.38
## 13771       Secured by a first lien       1683               25.79
## 13789       Secured by a first lien       7853               27.85
## 13803       Secured by a first lien       5874                6.16
## 13832                Not applicable       5929                5.41
## 13836       Secured by a first lien       5151                7.22
## 13852       Secured by a first lien       8252               32.72
## 13861       Secured by a first lien       5045               19.21
## 13907       Secured by a first lien       4008               25.52
## 13913       Secured by a first lien       4008               25.52
## 13915       Secured by a first lien       7481               54.50
## 13936       Secured by a first lien       7748               16.33
## 13939       Secured by a first lien       6665               34.88
## 13942       Secured by a first lien       4101               12.07
## 13966       Secured by a first lien       4358               16.13
## 13975       Secured by a first lien       8252               32.72
## 13984       Secured by a first lien       1952               11.99
## 13993       Secured by a first lien       4388               17.05
## 13997       Secured by a first lien       4008               25.52
## 14011       Secured by a first lien       8252               32.72
## 14053       Secured by a first lien       7259               13.71
## 14065       Secured by a first lien       6488               37.13
## 14092       Secured by a first lien       9358               21.62
## 14095       Secured by a first lien       4620               14.35
## 14099         Not secured by a lien       5783               74.29
## 14107       Secured by a first lien       4581               28.64
## 14113       Secured by a first lien       5032               18.90
## 14114       Secured by a first lien       5621                7.65
## 14131       Secured by a first lien      10650               47.62
## 14152       Secured by a first lien       4438               19.06
## 14155       Secured by a first lien       4467               11.86
## 14161       Secured by a first lien       6698               24.01
## 14194       Secured by a first lien       5171               16.46
## 14197       Secured by a first lien       6115               21.10
## 14203       Secured by a first lien       6665               34.88
## 14221       Secured by a first lien       9296               13.58
## 14224       Secured by a first lien       9008               42.35
## 14236       Secured by a first lien       9403               58.22
## 14239       Secured by a first lien       7413               30.86
## 14243 Secured by a subordinate lien       3857               82.11
## 14245       Secured by a first lien       7897               65.15
## 14248       Secured by a first lien       5216               28.83
## 14257       Secured by a first lien       8252               32.72
## 14259       Secured by a first lien       7229                4.44
## 14278       Secured by a first lien       3871                7.34
## 14290       Secured by a first lien       9521               18.12
## 14293       Secured by a first lien      11688               20.14
## 14298       Secured by a first lien       2191                7.76
## 14299       Secured by a first lien       7259               13.71
## 14301       Secured by a first lien       6408               12.52
## 14323       Secured by a first lien       6264               22.62
## 14335       Secured by a first lien       5005               25.81
## 14338       Secured by a first lien       6226               10.62
## 14341       Secured by a first lien       1626               25.58
## 14353       Secured by a first lien       5171               16.46
## 14362       Secured by a first lien       4272               14.63
## 14367       Secured by a first lien       1972               16.02
## 14374       Secured by a first lien       5216               28.83
## 14380       Secured by a first lien       7853               27.85
## 14389       Secured by a first lien       7413               30.86
## 14392       Secured by a first lien       8486               37.18
## 14398       Secured by a first lien       3060               27.39
## 14401       Secured by a first lien       4388               17.05
## 14404       Secured by a first lien       5216               28.83
## 14411       Secured by a first lien       4656               12.24
## 14414       Secured by a first lien       2017               12.69
## 14419       Secured by a first lien       7671               15.15
## 14425       Secured by a first lien       8131               33.27
## 14434       Secured by a first lien       2710               20.96
## 14437       Secured by a first lien       6974               46.44
## 14443       Secured by a first lien       2666               20.71
## 14449       Secured by a first lien       2899               23.84
## 14455       Secured by a first lien        287                7.32
## 14464       Secured by a first lien       5228               14.33
## 14471       Secured by a first lien       3283               31.89
## 14473       Secured by a first lien       5531               31.71
## 14491       Secured by a first lien        982               27.19
## 14533       Secured by a first lien       6665               34.88
## 14536       Secured by a first lien       7259               13.71
## 14548       Secured by a first lien       9135               24.86
## 14555       Secured by a first lien       4242               94.30
## 14568       Secured by a first lien       5978                5.10
## 14591                Not applicable       2805               91.16
## 14601       Secured by a first lien       7644               19.19
## 14617       Secured by a first lien       6751               23.39
## 14629       Secured by a first lien       7378               34.09
## 14639       Secured by a first lien       2805               91.16
## 14657       Secured by a first lien       2134               97.89
## 14660         Not secured by a lien       1481                3.38
## 14664       Secured by a first lien       6139                1.69
## 14668       Secured by a first lien       6788                4.80
## 14690       Secured by a first lien       6070               18.02
## 14692 Secured by a subordinate lien       3861               15.57
## 14695       Secured by a first lien      13162               17.13
## 14710       Secured by a first lien      11688               20.14
## 14713       Secured by a first lien       3871               43.63
## 14725       Secured by a first lien       7654               21.98
## 14731       Secured by a first lien       5005               25.81
## 14743       Secured by a first lien       3969               92.97
## 14749       Secured by a first lien       3969               92.97
## 14752       Secured by a first lien       6824                5.76
## 14767       Secured by a first lien       7306               39.94
## 14794       Secured by a first lien       7853               27.85
## 14806       Secured by a first lien      12825               77.39
## 14815       Secured by a first lien       3803               81.65
## 14816       Secured by a first lien       3592                8.21
## 14825       Secured by a first lien       3446                6.15
## 14833       Secured by a first lien       2963               31.49
## 14896       Secured by a first lien       1841               39.11
## 14906       Secured by a first lien       4439               31.81
## 14930       Secured by a first lien       2736               21.71
## 14932       Secured by a first lien       3861               15.57
## 14956       Secured by a first lien       5171               16.46
## 14974       Secured by a first lien       5525               86.12
## 14983       Secured by a first lien       8032               30.78
## 14992       Secured by a first lien       6788                4.80
## 14995       Secured by a first lien       8012               27.13
## 15012       Secured by a first lien       4587                5.30
## 15038       Secured by a first lien       1308               40.44
## 15043       Secured by a first lien       3914               92.51
## 15082       Secured by a first lien       6781               32.92
## 15103       Secured by a first lien       7897               65.15
## 15112       Secured by a first lien       4210               24.49
## 15127 Secured by a subordinate lien       6115               21.10
## 15154       Secured by a first lien       5216               28.83
## 15175       Secured by a first lien       2345               15.18
## 15177       Secured by a first lien       4323               14.04
## 15191       Secured by a first lien       3969               92.97
## 15211       Secured by a first lien       2649               92.90
## 15229       Secured by a first lien       2649               92.90
## 15232       Secured by a first lien       5171               16.46
## 15235       Secured by a first lien       3692               50.22
## 15244       Secured by a first lien       6788                4.80
## 15253       Secured by a first lien       7671               15.15
## 15262       Secured by a first lien       4377                5.39
## 15265       Secured by a first lien       2502               93.45
## 15286       Secured by a first lien       9722               36.37
## 15292       Secured by a first lien       4463               20.91
## 15304       Secured by a first lien       9008               42.35
## 15315       Secured by a first lien       4998               21.79
## 15317       Secured by a first lien       2843               89.80
## 15319       Secured by a first lien       2502               93.45
## 15322       Secured by a first lien       9521               18.12
## 15327 Secured by a subordinate lien       3879                4.23
## 15334       Secured by a first lien      13162               17.13
## 15339       Secured by a first lien       6468               17.10
## 15343       Secured by a first lien       2963               31.49
## 15365       Secured by a first lien       3432               16.29
## 15367       Secured by a first lien       3531               80.97
## 15370       Secured by a first lien       5338               29.86
## 15402       Secured by a first lien      11147                7.24
## 15403       Secured by a first lien       3531               80.97
## 15410 Secured by a subordinate lien       6896               19.05
## 15441       Secured by a first lien       5338               29.86
## 15446                Not applicable       4911               15.43
## 15508       Secured by a first lien       6751               23.39
## 15520       Secured by a first lien       3735               26.02
## 15532       Secured by a first lien       7481               54.50
## 15541       Secured by a first lien       4987               80.05
## 15550       Secured by a first lien       4101               12.07
## 15556       Secured by a first lien       7413               30.86
## 15565       Secured by a first lien       4987               80.05
## 15573       Secured by a first lien       6032               14.82
## 15574       Secured by a first lien      14693               30.18
## 15588       Secured by a first lien       3349                2.66
## 15600       Secured by a first lien       3349                2.66
## 15601       Secured by a first lien       3206               30.60
## 15617         Not secured by a lien       4975               95.34
## 15628       Secured by a first lien      14693               30.18
## 15631       Secured by a first lien       2360               16.86
## 15641       Secured by a first lien       4909               15.09
## 15646       Secured by a first lien       5005               25.81
## 15661       Secured by a first lien       6115               21.10
## 15667       Secured by a first lien       4272               14.63
## 15680       Secured by a first lien       6517               98.83
## 15699       Secured by a first lien       4388               17.05
## 15715       Secured by a first lien       7675               13.98
## 15723                Not applicable       3861               15.57
## 15727       Secured by a first lien       3056               61.06
## 15730       Secured by a first lien       5216               28.83
## 15735       Secured by a first lien       6226               10.62
## 15736       Secured by a first lien       7313               76.02
## 15751       Secured by a first lien       2104               80.32
## 15753       Secured by a first lien       6781               32.92
## 15770                Not applicable       5842               66.67
## 15774       Secured by a first lien       2566                3.47
## 15775       Secured by a first lien       3195               38.40
## 15781       Secured by a first lien       1912               54.18
## 15784       Secured by a first lien       6824                5.76
## 15804       Secured by a first lien       2566                3.47
## 15805       Secured by a first lien       3855               86.36
## 15809       Secured by a first lien       2502               93.45
## 15811       Secured by a first lien       3855               86.36
## 15829       Secured by a first lien       3855               86.36
## 15834       Secured by a first lien       4669                2.66
## 15856       Secured by a first lien       7481               54.50
## 15863       Secured by a first lien       2685               90.39
## 15867       Secured by a first lien       5799               19.90
## 15868       Secured by a first lien       2345               15.18
## 15871       Secured by a first lien       7654               21.98
## 15877       Secured by a first lien       3757               28.35
## 15883       Secured by a first lien       4273               78.77
## 15910       Secured by a first lien       6735               24.60
## 15915       Secured by a first lien       8794               30.75
## 15983       Secured by a first lien       3531               80.97
## 15988       Secured by a first lien       2566               14.61
## 15991       Secured by a first lien       4142                6.69
## 16000       Secured by a first lien       3035               59.51
## 16024       Secured by a first lien       7306               39.94
## 16033       Secured by a first lien       5252                8.70
## 16039       Secured by a first lien       6665               34.88
## 16045       Secured by a first lien       7671               15.15
## 16048       Secured by a first lien       8413               75.57
## 16057       Secured by a first lien       3349               13.23
## 16060       Secured by a first lien       2963               31.49
## 16066       Secured by a first lien       7101               20.03
## 16081 Secured by a subordinate lien       1276               10.66
## 16090       Secured by a first lien       6665               34.88
## 16100       Secured by a first lien       4031               33.39
## 16101       Secured by a first lien       4938               38.96
## 16129       Secured by a first lien       4863               80.92
## 16137       Secured by a first lien       2675                6.88
## 16144       Secured by a first lien       9403               58.22
## 16159       Secured by a first lien       5753               17.76
## 16162       Secured by a first lien        287                7.32
## 16167       Secured by a first lien       3685               59.76
## 16174       Secured by a first lien       9120               16.62
## 16176       Secured by a first lien       7790               12.76
## 16180       Secured by a first lien      13162               17.13
## 16195       Secured by a first lien      11252               47.21
## 16197       Secured by a first lien       7101               20.03
## 16201       Secured by a first lien       3506               58.50
## 16203       Secured by a first lien       2963               31.49
## 16209       Secured by a first lien       7481               54.50
## 16222       Secured by a first lien       9521               18.12
## 16228       Secured by a first lien       6781               32.92
## 16243       Secured by a first lien       3780               67.67
## 16248       Secured by a first lien       7790               12.76
## 16256       Secured by a first lien       5915               96.40
## 16261       Secured by a first lien       3780               67.67
## 16267 Secured by a subordinate lien       3367               40.18
## 16273       Secured by a first lien       3725               79.01
## 16281       Secured by a first lien       7456               19.70
## 16285       Secured by a first lien       5032               18.90
## 16287       Secured by a first lien       6476               35.89
## 16293       Secured by a first lien       7640               34.88
## 16294       Secured by a first lien       5011               16.10
## 16309 Secured by a subordinate lien       4388               17.05
## 16312       Secured by a first lien       4035               10.11
## 16321       Secured by a first lien       7574               46.67
## 16341       Secured by a first lien       7259               13.71
## 16349                Not applicable       3855               86.36
## 16354       Secured by a first lien      11688               20.14
## 16362       Secured by a first lien       2587               27.56
## 16365       Secured by a first lien       5216               28.83
## 16383       Secured by a first lien       6751               23.39
## 16405         Not secured by a lien       4536               54.74
## 16409       Secured by a first lien       3855               86.36
## 16414       Secured by a first lien       6735               24.60
## 16423       Secured by a first lien       4255               71.07
## 16437       Secured by a first lien       6502               42.37
## 16459       Secured by a first lien       4313               20.36
## 16462       Secured by a first lien        984               32.11
## 16468       Secured by a first lien       8310               27.32
## 16519       Secured by a first lien       4458               20.26
## 16525       Secured by a first lien       4458               20.26
## 16531       Secured by a first lien       2666               20.71
## 16549       Secured by a first lien       4458               20.26
## 16555       Secured by a first lien       5136               63.18
## 16556       Secured by a first lien       2433                2.59
## 16573                Not applicable       6751               23.39
## 16576       Secured by a first lien       4581               28.64
## 16582       Secured by a first lien       4035               10.11
## 16597         Not secured by a lien       7306               39.94
## 16601       Secured by a first lien       2375               51.41
## 16611       Secured by a first lien       7101               20.03
## 16624       Secured by a first lien       8056               73.11
## 16631       Secured by a first lien       4471                6.87
## 16635       Secured by a first lien       2217               80.47
## 16643       Secured by a first lien       4471                6.87
## 16648                Not applicable       4438               19.06
## 16651       Secured by a first lien       1362               81.79
## 16653       Secured by a first lien       4467               11.86
## 16660       Secured by a first lien       5216               28.83
## 16684       Secured by a first lien       4374               33.95
## 16695       Secured by a first lien       5320               78.21
## 16702       Secured by a first lien      10095               14.44
## 16705       Secured by a first lien      14693               30.18
## 16710       Secured by a first lien       7286                6.41
## 16711       Secured by a first lien       4536               54.74
## 16715       Secured by a first lien       4015               48.39
## 16720       Secured by a first lien       2963               31.49
## 16722       Secured by a first lien       7286                6.41
## 16732       Secured by a first lien       3415               19.06
## 16741       Secured by a first lien       2747               48.63
## 16747       Secured by a first lien       2747               48.63
## 16755       Secured by a first lien      10095               14.44
## 16756       Secured by a first lien       4620               14.35
## 16758       Secured by a first lien       7286                6.41
## 16759       Secured by a first lien       2747               48.63
## 16765       Secured by a first lien       2747               48.63
## 16767       Secured by a first lien       4266               54.08
## 16791       Secured by a first lien       2963               31.49
## 16800       Secured by a first lien       7286                6.41
## 16810       Secured by a first lien       5755               43.98
## 16827       Secured by a first lien       3155               34.14
## 16843       Secured by a first lien       3886               53.68
## 16847       Secured by a first lien       4863               80.92
## 16861       Secured by a first lien       3158               12.44
## 16869       Secured by a first lien       6104               88.84
## 16875 Secured by a subordinate lien       4272               14.63
## 16877       Secured by a first lien       4837               10.98
## 16879       Secured by a first lien       7481               54.50
## 16889       Secured by a first lien       4863               80.92
## 16891       Secured by a first lien       8794               30.75
## 16894       Secured by a first lien       5045               19.21
## 16903       Secured by a first lien       2863               60.22
## 16905       Secured by a first lien       7101               20.03
## 16931       Secured by a first lien       5753               17.76
## 16933       Secured by a first lien       3508               55.27
## 16951       Secured by a first lien       3508               55.27
## 16955       Secured by a first lien       3506               58.50
## 16989       Secured by a first lien       8252               32.72
## 17009       Secured by a first lien       3506               58.50
## 17035       Secured by a first lien       4188               60.15
## 17044       Secured by a first lien       5171               16.46
## 17045       Secured by a first lien       3506               58.50
## 17059       Secured by a first lien       4188               60.15
## 17071       Secured by a first lien       7654               21.98
## 17074       Secured by a first lien       7259               13.71
## 17080       Secured by a first lien       3861               15.57
## 17086       Secured by a first lien       5216               28.83
## 17088       Secured by a first lien       2672               16.92
## 17094       Secured by a first lien       4752               19.11
## 17102       Secured by a first lien       2629               11.37
## 17113       Secured by a first lien       7378               34.09
## 17116       Secured by a first lien       5531               31.71
## 17117       Secured by a first lien       3367               40.18
## 17130       Secured by a first lien       4752               19.11
## 17133       Secured by a first lien       3400               18.88
## 17143       Secured by a first lien       2902               62.75
## 17145       Secured by a first lien      10151               20.37
## 17149       Secured by a first lien       2902               62.75
## 17151       Secured by a first lien       7897               65.15
## 17161       Secured by a first lien       2902               62.75
## 17164       Secured by a first lien       3802                8.73
## 17166       Secured by a first lien       4752               19.11
## 17167       Secured by a first lien       2902               62.75
## 17179         Not secured by a lien       2775               40.07
## 17183       Secured by a first lien       3725               79.01
## 17185       Secured by a first lien      12427               23.61
## 17189       Secured by a first lien       3725               79.01
## 17197       Secured by a first lien       5134               69.17
## 17206 Secured by a subordinate lien       6073               21.36
## 17212       Secured by a first lien       7481               54.50
## 17215       Secured by a first lien       1405               61.71
## 17221       Secured by a first lien       1405               61.71
## 17233       Secured by a first lien       7671               15.15
## 17238       Secured by a first lien       4752               19.11
## 17239       Secured by a first lien       1405               61.71
## 17244       Secured by a first lien       4752               19.11
## 17260       Secured by a first lien      13162               17.13
## 17263       Secured by a first lien       7654               21.98
## 17272       Secured by a first lien       7085                7.68
## 17278       Secured by a first lien       5005               25.81
## 17281       Secured by a first lien       2692               44.73
## 17311       Secured by a first lien       3424               51.11
## 17317       Secured by a first lien       3424               51.11
## 17320       Secured by a first lien       9358               21.62
## 17322       Secured by a first lien       5710               13.77
## 17335       Secured by a first lien       3424               51.11
## 17368       Secured by a first lien       4858               43.87
## 17388       Secured by a first lien       4323                6.64
## 17392       Secured by a first lien       5216               28.83
## 17424       Secured by a first lien       4323                6.64
## 17425       Secured by a first lien       5011               16.10
## 17428       Secured by a first lien       4620               14.35
## 17440       Secured by a first lien       7259               13.71
## 17465       Secured by a first lien       5136               63.18
## 17494       Secured by a first lien       7671               15.15
## 17497       Secured by a first lien       6735               24.60
## 17514       Secured by a first lien       2232               22.04
## 17531                Not applicable       2668               59.86
## 17532       Secured by a first lien       2954                9.75
## 17536       Secured by a first lien       7481               54.50
## 17539       Secured by a first lien       4581               28.64
## 17541       Secured by a first lien       5512               17.42
## 17545       Secured by a first lien       4115               57.67
## 17557       Secured by a first lien       3060               27.39
## 17560       Secured by a first lien        982               27.19
## 17562       Secured by a first lien       2954                9.75
## 17578       Secured by a first lien       7259               13.71
## 17584       Secured by a first lien       3871                7.34
## 17587       Secured by a first lien       5025               11.70
## 17591       Secured by a first lien       4536               54.74
## 17592       Secured by a first lien       2954                9.75
## 17594       Secured by a first lien       3804               17.14
## 17602       Secured by a first lien       2675                6.88
## 17617       Secured by a first lien       4779               35.93
## 17630       Secured by a first lien       2629               11.37
## 17635       Secured by a first lien       6735               24.60
## 17643       Secured by a first lien       6655               21.71
## 17644       Secured by a first lien       5005               25.81
## 17645       Secured by a first lien       4536               54.74
## 17647       Secured by a first lien       5278               23.61
## 17650       Secured by a first lien       6502               42.37
## 17656       Secured by a first lien       7306               39.94
## 17659       Secured by a first lien       5278               23.61
## 17665       Secured by a first lien       7159               25.87
## 17674       Secured by a first lien       6488               37.13
## 17675       Secured by a first lien       2747               48.63
## 17683       Secured by a first lien       5706               25.83
## 17689       Secured by a first lien       5706               25.83
## 17698       Secured by a first lien       7456               19.70
## 17701       Secured by a first lien       5706               25.83
## 17707       Secured by a first lien       5706               25.83
## 17713       Secured by a first lien       5706               25.83
## 17719       Secured by a first lien       5706               25.83
## 17737       Secured by a first lien       5706               25.83
## 17746       Secured by a first lien       5814               87.67
## 17759       Secured by a first lien       2747               48.63
## 17765       Secured by a first lien       2747               48.63
## 17767       Secured by a first lien       3223               41.79
## 17788       Secured by a first lien        287                7.32
## 17800       Secured by a first lien       7413               30.86
## 17804       Secured by a first lien       5621                7.65
## 17807       Secured by a first lien       1947               36.52
## 17819       Secured by a first lien       1688               52.37
## 17830                Not applicable       3875               12.49
## 17833       Secured by a first lien       3223               41.79
## 17836       Secured by a first lien       4272               14.63
## 17837       Secured by a first lien       1688               52.37
## 17849       Secured by a first lien       1688               52.37
## 17851       Secured by a first lien       3223               41.79
## 17855       Secured by a first lien       1688               52.37
## 17859       Secured by a first lien       5116               23.10
## 17863       Secured by a first lien       3223               41.79
## 17869       Secured by a first lien       3223               41.79
## 17872       Secured by a first lien       5171               16.46
## 17877       Secured by a first lien       1626               25.58
## 17890       Secured by a first lien      11688               20.14
## 17893       Secured by a first lien       7413               30.86
## 17911       Secured by a first lien       3223               41.79
## 17913       Secured by a first lien       4998               21.79
## 17920       Secured by a first lien       3277               10.47
## 17932       Secured by a first lien       5934               21.92
## 17939       Secured by a first lien       3886               53.68
## 17983       Secured by a first lien       3223               41.79
## 17986       Secured by a first lien      11688               20.14
## 18016       Secured by a first lien       9120               16.62
## 18034       Secured by a first lien       7748               16.33
## 18045       Secured by a first lien       8012               27.13
## 18057       Secured by a first lien       9135               24.86
## 18082       Secured by a first lien       4938               38.96
## 18085       Secured by a first lien       3139               37.08
## 18091       Secured by a first lien       3139               37.08
## 18095       Secured by a first lien       2863               60.22
## 18106       Secured by a first lien      11688               20.14
## 18108       Secured by a first lien       3896               23.23
## 18113       Secured by a first lien       5839               27.15
## 18115       Secured by a first lien       7306               39.94
## 18124       Secured by a first lien       7481               54.50
## 18130       Secured by a first lien       9135               24.86
## 18137       Secured by a first lien       3508               55.27
## 18142       Secured by a first lien       2666               20.71
## 18147       Secured by a first lien       9008               42.35
## 18161       Secured by a first lien       3508               55.27
## 18165       Secured by a first lien       2666               20.71
## 18175       Secured by a first lien       5157               23.39
## 18177       Secured by a first lien      13162               17.13
## 18178       Secured by a first lien       6257               11.70
## 18184       Secured by a first lien       4272               14.63
## 18187 Secured by a subordinate lien       5157               23.39
## 18190       Secured by a first lien        792               15.03
## 18199       Secured by a first lien       5157               23.39
## 18207       Secured by a first lien       3637                9.38
## 18208       Secured by a first lien       7259               13.71
## 18209       Secured by a first lien       3508               55.27
## 18211       Secured by a first lien       4289               21.43
## 18227       Secured by a first lien       5855               24.70
## 18250 Secured by a subordinate lien       6529                2.54
## 18265       Secured by a first lien       3674               16.96
## 18271       Secured by a first lien       3674               16.96
## 18277       Secured by a first lien       3674               16.96
## 18283       Secured by a first lien       2961               31.71
## 18285       Secured by a first lien       4857               16.04
## 18305       Secured by a first lien       4188               60.15
## 18325       Secured by a first lien       2751                9.16
## 18331       Secured by a first lien       4273               34.26
## 18334       Secured by a first lien       4747               27.22
## 18345 Secured by a subordinate lien       4472               99.42
## 18349       Secured by a first lien       5772               36.40
## 18352       Secured by a first lien       6488               37.13
## 18371       Secured by a first lien       4188               60.15
## 18373       Secured by a first lien       5772               36.40
## 18379       Secured by a first lien       2963               31.49
## 18381       Secured by a first lien       5005               25.81
## 18385       Secured by a first lien       5772               36.40
## 18389       Secured by a first lien       5761               68.27
## 18412       Secured by a first lien       7456               19.70
## 18442       Secured by a first lien       1952               11.99
## 18447       Secured by a first lien       6330               20.28
## 18470       Secured by a first lien       4870               35.36
## 18478       Secured by a first lien      13162               17.13
## 18495       Secured by a first lien       3802                8.73
## 18499       Secured by a first lien       5216               28.83
## 18507       Secured by a first lien       3875               11.41
## 18516       Secured by a first lien       1989               27.10
## 18517       Secured by a first lien       3610               60.94
## 18521       Secured by a first lien       4316               61.68
## 18538       Secured by a first lien       7456               19.70
## 18539       Secured by a first lien       2902               62.75
## 18541       Secured by a first lien       4388               17.05
## 18549       Secured by a first lien       7481               54.50
## 18550       Secured by a first lien       6264               22.62
## 18555       Secured by a first lien       2913               39.68
## 18579       Secured by a first lien       5152               25.04
## 18585       Secured by a first lien       3737                7.44
## 18589       Secured by a first lien       3928               46.36
## 18595       Secured by a first lien       3489                1.78
## 18603       Secured by a first lien       5461               32.85
## 18615       Secured by a first lien       6698               24.01
## 18623       Secured by a first lien       1405               61.71
## 18626       Secured by a first lien       5597               30.73
## 18627       Secured by a first lien       6264               22.62
## 18647       Secured by a first lien       3462               22.67
## 18652       Secured by a first lien       5005               25.81
## 18658       Secured by a first lien       9296               13.58
## 18659       Secured by a first lien       2692               44.73
## 18673       Secured by a first lien       5604               18.24
## 18682       Secured by a first lien       4680               52.61
## 18688       Secured by a first lien       2360               16.86
## 18703       Secured by a first lien       5281               22.12
## 18712       Secured by a first lien       5005               25.81
## 18717       Secured by a first lien       2710               20.96
## 18718       Secured by a first lien       2585               18.49
## 18724       Secured by a first lien       2345               15.18
## 18753       Secured by a first lien       8252               32.72
## 18759         Not secured by a lien       4205               11.77
## 18760       Secured by a first lien       9521               18.12
## 18775       Secured by a first lien       7481               54.50
## 18787       Secured by a first lien       4998               21.79
## 18793       Secured by a first lien       3278               34.93
## 18795       Secured by a first lien       6502               42.37
## 18811       Secured by a first lien       3813               29.77
## 18820       Secured by a first lien       4581               28.64
## 18838       Secured by a first lien       4078                8.51
## 18844       Secured by a first lien       8232               29.87
## 18850       Secured by a first lien       2278               31.26
## 18865       Secured by a first lien       7306               39.94
## 18878                Not applicable       5879               98.44
## 18898       Secured by a first lien       6416               20.75
## 18909         Not secured by a lien       9704               73.15
## 18915       Secured by a first lien       7456               19.70
## 18951       Secured by a first lien       4396               16.67
## 18970       Secured by a first lien       5171               16.46
## 18991       Secured by a first lien       5599               18.59
## 18992       Secured by a first lien       3502               83.50
## 18993       Secured by a first lien       5045               19.21
## 18999       Secured by a first lien       2963               31.49
## 19000       Secured by a first lien       8947               26.20
## 19006                Not applicable       6781               32.92
## 19024       Secured by a first lien       8295               62.83
## 19028       Secured by a first lien       2769               94.69
## 19037       Secured by a first lien       5278               23.61
## 19053       Secured by a first lien       5976               22.39
## 19060       Secured by a first lien       7259               13.71
## 19061       Secured by a first lien       5278               23.61
## 19069       Secured by a first lien       4674               30.68
## 19073       Secured by a first lien       5278               23.61
## 19087       Secured by a first lien       4674               30.68
## 19091       Secured by a first lien       5278               23.61
## 19096       Secured by a first lien       5934               21.92
## 19105       Secured by a first lien       4680               52.61
## 19120       Secured by a first lien       6115               21.10
## 19123       Secured by a first lien       4674               30.68
## 19129       Secured by a first lien       3158               12.44
## 19141       Secured by a first lien       6264               22.62
## 19142       Secured by a first lien       3179                8.37
## 19168       Secured by a first lien       1166               23.50
## 19177       Secured by a first lien       4244               42.81
## 19198       Secured by a first lien       3451               22.31
## 19204       Secured by a first lien       6760               25.90
## 19219       Secured by a first lien       4244               42.81
## 19225       Secured by a first lien       9296               13.58
## 19228       Secured by a first lien       7008               11.93
## 19249       Secured by a first lien       2064               45.69
## 19263                Not applicable      15880               15.92
## 19267       Secured by a first lien       2360               16.86
## 19269       Secured by a first lien       3900                2.49
## 19273       Secured by a first lien       2577               47.54
## 19291       Secured by a first lien       2577               47.54
## 19297       Secured by a first lien       5005               25.81
## 19325       Secured by a first lien       3223               41.79
## 19334       Secured by a first lien       5929                5.41
## 19348       Secured by a first lien       7481               54.50
## 19367       Secured by a first lien       3223               41.79
## 19369       Secured by a first lien       4272               14.63
## 19384       Secured by a first lien       9722               36.37
## 19387       Secured by a first lien       9116               20.44
## 19393       Secured by a first lien       2674               40.95
## 19397       Secured by a first lien       8963               30.32
## 19405       Secured by a first lien       2674               40.95
## 19411       Secured by a first lien       2674               40.95
## 19414       Secured by a first lien      12427               23.61
## 19423       Secured by a first lien       4467               11.86
## 19437       Secured by a first lien       3126                5.85
## 19438 Secured by a subordinate lien       5005               25.81
## 19441       Secured by a first lien       6527               59.92
## 19447       Secured by a first lien       3875               11.41
## 19451       Secured by a first lien       3139               37.08
## 19454         Not secured by a lien       3346                4.90
## 19486       Secured by a first lien       5599               18.59
## 19489       Secured by a first lien       4267               90.44
## 19516       Secured by a first lien       6735               24.60
## 19519       Secured by a first lien       4402               74.97
## 19546       Secured by a first lien       9521               18.12
## 19587       Secured by a first lien       7654               21.98
## 19602       Secured by a first lien       2724               96.15
## 19603       Secured by a first lien       5407               91.55
## 19611       Secured by a first lien       2954                9.75
## 19629       Secured by a first lien       9138               15.86
## 19655                Not applicable       2900               20.66
## 19657       Secured by a first lien       7159               25.87
## 19675       Secured by a first lien       6330               20.28
## 19682       Secured by a first lien       5622               97.15
## 19691       Secured by a first lien       4289               21.43
## 19701       Secured by a first lien      10840               22.64
## 19709       Secured by a first lien       4289               21.43
## 19715       Secured by a first lien       4289               21.43
## 19720       Secured by a first lien       4358               16.13
## 19723       Secured by a first lien       4373               90.46
## 19729       Secured by a first lien       5493               94.68
## 19735       Secured by a first lien       4858               43.87
## 19753       Secured by a first lien       9296               13.58
## 19754       Secured by a first lien       3179                8.37
## 19756       Secured by a first lien       4358               16.13
## 19761       Secured by a first lien       2513               85.79
## 19762       Secured by a first lien       2604               26.11
## 19763         Not secured by a lien       3690               40.05
## 19765       Secured by a first lien       4358               16.13
## 19786       Secured by a first lien       5082                6.87
## 19789       Secured by a first lien       4409               28.69
## 19801       Secured by a first lien       4409               28.69
## 19807       Secured by a first lien       7675               13.98
## 19811       Secured by a first lien       3674               16.96
## 19816       Secured by a first lien       2360               16.86
## 19817       Secured by a first lien       3674               16.96
## 19819       Secured by a first lien       4409               28.69
## 19823       Secured by a first lien       3674               16.96
## 19835       Secured by a first lien       3690               40.05
## 19843       Secured by a first lien       4774               30.18
## 19849       Secured by a first lien       4774               30.18
## 19855       Secured by a first lien       4774               30.18
## 19859       Secured by a first lien       3674               16.96
## 19861       Secured by a first lien       4774               30.18
## 19867       Secured by a first lien       4774               30.18
## 19873       Secured by a first lien       3158               12.44
## 19887       Secured by a first lien       2604               26.11
## 19895       Secured by a first lien       2961               31.71
## 19899         Not secured by a lien       5180                5.64
## 19901       Secured by a first lien       2961               31.71
## 19909       Secured by a first lien       5002               79.43
## 19925       Secured by a first lien       4273               34.26
## 19939       Secured by a first lien       3582               32.94
## 19940       Secured by a first lien       4601               22.58
## 19945 Secured by a subordinate lien       5290               53.25
## 19981 Secured by a subordinate lien       7481               54.50
## 19999       Secured by a first lien       4488               18.11
## 20027       Secured by a first lien       5772               36.40
## 20032       Secured by a first lien       3349               13.23
## 20035       Secured by a first lien       3763               78.21
## 20044       Secured by a first lien       7413               30.86
## 20060 Secured by a subordinate lien       5392               19.96
## 20061       Secured by a first lien       4669                2.66
## 20063       Secured by a first lien       2104               42.59
## 20072       Secured by a first lien       5597               30.73
## 20080                Not applicable       7368               22.27
## 20081       Secured by a first lien       2104               42.59
## 20104       Secured by a first lien      10650               47.62
## 20116       Secured by a first lien       7853               27.85
## 20136       Secured by a first lien       5825                9.10
## 20166       Secured by a first lien       5825                9.10
## 20167       Secured by a first lien       7671               15.15
## 20175       Secured by a first lien       3627               97.44
## 20181       Secured by a first lien       9358               21.62
## 20184       Secured by a first lien       5825                9.10
## 20185       Secured by a first lien         15               26.67
## 20187       Secured by a first lien       7456               19.70
## 20198                Not applicable       3574                6.49
## 20203       Secured by a first lien       7671               15.15
## 20206       Secured by a first lien       9120               16.62
## 20218       Secured by a first lien       2675                6.88
## 20227       Secured by a first lien       5005               25.81
## 20231       Secured by a first lien       3928               46.36
## 20233       Secured by a first lien       5412               17.83
## 20236       Secured by a first lien       3335               16.64
## 20237       Secured by a first lien       3928               46.36
## 20250       Secured by a first lien       5825                9.10
## 20299       Secured by a first lien       5412               17.83
## 20301       Secured by a first lien      10840               22.64
## 20302       Secured by a first lien       4938               38.96
## 20308       Secured by a first lien      14693               30.18
## 20326       Secured by a first lien       8012               27.13
## 20332       Secured by a first lien      10095               14.44
## 20339       Secured by a first lien       3652               38.86
## 20341       Secured by a first lien      12427               23.61
## 20367       Secured by a first lien       6698               24.01
## 20393       Secured by a first lien       3278               34.93
## 20395       Secured by a first lien       4374               33.95
## 20398       Secured by a first lien       2949               88.23
## 20399         Not secured by a lien       3278               34.93
## 20401       Secured by a first lien       5412               17.83
## 20409       Secured by a first lien       3155               34.14
## 20410         Not secured by a lien       7574               46.67
## 20416       Secured by a first lien       4858               43.87
## 20418       Secured by a first lien       7005                7.95
## 20428       Secured by a first lien       5492               10.21
## 20433       Secured by a first lien      15880               15.92
## 20439       Secured by a first lien       7413               30.86
## 20449       Secured by a first lien      10650               47.62
## 20459       Secured by a first lien       3694               33.24
## 20469       Secured by a first lien       4349                4.51
## 20488       Secured by a first lien       4917               10.03
## 20501       Secured by a first lien       4674               30.68
## 20511       Secured by a first lien       5071                7.63
## 20516       Secured by a first lien       7830               11.14
## 20517       Secured by a first lien      10650               47.62
## 20519       Secured by a first lien       4674               30.68
## 20521       Secured by a first lien       2666               20.71
## 20523       Secured by a first lien       5677               16.70
## 20524       Secured by a first lien       6468               17.10
## 20545       Secured by a first lien       3244               15.41
## 20560       Secured by a first lien       6751               23.39
## 20561       Secured by a first lien       4674               30.68
## 20579       Secured by a first lien       4674               30.68
## 20592       Secured by a first lien       3018                1.82
## 20596       Secured by a first lien       4388               17.05
## 20605       Secured by a first lien       2340               45.13
## 20621       Secured by a first lien       4674               30.68
## 20631       Secured by a first lien      10840               22.64
## 20644       Secured by a first lien       2345               15.18
## 20653       Secured by a first lien       4858               43.87
## 20685       Secured by a first lien       9135               24.86
## 20686       Secured by a first lien       8413               75.57
## 20701       Secured by a first lien       2818               40.21
## 20703       Secured by a first lien       6104               88.84
## 20716       Secured by a first lien       7325               34.10
## 20723       Secured by a first lien       2577               47.54
## 20728       Secured by a first lien       9064               33.08
## 20740 Secured by a subordinate lien       3871                7.34
## 20745       Secured by a first lien       5216               28.83
## 20765       Secured by a first lien       1860               84.46
## 20795       Secured by a first lien       3929               72.64
## 20812       Secured by a first lien       7640               34.88
## 20815       Secured by a first lien       2717               34.38
## 20824       Secured by a first lien       2278               31.26
## 20836       Secured by a first lien       7654               21.98
## 20841       Secured by a first lien       6760               25.90
## 20845 Secured by a subordinate lien       7654               21.98
## 20849       Secured by a first lien       3929               72.64
## 20853       Secured by a first lien       6547               20.12
## 20872       Secured by a first lien       5599               18.59
## 20886       Secured by a first lien       3890               10.05
## 20897 Secured by a subordinate lien       5697               91.61
## 20907       Secured by a first lien      11688               20.14
## 20917       Secured by a first lien       3406               26.10
## 20920       Secured by a first lien       8794               30.75
## 20926       Secured by a first lien      10151               20.37
## 20944       Secured by a first lien       6788                4.80
## 20962       Secured by a first lien       8012               27.13
## 20968       Secured by a first lien       3726               29.50
## 20980                Not applicable       4482               25.88
## 20992       Secured by a first lien       2710               20.96
## 21003       Secured by a first lien       8032               30.78
## 21013       Secured by a first lien       2423               51.09
## 21027       Secured by a first lien       2666               20.71
## 21028       Secured by a first lien       7481               54.50
## 21046       Secured by a first lien       6416               20.75
## 21049       Secured by a first lien       4938               38.96
## 21056                Not applicable       6167                7.41
## 21095                Not applicable       1738               58.98
## 21103       Secured by a first lien       6751               23.39
## 21106       Secured by a first lien       4374               33.95
## 21115       Secured by a first lien       2604               26.11
## 21117 Secured by a subordinate lien       5084               65.15
## 21127         Not secured by a lien       4706               12.24
## 21141       Secured by a first lien       5032               18.90
## 21148       Secured by a first lien       6665               34.88
## 21153       Secured by a first lien       6760               25.90
## 21155       Secured by a first lien       4402               74.97
## 21166       Secured by a first lien      12427               23.61
## 21172       Secured by a first lien       6468               17.10
## 21173       Secured by a first lien       4402               74.97
## 21178       Secured by a first lien       5171               16.46
## 21185       Secured by a first lien       4402               74.97
## 21202       Secured by a first lien       8012               27.13
## 21208       Secured by a first lien       3155               34.14
## 21217       Secured by a first lien       2520               32.86
## 21219       Secured by a first lien       4446               38.21
## 21220       Secured by a first lien       5216               28.83
## 21229       Secured by a first lien       6330               20.28
## 21231       Secured by a first lien       4772               24.46
## 21255       Secured by a first lien       5216               28.83
## 21256       Secured by a first lien       7008               11.93
## 21261       Secured by a first lien       8794               30.75
## 21269       Secured by a first lien       2891                3.01
## 21271       Secured by a first lien       5612               19.16
## 21277       Secured by a first lien       2520               32.86
## 21280       Secured by a first lien       7259               13.71
## 21292       Secured by a first lien       7481               54.50
## 21295       Secured by a first lien       1889               42.99
## 21305       Secured by a first lien       5407               91.55
## 21319         Not secured by a lien       5612               19.16
## 21327       Secured by a first lien       3726               29.50
## 21328       Secured by a first lien       3206               30.60
## 21346       Secured by a first lien       8032               30.78
## 21364       Secured by a first lien       5599               18.59
## 21377       Secured by a first lien       3860               83.45
## 21391       Secured by a first lien       7640               34.88
## 21415       Secured by a first lien       3318               13.68
## 21429       Secured by a first lien       6384               59.09
## 21439       Secured by a first lien       3318               13.68
## 21445       Secured by a first lien      12427               23.61
## 21457       Secured by a first lien       3318               13.68
## 21487       Secured by a first lien       2420               20.21
## 21505       Secured by a first lien       3191               31.06
## 21511       Secured by a first lien       3191               31.06
## 21522       Secured by a first lien       2986               11.52
## 21532       Secured by a first lien       4917               10.03
## 21533       Secured by a first lien       3781               10.74
## 21538       Secured by a first lien       2963               31.49
## 21545       Secured by a first lien       4774               30.18
## 21557       Secured by a first lien       4774               30.18
## 21563       Secured by a first lien       4774               30.18
## 21571       Secured by a first lien       3191               31.06
## 21574                Not applicable       3871                7.34
## 21575       Secured by a first lien       4774               30.18
## 21587       Secured by a first lien       4774               30.18
## 21589       Secured by a first lien       3191               31.06
## 21592       Secured by a first lien       7675               13.98
## 21597       Secured by a first lien       5641               21.15
## 21607       Secured by a first lien       3191               31.06
## 21609       Secured by a first lien       6546               22.90
## 21622       Secured by a first lien       3158               12.44
## 21635       Secured by a first lien       5002               79.43
## 21638         Not secured by a lien       4485               85.57
## 21643       Secured by a first lien       3191               31.06
## 21664       Secured by a first lien       6760               25.90
## 21679       Secured by a first lien       3191               31.06
## 21712       Secured by a first lien       8232               29.87
## 21713       Secured by a first lien       3799               12.58
## 21718       Secured by a first lien       2963               31.49
## 21721       Secured by a first lien       3191               31.06
## 21723       Secured by a first lien       4686               43.56
## 21725       Secured by a first lien       5176                4.79
## 21727 Secured by a subordinate lien       3191               31.06
## 21733       Secured by a first lien       3191               31.06
## 21736       Secured by a first lien       5338               29.86
## 21739       Secured by a first lien       7456               19.70
## 21743       Secured by a first lien       5412               17.83
## 21745       Secured by a first lien       3191               31.06
## 21751       Secured by a first lien       4581               28.64
## 21760       Secured by a first lien       7306               39.94
## 21778       Secured by a first lien       4235               89.73
## 21787       Secured by a first lien       3191               31.06
## 21797       Secured by a first lien       5412               17.83
## 21808       Secured by a first lien       6529                2.54
## 21822       Secured by a first lien       1747                3.09
## 21839       Secured by a first lien       5412               17.83
## 21856       Secured by a first lien       8131               33.27
## 21871       Secured by a first lien       7675               13.98
## 21877       Secured by a first lien       3540               32.23
## 21881       Secured by a first lien       3244               15.41
## 21886       Secured by a first lien       2751                9.16
## 21903       Secured by a first lien       6330               20.28
## 21905       Secured by a first lien       3244               15.41
## 21909       Secured by a first lien       6698               24.01
## 21921       Secured by a first lien       9120               16.62
## 21931       Secured by a first lien       2455               47.45
## 21940       Secured by a first lien       6974               46.44
## 21969       Secured by a first lien       7748               16.33
## 21975       Secured by a first lien       1952               11.99
## 21995       Secured by a first lien       6524                3.53
## 21996       Secured by a first lien       4167                5.81
## 22054       Secured by a first lien       4938               38.96
## 22066       Secured by a first lien       4680               52.61
## 22095       Secured by a first lien       5195               27.10
## 22102       Secured by a first lien      10840               22.64
## 22105       Secured by a first lien       1087               27.23
## 22108       Secured by a first lien       6764                9.30
## 22153       Secured by a first lien       1087               27.23
## 22204       Secured by a first lien       5677               16.70
## 22215       Secured by a first lien       3035               59.51
## 22265       Secured by a first lien       2143               36.30
## 22271       Secured by a first lien       2510               18.57
## 22291       Secured by a first lien       1550               65.29
## 22294       Secured by a first lien       4130               31.11
## 22303                Not applicable       8012               27.13
## 22307       Secured by a first lien       2520               32.86
## 22329       Secured by a first lien       5644               12.58
## 22333       Secured by a first lien       3038               32.55
## 22336       Secured by a first lien       6760               25.90
## 22339       Secured by a first lien       3038               32.55
## 22343       Secured by a first lien       1889               42.99
## 22347       Secured by a first lien       3752               25.35
## 22348       Secured by a first lien       6502               42.37
## 22355       Secured by a first lien       1889               42.99
## 22361                Not applicable       1889               42.99
## 22373       Secured by a first lien       1889               42.99
## 22395       Secured by a first lien       9135               24.86
## 22400       Secured by a first lien       1783               10.94
## 22411 Secured by a subordinate lien       3157               44.19
## 22413       Secured by a first lien       4358               16.13
## 22414       Secured by a first lien       5338               29.86
## 22427       Secured by a first lien       3318               13.68
## 22433       Secured by a first lien       3318               13.68
## 22435       Secured by a first lien       8794               30.75
## 22453       Secured by a first lien       7644               19.19
## 22455       Secured by a first lien       3132               90.74
## 22463       Secured by a first lien       3191               31.06
## 22468       Secured by a first lien       7675               13.98
## 22475       Secured by a first lien       3191               31.06
## 22492       Secured by a first lien       5216               28.83
## 22497       Secured by a first lien       5045               19.21
## 22503       Secured by a first lien       2766               84.35
## 22515       Secured by a first lien       2278               31.26
## 22517       Secured by a first lien       3191               31.06
## 22522       Secured by a first lien       4747               27.22
## 22526       Secured by a first lien       6167                7.41
## 22528       Secured by a first lien       4463               20.91
## 22535       Secured by a first lien       6602               11.01
## 22537       Secured by a first lien       1841               37.53
## 22547       Secured by a first lien       3191               31.06
## 22551 Secured by a subordinate lien       4398                9.60
## 22552       Secured by a first lien       5252                8.70
## 22558       Secured by a first lien       2636               27.01
## 22567       Secured by a first lien       2666               20.71
## 22576       Secured by a first lien       9358               21.62
## 22579       Secured by a first lien       4295               23.80
## 22583       Secured by a first lien       3191               31.06
## 22589       Secured by a first lien       3191               31.06
## 22591       Secured by a first lien       4295               23.80
## 22595       Secured by a first lien       3191               31.06
## 22606       Secured by a first lien       7481               54.50
## 22612       Secured by a first lien       9722               36.37
## 22615       Secured by a first lien      12427               23.61
## 22619       Secured by a first lien       3191               31.06
## 22624 Secured by a subordinate lien       5934               21.92
## 22636       Secured by a first lien       2675                6.88
## 22637       Secured by a first lien       3191               31.06
## 22643       Secured by a first lien       3191               31.06
## 22648       Secured by a first lien       5005               25.81
## 22651       Secured by a first lien       4295               23.80
## 22665       Secured by a first lien       5216               28.83
## 22666       Secured by a first lien        287                7.32
## 22677       Secured by a first lien       7481               54.50
## 22679         Not secured by a lien       3191               31.06
## 22681       Secured by a first lien       4295               23.80
## 22684       Secured by a first lien       6781               32.92
## 22685       Secured by a first lien       3191               31.06
## 22695       Secured by a first lien       3776               11.73
## 22696       Secured by a first lien       6470               34.31
## 22697       Secured by a first lien       3540               32.23
## 22709       Secured by a first lien       3540               32.23
## 22711       Secured by a first lien       4295               23.80
## 22715       Secured by a first lien       3540               32.23
## 22717       Secured by a first lien       4295               23.80
## 22723       Secured by a first lien       4295               23.80
## 22735       Secured by a first lien       4295               23.80
## 22738       Secured by a first lien       9296               13.58
## 22741       Secured by a first lien       4295               23.80
## 22744         Not secured by a lien       5216               28.83
## 22745       Secured by a first lien       2455               47.45
## 22756       Secured by a first lien       9296               13.58
## 22762                Not applicable       7608               34.38
## 22763       Secured by a first lien       6602               11.01
## 22767       Secured by a first lien       7748               16.33
## 22786       Secured by a first lien       6468               17.10
## 22792       Secured by a first lien       3726               29.50
## 22803       Secured by a first lien       5311               16.38
## 22805       Secured by a first lien       2455               47.45
## 22810       Secured by a first lien      13162               17.13
## 22815       Secured by a first lien       3268               36.51
## 22823       Secured by a first lien       2455               47.45
## 22834       Secured by a first lien       2345               15.18
## 22846       Secured by a first lien       5171               16.46
## 22852       Secured by a first lien       7501                9.69
## 22855       Secured by a first lien       5677               16.70
## 22866       Secured by a first lien       6250                4.61
## 22903       Secured by a first lien      11688               20.14
## 22911       Secured by a first lien       3176               76.98
## 22963       Secured by a first lien       5005               25.81
## 22981       Secured by a first lien       6735               24.60
## 22996       Secured by a first lien       7640               34.88
## 23019       Secured by a first lien       3752               25.35
## 23020       Secured by a first lien       6824                5.76
## 23029       Secured by a first lien       6226               10.62
## 23038       Secured by a first lien       6735               24.60
## 23039       Secured by a first lien       6732                5.51
## 23053       Secured by a first lien       4162               31.11
## 23066       Secured by a first lien       5158               12.14
## 23071                Not applicable       4357               26.99
## 23078       Secured by a first lien       5158               12.14
## 23079       Secured by a first lien       1626               25.58
## 23089       Secured by a first lien       4162               31.11
## 23095       Secured by a first lien       4162               31.11
## 23104       Secured by a first lien       5216               28.83
## 23107       Secured by a first lien       6698               24.01
## 23113       Secured by a first lien       4029               22.46
## 23125       Secured by a first lien       5045               19.21
## 23143       Secured by a first lien       4029               22.46
## 23149       Secured by a first lien       4029               22.46
## 23151       Secured by a first lien       3089               72.45
## 23155       Secured by a first lien       4029               22.46
## 23157       Secured by a first lien       7325               34.10
## 23158       Secured by a first lien       6781               32.92
## 23167       Secured by a first lien       4029               22.46
## 23173       Secured by a first lien       4029               22.46
## 23182       Secured by a first lien       5242               57.67
## 23224       Secured by a first lien       5455               35.45
## 23230       Secured by a first lien       9358               21.62
## 23245       Secured by a first lien       2360               16.86
## 23254       Secured by a first lien       5531               31.71
## 23257       Secured by a first lien       6751               23.39
## 23265       Secured by a first lien       6735               24.60
## 23299       Secured by a first lien       5934               21.92
## 23302 Secured by a subordinate lien       6760               25.90
## 23321       Secured by a first lien       4295               23.80
## 23325       Secured by a first lien       5071                7.63
## 23329       Secured by a first lien       7654               21.98
## 23337       Secured by a first lien       6011                5.82
## 23356       Secured by a first lien       4210               24.49
## 23369       Secured by a first lien       4295               23.80
## 23387       Secured by a first lien       4295               23.80
## 23407       Secured by a first lien       3985               22.48
## 23416       Secured by a first lien       6702                5.45
## 23423       Secured by a first lien       4295               23.80
## 23432       Secured by a first lien       3019               20.27
## 23435       Secured by a first lien       5612                3.67
## 23446       Secured by a first lien      14693               30.18
## 23449       Secured by a first lien       3985               22.48
## 23452       Secured by a first lien       6115               21.10
## 23475       Secured by a first lien       4998               21.79
## 23479       Secured by a first lien       3985               22.48
## 23480       Secured by a first lien       5512               17.42
## 23481       Secured by a first lien       3755               62.64
## 23485       Secured by a first lien       3985               22.48
## 23507       Secured by a first lien       4295               23.80
## 23522       Secured by a first lien       4480               27.12
## 23539       Secured by a first lien       4304               29.55
## 23545       Secured by a first lien       4304               29.55
## 23547       Secured by a first lien      14693               30.18
## 23563       Secured by a first lien       4304               29.55
## 23566       Secured by a first lien       8032               30.78
## 23573       Secured by a first lien       4295               23.80
## 23576       Secured by a first lien       6132               38.98
## 23584       Secured by a first lien       8232               29.87
## 23593       Secured by a first lien       3726               29.50
## 23596       Secured by a first lien       1166               23.50
## 23599       Secured by a first lien       4304               29.55
## 23606       Secured by a first lien       4249               23.77
## 23607       Secured by a first lien       4878               70.01
## 23608       Secured by a first lien       3140               46.69
## 23619       Secured by a first lien       7535               13.19
## 23629       Secured by a first lien       4304               29.55
## 23631       Secured by a first lien       6115               21.10
## 23648       Secured by a first lien       6268               35.11
## 23656                Not applicable       2636               27.01
## 23659       Secured by a first lien       4304               29.55
## 23665       Secured by a first lien       4304               29.55
## 23671       Secured by a first lien       4304               29.55
## 23677       Secured by a first lien       4304               29.55
## 23683       Secured by a first lien       8012               27.13
## 23689       Secured by a first lien       4304               29.55
## 23707       Secured by a first lien       4304               29.55
## 23714       Secured by a first lien       6057               36.75
## 23741       Secured by a first lien       5962               68.82
## 23755       Secured by a first lien       8032               30.78
## 23757       Secured by a first lien       2345               15.18
## 23783 Secured by a subordinate lien       5962               68.82
## 23788       Secured by a first lien       2899               23.84
## 23800       Secured by a first lien       4358               16.13
## 23803                Not applicable       5879               16.64
## 23807       Secured by a first lien       5962               68.82
## 23821       Secured by a first lien       2604               26.11
## 23824       Secured by a first lien       9296               13.58
## 23836       Secured by a first lien       7259               13.71
## 23848       Secured by a first lien       4323               14.04
## 23853       Secured by a first lien       4463               20.91
## 23871       Secured by a first lien       5311               16.38
## 23883       Secured by a first lien       6735               24.60
## 23890       Secured by a first lien       6808               83.08
## 23909 Secured by a subordinate lien       4162               31.11
## 23914       Secured by a first lien       3194               84.06
## 23918       Secured by a first lien       5455               35.45
## 23919       Secured by a first lien       8713               10.01
## 23926       Secured by a first lien       6887               41.35
## 23930       Secured by a first lien       4130               31.11
## 23931       Secured by a first lien       4216               49.95
## 23943       Secured by a first lien       4358               16.13
## 23947       Secured by a first lien       5934               21.92
## 23950       Secured by a first lien       5531               31.71
## 23963       Secured by a first lien       4029               22.46
## 23969       Secured by a first lien       4029               22.46
## 23974       Secured by a first lien       5171               16.46
## 23979       Secured by a first lien       5841               13.78
## 23984       Secured by a first lien       6488               37.13
## 23987       Secured by a first lien       4029               22.46
## 24004       Secured by a first lien       7897               65.15
## 24014       Secured by a first lien       6488               37.13
## 24023       Secured by a first lien       4029               22.46
## 24029       Secured by a first lien       4029               22.46
## 24031       Secured by a first lien       7325               34.10
## 24033       Secured by a first lien      13162               17.13
## 24040       Secured by a first lien       6781               32.92
## 24046       Secured by a first lien       6468               17.10
## 24050       Secured by a first lien       6488               37.13
## 24051       Secured by a first lien       7897               65.15
## 24081       Secured by a first lien       7481               54.50
## 24087       Secured by a first lien       4581               28.64
## 24098       Secured by a first lien       4557               32.54
## 24105         Not secured by a lien       7864               19.11
## 24107       Secured by a first lien       2600               24.38
## 24122       Secured by a first lien       5675               27.38
## 24128       Secured by a first lien       5675               27.38
## 24140       Secured by a first lien       5675               27.38
## 24145       Secured by a first lien       4276               22.24
## 24147       Secured by a first lien       5379               85.41
## 24164       Secured by a first lien       4035               10.11
## 24165       Secured by a first lien       4857               16.04
## 24172       Secured by a first lien       8875               30.17
## 24182       Secured by a first lien       4035               10.11
## 24185                Not applicable       4515                6.25
## 24210       Secured by a first lien       5886                9.24
## 24213       Secured by a first lien       7481               54.50
## 24217 Secured by a subordinate lien       2836                6.63
## 24223       Secured by a first lien       7481               54.50
## 24225       Secured by a first lien       7481               54.50
## 24232       Secured by a first lien       5195               27.10
## 24233       Secured by a first lien       3985               22.48
## 24236       Secured by a first lien       4323               14.04
## 24245       Secured by a first lien       4515                6.25
## 24248       Secured by a first lien       4323               14.04
## 24254         Not secured by a lien       4323               14.04
## 24272       Secured by a first lien       4323               14.04
## 24280       Secured by a first lien       8032               30.78
## 24284       Secured by a first lien       4323               14.04
## 24290       Secured by a first lien       4323               14.04
## 24292       Secured by a first lien      10151               20.37
## 24310       Secured by a first lien       9358               21.62
## 24311       Secured by a first lien       4304               29.55
## 24313       Secured by a first lien       5177                9.31
## 24314       Secured by a first lien       2751                9.16
## 24325       Secured by a first lien       3900                7.95
## 24334       Secured by a first lien       7325               34.10
## 24341       Secured by a first lien       4304               29.55
## 24350       Secured by a first lien       2751                9.16
## 24352       Secured by a first lien       6735               24.60
## 24359       Secured by a first lien       4304               29.55
## 24365       Secured by a first lien       4304               29.55
## 24371       Secured by a first lien       4304               29.55
## 24377         Not secured by a lien       4304               29.55
## 24389       Secured by a first lien       4304               29.55
## 24395       Secured by a first lien       4304               29.55
## 24410       Secured by a first lien       6562               19.77
## 24423       Secured by a first lien      10151               20.37
## 24425       Secured by a first lien       4304               29.55
## 24449       Secured by a first lien       4304               29.55
## 24454       Secured by a first lien       3712               43.97
## 24464       Secured by a first lien       4917               10.03
## 24466       Secured by a first lien       5005               25.81
## 24472       Secured by a first lien       4581               28.64
## 24473       Secured by a first lien       4304               29.55
## 24488         Not secured by a lien       3270               18.44
## 24490       Secured by a first lien       4620               14.35
## 24506       Secured by a first lien       3349               13.23
## 24524       Secured by a first lien       3349               13.23
## 24549       Secured by a first lien      14693               30.18
## 24554       Secured by a first lien       2710               20.96
## 24566       Secured by a first lien       2710               20.96
## 24572 Secured by a subordinate lien       7853               27.85
## 24578       Secured by a first lien       7853               27.85
## 24584       Secured by a first lien       7853               27.85
## 24590       Secured by a first lien       7853               27.85
## 24596       Secured by a first lien       7853               27.85
## 24602       Secured by a first lien       7853               27.85
## 24608       Secured by a first lien       7853               27.85
## 24610       Secured by a first lien       5195               27.10
## 24614 Secured by a subordinate lien       7853               27.85
## 24658       Secured by a first lien       5216               28.83
## 24670       Secured by a first lien       5216               28.83
## 24675       Secured by a first lien       4862                7.20
## 24682       Secured by a first lien       3019               20.27
## 24700       Secured by a first lien       4374               33.95
## 24722       Secured by a first lien       5025               11.70
## 24723       Secured by a first lien      12427               23.61
## 24724       Secured by a first lien       5005               25.81
## 24740       Secured by a first lien       5025               11.70
## 24748       Secured by a first lien       9120               16.62
## 24785       Secured by a first lien       4460               13.88
## 24788       Secured by a first lien       2773               31.95
## 24795       Secured by a first lien       7101               20.03
## 24796       Secured by a first lien       3726               29.50
## 24813       Secured by a first lien       6735               24.60
## 24835       Secured by a first lien       8012               27.13
## 24837       Secured by a first lien       4858               43.87
## 24843       Secured by a first lien       6751               23.39
## 24854 Secured by a subordinate lien       2323               19.20
## 24860       Secured by a first lien       2323               19.20
## 24865       Secured by a first lien       9032               31.17
## 24886       Secured by a first lien       6115               21.10
## 24892       Secured by a first lien       6760               25.90
## 24927       Secured by a first lien       7574               46.67
## 24928       Secured by a first lien       3299               27.13
## 24940       Secured by a first lien       4581               28.64
## 24946       Secured by a first lien       5195               27.10
## 24950       Secured by a first lien       3871                7.34
## 24951       Secured by a first lien       6760               25.90
## 24956       Secured by a first lien       3871                7.34
## 24965       Secured by a first lien       6811               17.52
## 24975       Secured by a first lien       6468               17.10
## 24976       Secured by a first lien       2836                6.63
## 24982       Secured by a first lien       6476               35.89
## 24999       Secured by a first lien       3755               58.27
## 25011       Secured by a first lien       2710               20.96
## 25017       Secured by a first lien       6226               10.62
## 25027       Secured by a first lien       8957               22.97
## 25046       Secured by a first lien       2195               20.82
## 25089 Secured by a subordinate lien       7671               15.15
## 25102       Secured by a first lien       6751               23.39
## 25149       Secured by a first lien       4374               33.95
## 25172       Secured by a first lien       4404               33.02
## 25173       Secured by a first lien       6468               17.10
## 25185       Secured by a first lien       4388               17.05
## 25196       Secured by a first lien       5531               21.32
## 25210       Secured by a first lien       4388               17.05
## 25222       Secured by a first lien       9521               18.12
## 25240       Secured by a first lien       6131               12.09
## 25294       Secured by a first lien       7640               34.88
## 25304       Secured by a first lien       6199               59.07
## 25305       Secured by a first lien      14693               30.18
## 25318       Secured by a first lien       6735               24.60
## 25336       Secured by a first lien       5531               21.32
## 25365       Secured by a first lien       5216               28.83
## 25400       Secured by a first lien       3637                9.38
## 25406       Secured by a first lien       3637                9.38
## 25426       Secured by a first lien       8012               27.13
## 25431       Secured by a first lien      10151               20.37
## 25450       Secured by a first lien      10402               29.33
## 25461       Secured by a first lien       6665               34.88
## 25491       Secured by a first lien      14693               30.18
## 25503       Secured by a first lien       7413               30.86
## 25504                Not applicable       6226               10.62
## 25534       Secured by a first lien       9008               42.35
## 25540       Secured by a first lien       6808               83.08
## 25577       Secured by a first lien       4633               39.05
## 25588       Secured by a first lien       5934               21.92
## 25612       Secured by a first lien       6468               17.10
## 25654       Secured by a first lien       6760               25.90
## 25660       Secured by a first lien       7306               39.94
## 25675       Secured by a first lien       3726               29.50
## 25681       Secured by a first lien       6226               10.62
## 25696       Secured by a first lien       8310               27.32
## 25702       Secured by a first lien       3752               25.35
## 25705       Secured by a first lien       7671               15.15
## 25756       Secured by a first lien       5531               31.71
## 25771       Secured by a first lien       3161               42.11
## 25774       Secured by a first lien       7325               34.10
## 25796 Secured by a subordinate lien       5178                8.48
## 25803       Secured by a first lien       1952               11.99
## 25810       Secured by a first lien       8252               32.72
## 25885       Secured by a first lien       6330               20.28
## 25894       Secured by a first lien       6655               21.71
## 25906       Secured by a first lien       7481               54.50
## 25912       Secured by a first lien       4998               21.79
## 25931       Secured by a first lien       7167               81.08
## 25937       Secured by a first lien       7167               81.08
## 25939       Secured by a first lien       5030               16.86
## 25945       Secured by a first lien       9138               15.86
## 25948       Secured by a first lien       8012               27.13
## 25957       Secured by a first lien       4581               28.64
## 25971       Secured by a first lien       6191               14.29
## 26038       Secured by a first lien       4938               38.96
## 26067       Secured by a first lien      10095               14.44
## 26068       Secured by a first lien       3875               11.41
## 26077       Secured by a first lien       6178               91.39
## 26080       Secured by a first lien       4620               14.35
## 26126       Secured by a first lien       4584               11.10
## 26131       Secured by a first lien       4805               35.34
## 26143                Not applicable       6178               91.39
## 26155       Secured by a first lien       6178               91.39
## 26184       Secured by a first lien       2604                2.50
## 26188       Secured by a first lien       8310               27.32
## 26194       Secured by a first lien       1276               10.66
## 26296       Secured by a first lien       3161               42.11
## 26314       Secured by a first lien       5005               25.81
## 26321       Secured by a first lien       4994               62.86
## 26327                Not applicable       4994               62.86
## 26365       Secured by a first lien       6690               11.76
## 26371                Not applicable       6690               11.76
## 26385       Secured by a first lien       7671               15.15
## 26393       Secured by a first lien       3630               14.93
## 26398       Secured by a first lien       5152               25.04
## 26401       Secured by a first lien       8131               33.27
## 26431       Secured by a first lien       7176               11.85
## 26432       Secured by a first lien       3684               83.22
## 26443       Secured by a first lien       6690               11.76
## 26455       Secured by a first lien       6502               42.37
## 26457       Secured by a first lien       3844                9.29
## 26464       Secured by a first lien      15880               15.92
## 26485       Secured by a first lien       6698               24.01
## 26488       Secured by a first lien      12427               23.61
## 26506       Secured by a first lien       8310               27.32
## 26521       Secured by a first lien       1803               12.09
## 26527       Secured by a first lien       1803               12.09
## 26530       Secured by a first lien       7259               13.71
## 26542       Secured by a first lien       5005               25.81
## 26557       Secured by a first lien       8252               32.72
## 26563                Not applicable       5180               46.45
## 26572       Secured by a first lien       6416               20.75
## 26575       Secured by a first lien       5180               46.45
## 26596       Secured by a first lien       6751               23.39
## 26601       Secured by a first lien       6861               84.36
## 26608       Secured by a first lien       4272               14.63
## 26609         Not secured by a lien       6330                6.13
## 26620       Secured by a first lien       7325               34.10
## 26625       Secured by a first lien       6751               23.39
## 26650       Secured by a first lien       7748               16.33
## 26651       Secured by a first lien       7641               50.39
## 26683 Secured by a subordinate lien       4517                3.61
## 26708         Not secured by a lien       6104               88.84
## 26725 Secured by a subordinate lien      15880               15.92
## 26737       Secured by a first lien       5199               31.22
## 26770       Secured by a first lien       5379               85.41
## 26776       Secured by a first lien       3035               59.51
## 26782       Secured by a first lien       9064               33.08
## 26794       Secured by a first lien       5195               27.10
## 26799       Secured by a first lien       7456               19.70
## 26800       Secured by a first lien       1626               25.58
## 26851       Secured by a first lien      10402               29.33
## 26869       Secured by a first lien       7200               49.71
## 26902       Secured by a first lien       8598               85.26
## 26950       Secured by a first lien       3744               23.61
## 26956       Secured by a first lien       6976               53.00
## 26983       Secured by a first lien       6226               10.62
## 27000       Secured by a first lien       2948                4.82
## 27055       Secured by a first lien       5675               27.38
## 27075       Secured by a first lien       6702                5.45
## 27077       Secured by a first lien       3156               46.10
## 27082       Secured by a first lien       2710               20.96
## 27092       Secured by a first lien       3584               43.89
## 27111       Secured by a first lien       6178               91.39
## 27136       Secured by a first lien       6665               34.88
## 27163       Secured by a first lien       9296               13.58
## 27184       Secured by a first lien       3277               10.47
## 27190       Secured by a first lien      10151               20.37
## 27191       Secured by a first lien       2920               37.12
## 27196       Secured by a first lien       5677               16.70
## 27214       Secured by a first lien       5171               16.46
## 27217       Secured by a first lien       6918               18.78
## 27227       Secured by a first lien       2920               37.12
## 27245       Secured by a first lien       4845               55.09
## 27249       Secured by a first lien       6178               91.39
## 27265       Secured by a first lien       6488               37.13
## 27293       Secured by a first lien       3059               54.99
## 27301       Secured by a first lien       4467               11.86
## 27304       Secured by a first lien       5307               10.12
## 27309       Secured by a first lien       5531               21.32
## 27316       Secured by a first lien      10650               47.62
## 27322 Secured by a subordinate lien       2195               20.82
## 27328       Secured by a first lien       5171               16.46
## 27334       Secured by a first lien       9064               33.08
## 27338       Secured by a first lien       8295               62.83
## 27387       Secured by a first lien       7654               21.98
## 27389       Secured by a first lien       3059               54.99
## 27439       Secured by a first lien       4938               38.96
## 27447       Secured by a first lien       9116               20.44
## 27477       Secured by a first lien       3534               42.19
## 27505       Secured by a first lien       7654               21.98
## 27508       Secured by a first lien       7897               65.15
## 27511       Secured by a first lien       4980               11.85
## 27520       Secured by a first lien       5171               16.46
## 27528       Secured by a first lien       6295                4.48
## 27592       Secured by a first lien       3194               84.06
## 27602       Secured by a first lien       5946                9.65
## 27623                Not applicable       3354               52.33
## 27625         Not secured by a lien       4802               16.35
## 27637       Secured by a first lien       7654               21.98
## 27640       Secured by a first lien       5005               25.81
## 27643       Secured by a first lien       2054               55.94
## 27652                Not applicable       9064               33.08
## 27745       Secured by a first lien       7456               19.70
## 27778       Secured by a first lien       8241               98.09
## 27794       Secured by a first lien       3730               17.08
## 27808       Secured by a first lien       4908               35.02
## 27811       Secured by a first lien       6665               34.88
## 27814       Secured by a first lien       9296               13.58
## 27826       Secured by a first lien       9296               13.58
## 27856                Not applicable       9064               33.08
## 27861       Secured by a first lien       2345               15.18
## 27874       Secured by a first lien       5216               28.83
## 27875       Secured by a first lien       4517                3.61
## 27880       Secured by a first lien       2483               43.42
## 27886       Secured by a first lien       9008               42.35
## 27922       Secured by a first lien       7259               13.71
## 27934       Secured by a first lien       8310               27.32
## 27944       Secured by a first lien       3802                8.73
## 27946       Secured by a first lien       9064               33.08
## 27952       Secured by a first lien        982               27.19
## 27956       Secured by a first lien       3802                8.73
## 27968                Not applicable       3802                8.73
## 27981       Secured by a first lien       6690               11.76
## 27991       Secured by a first lien       4482               25.88
## 27992       Secured by a first lien       4398                9.60
## 27998       Secured by a first lien       4398                9.60
## 28006       Secured by a first lien       6502               42.37
## 28012       Secured by a first lien       7159               25.87
## 28028       Secured by a first lien       4398                9.60
## 28030       Secured by a first lien       6735               24.60
## 28034       Secured by a first lien       4398                9.60
## 28040       Secured by a first lien       4398                9.60
## 28044       Secured by a first lien       5676                9.94
## 28052       Secured by a first lien       4398                9.60
## 28084       Secured by a first lien       9522               57.12
## 28095       Secured by a first lien       3578               42.26
## 28104       Secured by a first lien       4226               10.91
## 28108       Secured by a first lien       4029               22.46
## 28129       Secured by a first lien       7306               39.94
## 28132       Secured by a first lien       5171               16.46
## 28136       Secured by a first lien       5180                5.64
## 28147       Secured by a first lien      11688               20.14
## 28156       Secured by a first lien       6861               84.36
## 28185       Secured by a first lien       7481               54.50
## 28196 Secured by a subordinate lien       5180                5.64
## 28198       Secured by a first lien       1626               25.58
## 28201       Secured by a first lien       9085               18.59
## 28223                Not applicable       4241               56.40
## 28225       Secured by a first lien       7325               34.10
## 28276                Not applicable      15880               15.92
## 28315       Secured by a first lien       4405                8.72
## 28330       Secured by a first lien      10151               20.37
## 28334       Secured by a first lien       3735               26.02
## 28339       Secured by a first lien       2932               67.19
## 28352       Secured by a first lien       3735               26.02
## 28375       Secured by a first lien       4323               14.04
## 28384       Secured by a first lien       9358               21.62
## 28396       Secured by a first lien       1733               27.52
## 28432       Secured by a first lien       7569               81.04
## 28444       Secured by a first lien       4272               14.63
## 28454       Secured by a first lien       6073               21.36
## 28462       Secured by a first lien       7259               13.71
## 28486       Secured by a first lien       7259               13.71
## 28487       Secured by a first lien       3578               42.26
## 28504       Secured by a first lien       6264               22.62
## 28517       Secured by a first lien       3528               24.89
## 28522       Secured by a first lien      14693               30.18
## 28523                Not applicable       3528               24.89
## 28529       Secured by a first lien       3528               24.89
## 28544       Secured by a first lien       6529                2.54
## 28547       Secured by a first lien       3528               24.89
## 28552       Secured by a first lien       4917               10.03
## 28553       Secured by a first lien       3528               24.89
## 28556       Secured by a first lien       6529                2.54
## 28558       Secured by a first lien       3140               46.69
## 28574       Secured by a first lien       6529                2.54
## 28582       Secured by a first lien       4917               10.03
## 28587       Secured by a first lien       2920               37.12
## 28588       Secured by a first lien       5531               31.71
## 28591       Secured by a first lien       3982                7.73
## 28601       Secured by a first lien       1517               70.67
## 28604       Secured by a first lien       2675                6.88
## 28610       Secured by a first lien       2675                6.88
## 28622       Secured by a first lien       2675                6.88
## 28627       Secured by a first lien       5512               17.42
## 28657       Secured by a first lien       2604               26.11
## 28658       Secured by a first lien       6824                5.76
## 28677       Secured by a first lien       3726               29.50
## 28705       Secured by a first lien      13162               17.13
## 28709       Secured by a first lien       3442               40.30
## 28712 Secured by a subordinate lien       6824                5.76
## 28730       Secured by a first lien       6824                5.76
## 28737       Secured by a first lien       1948               45.69
## 28748         Not secured by a lien       6824                5.76
## 28822       Secured by a first lien       2217               80.47
## 28833       Secured by a first lien       9015               18.81
## 28838       Secured by a first lien       4968               88.65
## 28843       Secured by a first lien       9116               20.44
## 28868 Secured by a subordinate lien       5084               65.15
## 28885       Secured by a first lien       7159               25.87
## 28889       Secured by a first lien       3556               60.35
## 28918       Secured by a first lien       3277               10.47
## 28936       Secured by a first lien       5005               25.81
## 28938       Secured by a first lien       6521                0.26
## 28954       Secured by a first lien       2604               26.11
## 28989       Secured by a first lien       3929               50.98
## 29013       Secured by a first lien       3299               27.13
## 29021       Secured by a first lien       2781               68.03
## 29032       Secured by a first lien       8599               62.15
## 29050       Secured by a first lien       5216               28.83
## 29069       Secured by a first lien       1734               79.58
## 29099       Secured by a first lien       1617               86.95
## 29109       Secured by a first lien       7259               13.71
## 29116       Secured by a first lien       2566               14.61
## 29122       Secured by a first lien       3925                8.46
## 29127       Secured by a first lien       2217               80.47
## 29128       Secured by a first lien       5005               25.81
## 29134         Not secured by a lien       6665               34.88
## 29143       Secured by a first lien       5171               16.46
## 29146       Secured by a first lien       5338               29.86
## 29170       Secured by a first lien       2019               45.47
## 29181       Secured by a first lien       5132               40.90
## 29188       Secured by a first lien       9521               18.12
## 29200       Secured by a first lien       7748               16.33
## 29212       Secured by a first lien       3861               15.57
## 29216       Secured by a first lien       7033               73.98
## 29242         Not secured by a lien       5338               29.86
## 29269       Secured by a first lien       4998               21.79
## 29272       Secured by a first lien       6760               25.90
## 29277       Secured by a first lien       5171               16.46
## 29283       Secured by a first lien       1703               98.65
## 29303       Secured by a first lien       1577               59.73
## 29311       Secured by a first lien       7413               30.86
## 29331       Secured by a first lien       3624                5.79
## 29381       Secured by a first lien       1990               90.20
## 29415       Secured by a first lien       2195               94.17
## 29460       Secured by a first lien       6887               41.35
## 29483       Secured by a first lien       1189               50.88
## 29503       Secured by a first lien       3080                5.03
## 29514       Secured by a first lien       6887               41.35
## 29515       Secured by a first lien        984               32.11
## 29523 Secured by a subordinate lien       7223               43.82
## 29526       Secured by a first lien       8875               30.17
## 29533       Secured by a first lien       2604               26.11
## 29555       Secured by a first lien       2337               47.54
## 29575       Secured by a first lien       7481               54.50
## 29592       Secured by a first lien         48              100.00
## 29604       Secured by a first lien       8164               72.80
## 29622       Secured by a first lien       8164               72.80
## 29674       Secured by a first lien       3758               58.57
## 29678         Not secured by a lien       3554               63.62
## 29683       Secured by a first lien       5677               16.70
## 29689       Secured by a first lien       3158               12.44
## 29700       Secured by a first lien       3712               43.97
## 29706       Secured by a first lien       3712               43.97
## 29713       Secured by a first lien       5045               19.21
## 29715       Secured by a first lien       7671               15.15
## 29730       Secured by a first lien       3712               43.97
## 29736       Secured by a first lien       3712               43.97
## 29745       Secured by a first lien       6376               23.67
## 29754       Secured by a first lien       6935               40.84
## 29760       Secured by a first lien       6935               40.84
## 29761       Secured by a first lien       7306               39.94
## 29779       Secured by a first lien       8032               30.78
## 29814       Secured by a first lien       8056               73.11
## 29829       Secured by a first lien       7279               19.16
## 29833       Secured by a first lien       6226               10.62
## 29856       Secured by a first lien       4446               73.91
## 29868       Secured by a first lien       4446               73.91
## 29889       Secured by a first lien       3802                8.73
## 29903       Secured by a first lien       3216               40.49
## 29936       Secured by a first lien       5622               91.75
## 29937       Secured by a first lien       6918               18.78
## 29947       Secured by a first lien       1276               10.66
## 29959       Secured by a first lien       4998               21.79
## 29964       Secured by a first lien       1840               86.96
## 29983       Secured by a first lien       5186                6.58
## 30000       Secured by a first lien       6808               83.08
## 30015       Secured by a first lien       2675                6.88
## 30018       Secured by a first lien       9259               91.91
## 30030       Secured by a first lien       8598               85.26
## 30034       Secured by a first lien       3288               96.87
## 30045       Secured by a first lien       7259               13.71
## 30054       Secured by a first lien       5319               81.63
## 30060       Secured by a first lien       5319               81.63
## 30085       Secured by a first lien      12554               96.56
## 30093       Secured by a first lien       7456               19.70
## 30138       Secured by a first lien       3089               72.45
## 30144       Secured by a first lien       3089               72.45
## 30162       Secured by a first lien       5379               85.41
## 30167       Secured by a first lien       3982                7.73
## 30180       Secured by a first lien       8413               75.57
## 30221       Secured by a first lien       7195               62.84
## 30225       Secured by a first lien       6974               46.44
## 30226       Secured by a first lien       2053               15.00
## 30235       Secured by a first lien       6974               46.44
## 30237       Secured by a first lien       6918               18.78
## 30246       Secured by a first lien       2949               88.23
## 30252       Secured by a first lien       2949               88.23
## 30253       Secured by a first lien       7481               54.50
## 30270       Secured by a first lien       2949               88.23
## 30282       Secured by a first lien       5069               31.76
## 30294       Secured by a first lien       4290               76.90
## 30300       Secured by a first lien       4290               76.90
## 30301       Secured by a first lien       6488               37.13
## 30303       Secured by a first lien       9116               20.44
## 30318       Secured by a first lien       3176               76.98
## 30342       Secured by a first lien       9722               36.37
## 30343       Secured by a first lien       4388               17.05
## 30353       Secured by a first lien       6078               32.46
## 30354       Secured by a first lien       9722               36.37
## 30359       Secured by a first lien       6078               32.46
## 30381       Secured by a first lien       9116               20.44
## 30408       Secured by a first lien       7608               34.38
## 30414       Secured by a first lien       7608               34.38
## 30426       Secured by a first lien       7608               34.38
## 30429       Secured by a first lien       4980               11.85
## 30444       Secured by a first lien       9327               65.18
## 30453       Secured by a first lien      15880               15.92
## 30465       Secured by a first lien       9135               24.86
## 30476       Secured by a first lien       6949               21.18
## 30484       Secured by a first lien       4210               29.07
## 30485       Secured by a first lien       2062                5.53
## 30503       Secured by a first lien       4311               20.95
## 30511       Secured by a first lien      10650               47.62
## 30517       Secured by a first lien       7325               13.17
## 30519       Secured by a first lien       6000               14.60
## 30533       Secured by a first lien       4311               20.95
## 30534       Secured by a first lien      12825               77.39
## 30540       Secured by a first lien      12825               77.39
## 30558       Secured by a first lien       8310               27.32
## 30564       Secured by a first lien       8310               27.32
## 30576       Secured by a first lien       8310               27.32
## 30588       Secured by a first lien       5174               43.08
## 30594       Secured by a first lien       5174               43.08
## 30605       Secured by a first lien       2062                5.53
## 30648       Secured by a first lien       8232               29.87
## 30654       Secured by a first lien       8232               29.87
## 30666       Secured by a first lien       9008               42.35
## 30678       Secured by a first lien       9008               42.35
## 30684       Secured by a first lien       9008               42.35
## 30685       Secured by a first lien       5604               18.24
## 30715       Secured by a first lien       8032               30.78
## 30716       Secured by a first lien       6661               28.37
## 30717       Secured by a first lien       3451               22.31
## 30738       Secured by a first lien       9064               33.08
## 30744       Secured by a first lien       9064               33.08
## 30756       Secured by a first lien       9064               33.08
## 30762       Secured by a first lien       3825               79.24
## 30768       Secured by a first lien       9522               57.12
## 30774       Secured by a first lien       9522               57.12
## 30780       Secured by a first lien       9522               57.12
## 30786       Secured by a first lien       9522               57.12
## 30809       Secured by a first lien       7240               34.36
## 30835       Secured by a first lien       7640               34.88
## 30840       Secured by a first lien      10840               22.64
## 30845                Not applicable       7240               34.36
## 30846       Secured by a first lien      10840               22.64
## 30852       Secured by a first lien      10840               22.64
## 30858       Secured by a first lien      10840               22.64
## 30872       Secured by a first lien       6510               25.07
## 30875       Secured by a first lien       3080                5.03
## 30876       Secured by a first lien      10840               22.64
## 30894       Secured by a first lien      10840               22.64
## 30900       Secured by a first lien      10840               22.64
## 30923       Secured by a first lien       3858               34.40
## 30960       Secured by a first lien       8486               37.18
## 30967       Secured by a first lien       8032               30.78
## 30972       Secured by a first lien       9135               24.86
## 30978       Secured by a first lien       9135               24.86
## 30984       Secured by a first lien       9135               24.86
## 30985       Secured by a first lien       7481               54.50
## 30990       Secured by a first lien       9135               24.86
## 30992       Secured by a first lien       6096               23.97
## 30996       Secured by a first lien       9135               24.86
## 31002       Secured by a first lien       9135               24.86
## 31005       Secured by a first lien       4878               70.01
## 31008       Secured by a first lien       9135               24.86
## 31014       Secured by a first lien       9135               24.86
## 31017       Secured by a first lien       4235               89.73
## 31043       Secured by a first lien       6234               29.74
## 31044       Secured by a first lien       7864               19.11
## 31048       Secured by a first lien       4595               36.39
## 31050       Secured by a first lien       7864               19.11
## 31056       Secured by a first lien       7864               19.11
## 31057       Secured by a first lien       1259               47.66
## 31062       Secured by a first lien       7864               19.11
## 31084       Secured by a first lien       4725               42.73
## 31086       Secured by a first lien       6760               25.90
## 31092       Secured by a first lien       6760               25.90
## 31093       Secured by a first lien       6098                6.49
## 31104       Secured by a first lien       7101               20.03
## 31117       Secured by a first lien       7481               54.50
## 31122       Secured by a first lien       7101               20.03
## 31128       Secured by a first lien       7101               20.03
## 31134       Secured by a first lien       7101               20.03
## 31140       Secured by a first lien       7101               20.03
## 31152       Secured by a first lien       7101               20.03
## 31158       Secured by a first lien       7101               20.03
## 31170       Secured by a first lien       6189               16.04
## 31176       Secured by a first lien       3562               35.01
## 31188       Secured by a first lien       3861               15.57
## 31194       Secured by a first lien       3861               15.57
## 31200       Secured by a first lien       3861               15.57
## 31206       Secured by a first lien       3861               15.57
## 31213       Secured by a first lien       7159               25.87
## 31224       Secured by a first lien       9120               16.62
## 31230       Secured by a first lien       9120               16.62
## 31248       Secured by a first lien       9120               16.62
## 31254       Secured by a first lien       9120               16.62
## 31260       Secured by a first lien       9120               16.62
## 31271       Secured by a first lien       2436               40.52
## 31276       Secured by a first lien       3330               32.94
## 31284       Secured by a first lien       9120               16.62
## 31296       Secured by a first lien       9120               16.62
## 31301       Secured by a first lien       1992               18.37
## 31314       Secured by a first lien       9120               16.62
## 31344       Secured by a first lien       5799               19.90
## 31350       Secured by a first lien       5799               19.90
## 31359       Secured by a first lien       5178                8.48
## 31362       Secured by a first lien       9521               18.12
## 31368       Secured by a first lien       9521               18.12
## 31371       Secured by a first lien       7671               15.15
## 31374       Secured by a first lien       9521               18.12
## 31380       Secured by a first lien       9521               18.12
## 31390       Secured by a first lien       5842               66.67
## 31392       Secured by a first lien       9521               18.12
## 31398       Secured by a first lien       9521               18.12
## 31405       Secured by a first lien       4323               14.04
## 31411       Secured by a first lien       2673               42.91
## 31421       Secured by a first lien       5221               87.47
## 31422       Secured by a first lien       9521               18.12
## 31428       Secured by a first lien       9521               18.12
## 31434       Secured by a first lien       9521               18.12
## 31440       Secured by a first lien       9521               18.12
## 31443       Secured by a first lien       8252               32.72
## 31446       Secured by a first lien       9521               18.12
## 31458       Secured by a first lien       2217               80.47
## 31465       Secured by a first lien       8131               33.27
## 31476       Secured by a first lien      10151               20.37
## 31494       Secured by a first lien      10151               20.37
## 31500       Secured by a first lien      10151               20.37
## 31503       Secured by a first lien       9008               42.35
## 31506       Secured by a first lien      10151               20.37
## 31517       Secured by a first lien       2699               61.43
## 31519       Secured by a first lien       5216               28.83
## 31524       Secured by a first lien      10151               20.37
## 31542       Secured by a first lien      14693               30.18
## 31554       Secured by a first lien      14693               30.18
## 31566       Secured by a first lien      14693               30.18
## 31572       Secured by a first lien      14693               30.18
## 31573       Secured by a first lien       7671               15.15
## 31581       Secured by a first lien       4374               33.95
## 31590       Secured by a first lien      14693               30.18
## 31608       Secured by a first lien      14693               30.18
## 31609       Secured by a first lien       2901                4.76
## 31614       Secured by a first lien      14693               30.18
## 31620       Secured by a first lien      14693               30.18
## 31621       Secured by a first lien       6665               34.88
## 31632       Secured by a first lien      14693               30.18
## 31638       Secured by a first lien      14693               30.18
## 31647       Secured by a first lien       4388               17.05
## 31655       Secured by a first lien       4686               80.13
## 31668       Secured by a first lien      14693               30.18
## 31669       Secured by a first lien       7306               39.94
## 31686       Secured by a first lien      14693               30.18
## 31692       Secured by a first lien      14693               30.18
## 31705       Secured by a first lien       5531               21.32
## 31710       Secured by a first lien       9358               21.62
## 31722       Secured by a first lien       9358               21.62
## 31728       Secured by a first lien       9358               21.62
## 31734       Secured by a first lien       9358               21.62
## 31749       Secured by a first lien       3349               13.23
## 31752       Secured by a first lien       9358               21.62
## 31758       Secured by a first lien       9358               21.62
## 31776       Secured by a first lien       7574               46.67
## 31788       Secured by a first lien       7481               54.50
## 31800       Secured by a first lien       7481               54.50
## 31807       Secured by a first lien       9358               21.62
## 31824       Secured by a first lien       5171               16.46
## 31830       Secured by a first lien       5171               16.46
## 31836       Secured by a first lien       5171               16.46
## 31843       Secured by a first lien       5599               18.59
## 31848       Secured by a first lien       1952               11.99
## 31849       Secured by a first lien       3800                5.32
## 31866       Secured by a first lien       1952               11.99
## 31872       Secured by a first lien       5934               21.92
## 31878       Secured by a first lien       5934               21.92
## 31884       Secured by a first lien       5934               21.92
## 31890       Secured by a first lien       5934               21.92
## 31896       Secured by a first lien       5934               21.92
## 31902       Secured by a first lien       5934               21.92
## 31905       Secured by a first lien       7748               16.33
## 31908       Secured by a first lien       5934               21.92
## 31932       Secured by a first lien       6751               23.39
## 31936       Secured by a first lien       6755               16.12
## 31938       Secured by a first lien       6751               23.39
## 31944       Secured by a first lien       6751               23.39
## 31945       Secured by a first lien       5531               31.71
## 31950       Secured by a first lien       3081               23.21
## 31956       Secured by a first lien       3081               23.21
## 31957       Secured by a first lien       3752               25.35
## 31962       Secured by a first lien       3081               23.21
## 31968       Secured by a first lien       3081               23.21
## 31974       Secured by a first lien       3161               42.11
## 32010       Secured by a first lien       7748               16.33
## 32015       Secured by a first lien       3283                1.46
## 32023       Secured by a first lien       4581               28.64
## 32027       Secured by a first lien       3283                1.46
## 32046       Secured by a first lien       4463               20.91
## 32051       Secured by a first lien       3283                1.46
## 32052       Secured by a first lien       4463               20.91
## 32058       Secured by a first lien       5195               27.10
## 32064       Secured by a first lien       5195               27.10
## 32070       Secured by a first lien       7675               13.98
## 32082       Secured by a first lien       7675               13.98
## 32088       Secured by a first lien       7675               13.98
## 32094       Secured by a first lien       7675               13.98
## 32096       Secured by a first lien       4607               97.61
## 32100       Secured by a first lien       7675               13.98
## 32117       Secured by a first lien       2088                4.26
## 32118       Secured by a first lien       5228               14.33
## 32125       Secured by a first lien       2363                3.26
## 32130       Secured by a first lien       5228               14.33
## 32136       Secured by a first lien       5228               14.33
## 32148       Secured by a first lien       5228               14.33
## 32154       Secured by a first lien       4467               11.86
## 32155 Secured by a subordinate lien       6330               20.28
## 32160       Secured by a first lien       4467               11.86
## 32172       Secured by a first lien       4467               11.86
## 32178       Secured by a first lien       7671               15.15
## 32190       Secured by a first lien       7671               15.15
## 32196       Secured by a first lien       7671               15.15
## 32201       Secured by a first lien       4006                2.60
## 32202       Secured by a first lien       7671               15.15
## 32207       Secured by a first lien       4006                2.60
## 32208       Secured by a first lien       7671               15.15
## 32212       Secured by a first lien       3851               68.71
## 32226       Secured by a first lien       7671               15.15
## 32232       Secured by a first lien       7671               15.15
## 32238       Secured by a first lien       7671               15.15
## 32246       Secured by a first lien       6702                5.45
## 32256       Secured by a first lien       8252               32.72
## 32270       Secured by a first lien       6702                5.45
## 32292       Secured by a first lien      13162               17.13
## 32304       Secured by a first lien      13162               17.13
## 32306       Secured by a first lien       6788                4.80
## 32313       Secured by a first lien       4476               60.01
## 32316       Secured by a first lien      13162               17.13
## 32318       Secured by a first lien       6788                4.80
## 32322       Secured by a first lien      13162               17.13
## 32323       Secured by a first lien       8957               22.97
## 32324       Secured by a first lien       6788                4.80
## 32334       Secured by a first lien      13162               17.13
## 32336       Secured by a first lien       6788                4.80
## 32354       Secured by a first lien       6788                4.80
## 32356 Secured by a subordinate lien       4726               98.98
## 32358       Secured by a first lien      13162               17.13
## 32360       Secured by a first lien       6788                4.80
## 32365       Secured by a first lien       3206               30.60
## 32366       Secured by a first lien       6788                4.80
## 32372       Secured by a first lien       6788                4.80
## 32377       Secured by a first lien      15880               15.92
## 32388       Secured by a first lien      13162               17.13
## 32394       Secured by a first lien       6698               24.01
## 32406       Secured by a first lien      15880               15.92
## 32418       Secured by a first lien      15880               15.92
## 32424       Secured by a first lien      15880               15.92
## 32430       Secured by a first lien      15880               15.92
## 32436       Secured by a first lien      15880               15.92
## 32448       Secured by a first lien      15880               15.92
## 32454       Secured by a first lien      15880               15.92
## 32457       Secured by a first lien       1334               53.30
## 32496       Secured by a first lien      11688               20.14
## 32514       Secured by a first lien      11688               20.14
## 32520       Secured by a first lien      11688               20.14
## 32532       Secured by a first lien      11688               20.14
## 32544       Secured by a first lien      11688               20.14
## 32553       Secured by a first lien       8486               37.18
## 32556       Secured by a first lien       4858               43.87
## 32562       Secured by a first lien       4858               43.87
## 32568       Secured by a first lien       4858               43.87
## 32580       Secured by a first lien       4858               43.87
## 32592       Secured by a first lien       4858               43.87
## 32601       Secured by a first lien       6760               25.90
## 32604       Secured by a first lien      10095               14.44
## 32622       Secured by a first lien      10095               14.44
## 32634       Secured by a first lien       3277               10.47
## 32640       Secured by a first lien       3277               10.47
## 32646       Secured by a first lien       3277               10.47
## 32647       Secured by a first lien       4581               28.64
## 32652       Secured by a first lien       3277               10.47
## 32653       Secured by a first lien       1270                1.10
## 32659       Secured by a first lien       7413               30.86
## 32664       Secured by a first lien       5755               43.98
## 32676       Secured by a first lien       5755               43.98
## 32678       Secured by a first lien       4908               35.02
## 32685                Not applicable       7457               15.93
## 32694       Secured by a first lien       5755               43.98
## 32705       Secured by a first lien       2316               95.68
## 32706       Secured by a first lien       5755               43.98
## 32708       Secured by a first lien       5006               27.43
## 32713       Secured by a first lien       1006                6.56
## 32717       Secured by a first lien       2316               95.68
## 32736       Secured by a first lien       6226               10.62
## 32742       Secured by a first lien       6226               10.62
## 32745       Secured by a first lien       3268               20.47
## 32748       Secured by a first lien       6226               10.62
## 32760       Secured by a first lien       6226               10.62
## 32764       Secured by a first lien      10073               24.76
## 32765       Secured by a first lien       2316               95.68
## 32766       Secured by a first lien       6226               10.62
## 32779       Secured by a first lien       2666               20.71
## 32784       Secured by a first lien       6974               46.44
## 32790       Secured by a first lien      12427               23.61
## 32794       Secured by a first lien      10073               24.76
## 32807       Secured by a first lien       2316               95.68
## 32808       Secured by a first lien      12427               23.61
## 32820       Secured by a first lien      12427               23.61
## 32826       Secured by a first lien      12427               23.61
## 32831       Secured by a first lien       2316               95.68
## 32832       Secured by a first lien      12427               23.61
## 32838       Secured by a first lien      12427               23.61
## 32844       Secured by a first lien      12427               23.61
## 32850       Secured by a first lien      12427               23.61
## 32857       Secured by a first lien       5010                2.40
## 32868       Secured by a first lien      12427               23.61
## 32871       Secured by a first lien       6716               82.62
## 32873       Secured by a first lien       2316               95.68
## 32874       Secured by a first lien      12427               23.61
## 32892       Secured by a first lien      10402               29.33
## 32899       Secured by a first lien       4388               17.05
## 32909       Secured by a first lien       4381               87.51
## 32911       Secured by a first lien       5171               16.46
## 32916       Secured by a first lien      10402               29.33
## 32928       Secured by a first lien      10402               29.33
## 32940       Secured by a first lien       3126                5.85
## 32941       Secured by a first lien       5839               27.15
## 32958       Secured by a first lien       3158               12.44
## 32964       Secured by a first lien       3158               12.44
## 32970       Secured by a first lien       3158               12.44
## 32976       Secured by a first lien       3158               12.44
## 32994       Secured by a first lien       9296               13.58
## 33000       Secured by a first lien       9296               13.58
## 33018       Secured by a first lien       3035               59.51
## 33024       Secured by a first lien       3035               59.51
## 33027       Secured by a first lien       3755               58.91
## 33030       Secured by a first lien       3035               59.51
## 33036       Secured by a first lien       2345               15.18
## 33048       Secured by a first lien       2345               15.18
## 33052       Secured by a first lien       5697               77.20
## 33054       Secured by a first lien       2345               15.18
## 33057       Secured by a first lien       5351               44.35
## 33060       Secured by a first lien       1276               10.66
## 33084       Secured by a first lien        287                7.32
## 33090       Secured by a first lien        287                7.32
## 33096       Secured by a first lien        792               15.03
## 33108       Secured by a first lien       7456               19.70
## 33109       Secured by a first lien       5839               27.15
## 33120       Secured by a first lien       7456               19.70
## 33125                Not applicable       6455               92.19
## 33131       Secured by a first lien       6455               92.19
## 33138       Secured by a first lien       9116               20.44
## 33144       Secured by a first lien       9116               20.44
## 33150       Secured by a first lien       9116               20.44
## 33157       Secured by a first lien       7897               65.15
## 33168       Secured by a first lien       9116               20.44
## 33180       Secured by a first lien       9116               20.44
## 33186       Secured by a first lien       9116               20.44
## 33195       Secured by a first lien       5512               17.42
## 33204       Secured by a first lien       9116               20.44
## 33216       Secured by a first lien       9116               20.44
## 33223       Secured by a first lien       6066               27.48
## 33228       Secured by a first lien       4482               25.88
## 33231       Secured by a first lien       5351               44.35
## 33246       Secured by a first lien       4482               25.88
## 33252       Secured by a first lien       4482               25.88
## 33270       Secured by a first lien       4482               25.88
## 33282       Secured by a first lien       7259               13.71
## 33288       Secured by a first lien       7259               13.71
## 33289       Secured by a first lien       2592                7.06
## 33294       Secured by a first lien       7259               13.71
## 33295       Secured by a first lien       2592                7.06
## 33303       Secured by a first lien       6655               21.71
## 33306       Secured by a first lien        982               27.19
## 33315       Secured by a first lien       2495               51.34
## 33318       Secured by a first lien        258               17.44
## 33324       Secured by a first lien       1683               25.79
## 33330       Secured by a first lien       4938               38.96
## 33348       Secured by a first lien       4938               38.96
## 33355       Secured by a first lien       6226               10.62
## 33408       Secured by a first lien       7654               21.98
## 33417 Secured by a subordinate lien       5728                0.37
## 33426       Secured by a first lien       7654               21.98
## 33432       Secured by a first lien       7654               21.98
## 33444       Secured by a first lien       7654               21.98
## 33445       Secured by a first lien       4316               61.68
## 33456       Secured by a first lien       3299               27.13
## 33457       Secured by a first lien       4998               21.79
## 33469         Not secured by a lien       8599               62.15
## 33480       Secured by a first lien      10650               47.62
## 33486       Secured by a first lien      10650               47.62
## 33493       Secured by a first lien       4316               61.68
## 33510       Secured by a first lien      10650               47.62
## 33528       Secured by a first lien      10650               47.62
## 33534       Secured by a first lien      10650               47.62
## 33546       Secured by a first lien       6665               34.88
## 33558       Secured by a first lien       6665               34.88
## 33564       Secured by a first lien       6665               34.88
## 33571       Secured by a first lien       7456               19.70
## 33576       Secured by a first lien       6665               34.88
## 33600       Secured by a first lien       7306               39.94
## 33606       Secured by a first lien       7306               39.94
## 33618       Secured by a first lien       7306               39.94
## 33636       Secured by a first lien       7306               39.94
## 33648       Secured by a first lien       7306               39.94
## 33663       Secured by a first lien       6569               98.48
## 33671       Secured by a first lien       4914               94.99
## 33672       Secured by a first lien       5531               31.71
## 33678       Secured by a first lien       5531               31.71
## 33685       Secured by a first lien       5216               28.83
## 33690       Secured by a first lien       5531               31.71
## 33708       Secured by a first lien       5531               31.71
## 33714       Secured by a first lien       5531               31.71
## 33715       Secured by a first lien       3726               29.50
## 33738       Secured by a first lien       6781               32.92
## 33751       Secured by a first lien       3755               58.27
## 33773       Secured by a first lien       2449                8.25
## 33774       Secured by a first lien       6781               32.92
## 33786       Secured by a first lien       6781               32.92
## 33793       Secured by a first lien      11688               20.14
## 33797       Secured by a first lien       2363                3.26
## 33805       Secured by a first lien       8012               27.13
## 33816       Secured by a first lien       6781               32.92
## 33817       Secured by a first lien       2360               16.86
## 33824       Secured by a first lien       4343               48.26
## 33882       Secured by a first lien       7159               25.87
## 33894       Secured by a first lien       7159               25.87
## 33912       Secured by a first lien       7159               25.87
## 33918       Secured by a first lien       7159               25.87
## 33919       Secured by a first lien       5005               25.81
## 33920 Secured by a subordinate lien       4003               67.85
## 33924       Secured by a first lien       4272               14.63
## 33926                Not applicable       4003               67.85
## 33930       Secured by a first lien       4272               14.63
## 33936       Secured by a first lien       4272               14.63
## 33948       Secured by a first lien       4272               14.63
## 33954       Secured by a first lien       4272               14.63
## 33972       Secured by a first lien       2807               30.07
## 33977       Secured by a first lien       2673               58.21
## 33984       Secured by a first lien       3929               50.98
## 33987       Secured by a first lien       4388               86.14
## 34020       Secured by a first lien       3060               27.39
## 34023                Not applicable       7401               17.97
## 34038       Secured by a first lien       8957               22.97
## 34050       Secured by a first lien       8957               22.97
## 34056       Secured by a first lien       8957               22.97
## 34062       Secured by a first lien       8957               22.97
## 34068       Secured by a first lien       8957               22.97
## 34074       Secured by a first lien       8957               22.97
## 34079       Secured by a first lien       5172                4.58
## 34080       Secured by a first lien       8957               22.97
## 34083       Secured by a first lien       4596               11.53
## 34086       Secured by a first lien       8957               22.97
## 34092       Secured by a first lien       8957               22.97
## 34098       Secured by a first lien       8957               22.97
## 34101       Secured by a first lien       7897               65.15
## 34105       Secured by a first lien       5071                7.63
## 34110       Secured by a first lien       8957               22.97
## 34116       Secured by a first lien       8957               22.97
## 34122       Secured by a first lien       8957               22.97
## 34131       Secured by a first lien       6735               24.60
## 34134       Secured by a first lien       8957               22.97
## 34147       Secured by a first lien       6169               27.98
## 34158       Secured by a first lien       5045               19.21
## 34164       Secured by a first lien       5045               19.21
## 34174       Secured by a first lien       5392               19.96
## 34176       Secured by a first lien       5045               19.21
## 34206       Secured by a first lien       8032               30.78
## 34208       Secured by a first lien       3268               36.51
## 34212       Secured by a first lien       8032               30.78
## 34215       Secured by a first lien       6665               34.88
## 34218       Secured by a first lien       8032               30.78
## 34220         Not secured by a lien       4392               55.33
## 34222       Secured by a first lien       4870               35.36
## 34224       Secured by a first lien       8032               30.78
## 34225       Secured by a first lien       5311               16.38
## 34260       Secured by a first lien       5599               18.59
## 34266       Secured by a first lien       5599               18.59
## 34271       Secured by a first lien       2014               24.63
## 34272       Secured by a first lien       5599               18.59
## 34278       Secured by a first lien       5599               18.59
## 34289       Secured by a first lien       2014               24.63
## 34290       Secured by a first lien       5599               18.59
## 34292       Secured by a first lien       4370               54.14
## 34296       Secured by a first lien       4358               16.13
## 34308       Secured by a first lien       4358               16.13
## 34326       Secured by a first lien       4358               16.13
## 34327 Secured by a subordinate lien       4772               24.46
## 34338       Secured by a first lien       4358               16.13
## 34350       Secured by a first lien       3752               25.35
## 34360       Secured by a first lien       4870               35.36
## 34368       Secured by a first lien       5677               16.70
## 34369       Secured by a first lien       5766               17.46
## 34392       Secured by a first lien       7640               34.88
## 34423       Secured by a first lien       5765               17.71
## 34428       Secured by a first lien       6115               21.10
## 34440       Secured by a first lien       6115               21.10
## 34445       Secured by a first lien       4565               46.40
## 34452       Secured by a first lien       6115               21.10
## 34458       Secured by a first lien       6115               21.10
## 34470       Secured by a first lien       8131               33.27
## 34477       Secured by a first lien       5976               22.39
## 34484       Secured by a first lien       2511               37.67
## 34492       Secured by a first lien       4274               29.15
## 34494       Secured by a first lien       2604               26.11
## 34497       Secured by a first lien       6529                2.54
## 34500       Secured by a first lien       2604               26.11
## 34502       Secured by a first lien       2627               34.41
## 34514       Secured by a first lien       2627               34.41
## 34518       Secured by a first lien       7413               30.86
## 34522       Secured by a first lien       6755               16.12
## 34528       Secured by a first lien       3330               32.94
## 34530       Secured by a first lien       7413               30.86
## 34536       Secured by a first lien       7413               30.86
## 34547 Secured by a subordinate lien       3601                5.78
## 34548       Secured by a first lien       7413               30.86
## 34550       Secured by a first lien       5146               31.79
## 34554       Secured by a first lien       5011               16.10
## 34566       Secured by a first lien       5011               16.10
## 34568       Secured by a first lien       4765               49.00
## 34571       Secured by a first lien       1488               26.48
## 34572       Secured by a first lien       5011               16.10
## 34600       Secured by a first lien       4595               36.39
## 34611       Secured by a first lien       6189               16.04
## 34616       Secured by a first lien       4335               47.77
## 34628       Secured by a first lien       4335               47.77
## 34634       Secured by a first lien       3400               18.88
## 34638       Secured by a first lien      11252               47.21
## 34640       Secured by a first lien       3400               18.88
## 34651       Secured by a first lien       2480               18.75
## 34652       Secured by a first lien       3400               18.88
## 34656       Secured by a first lien       6264               22.62
## 34677       Secured by a first lien       3528               24.89
## 34680       Secured by a first lien       8012               27.13
## 34687       Secured by a first lien       8217               34.88
## 34695       Secured by a first lien       3158               12.44
## 34700       Secured by a first lien       4256                9.05
## 34701       Secured by a first lien       9064               33.08
## 34712       Secured by a first lien       4256                9.05
## 34715       Secured by a first lien       6066               27.48
## 34722       Secured by a first lien       8012               27.13
## 34724       Secured by a first lien       4256                9.05
## 34726       Secured by a first lien       6517               98.83
## 34730       Secured by a first lien       4256                9.05
## 34736 Secured by a subordinate lien       4256                9.05
## 34738       Secured by a first lien       2165               14.46
## 34742       Secured by a first lien       4256                9.05
## 34748       Secured by a first lien       4256                9.05
## 34758       Secured by a first lien       6330               20.28
## 34770       Secured by a first lien       6330               20.28
## 34772       Secured by a first lien       4857               16.04
## 34788       Secured by a first lien       6330               20.28
## 34790       Secured by a first lien       2797               14.44
## 34808       Secured by a first lien       5451               47.13
## 34812       Secured by a first lien       5032               18.90
## 34817       Secured by a first lien       3021               41.58
## 34818       Secured by a first lien       5032               18.90
## 34820       Secured by a first lien       2715               11.27
## 34830       Secured by a first lien       5032               18.90
## 34831       Secured by a first lien       5071                7.63
## 34838       Secured by a first lien       2715               11.27
## 34840       Secured by a first lien       2128               91.68
## 34844       Secured by a first lien       4772               24.46
## 34848       Secured by a first lien       5032               18.90
## 34850       Secured by a first lien       4772               24.46
## 34854       Secured by a first lien       5032               18.90
## 34862       Secured by a first lien       3079               15.23
## 34865       Secured by a first lien       5442               40.72
## 34868       Secured by a first lien       3079               15.23
## 34874       Secured by a first lien       3079               15.23
## 34878       Secured by a first lien       5604               18.24
## 34880       Secured by a first lien       3079               15.23
## 34884       Secured by a first lien       5604               18.24
## 34886       Secured by a first lien       3079               15.23
## 34896       Secured by a first lien       5604               18.24
## 34901       Secured by a first lien       1748               30.84
## 34904       Secured by a first lien       2099               11.20
## 34908       Secured by a first lien       5604               18.24
## 34915       Secured by a first lien       3446               11.72
## 34920       Secured by a first lien       5604               18.24
## 34926       Secured by a first lien       5604               18.24
## 34928       Secured by a first lien       4390               45.08
## 34931       Secured by a first lien       1748               30.84
## 34932       Secured by a first lien       5604               18.24
## 34938       Secured by a first lien       5604               18.24
## 34939       Secured by a first lien       2715               11.27
## 34944       Secured by a first lien       2899               23.84
## 34950       Secured by a first lien       2963               31.49
## 34955       Secured by a first lien       1501               33.18
## 34962       Secured by a first lien       2963               31.49
## 34968       Secured by a first lien       2963               31.49
## 34974       Secured by a first lien       2963               31.49
## 34986       Secured by a first lien       2963               31.49
## 34992       Secured by a first lien       2963               31.49
## 34997       Secured by a first lien       3126                2.43
## 34999       Secured by a first lien       5311               16.38
## 35000       Secured by a first lien       5976               22.39
## 35004       Secured by a first lien       2278               31.26
## 35010       Secured by a first lien       2278               31.26
## 35012       Secured by a first lien       5976               22.39
## 35013       Secured by a first lien       3432               16.29
## 35016       Secured by a first lien       4747               27.22
## 35017       Secured by a first lien       5644               12.58
## 35028       Secured by a first lien       4747               27.22
## 35029       Secured by a first lien       2292               45.07
## 35032       Secured by a first lien       7851               10.32
## 35034       Secured by a first lien       4581               28.64
## 35036       Secured by a first lien       4845               20.37
## 35041       Secured by a first lien       5311               16.38
## 35046       Secured by a first lien       4581               28.64
## 35052       Secured by a first lien       4581               28.64
## 35054       Secured by a first lien       6684               45.74
## 35058       Secured by a first lien       4581               28.64
## 35060       Secured by a first lien       6684               45.74
## 35064       Secured by a first lien       4581               28.64
## 35072         Not secured by a lien       5644               12.58
## 35076       Secured by a first lien       4581               28.64
## 35085       Secured by a first lien       5644               12.58
## 35094       Secured by a first lien       4581               28.64
## 35100       Secured by a first lien       3726               29.50
## 35101       Secured by a first lien       6684               45.74
## 35106       Secured by a first lien       3726               29.50
## 35108       Secured by a first lien       8217               34.88
## 35116       Secured by a first lien       7851               10.32
## 35118       Secured by a first lien       3726               29.50
## 35124       Secured by a first lien       3726               29.50
## 35126       Secured by a first lien       8217               34.88
## 35127       Secured by a first lien       7550               86.38
## 35144       Secured by a first lien       8217               34.88
## 35148       Secured by a first lien       4998               21.79
## 35154       Secured by a first lien       4998               21.79
## 35156       Secured by a first lien       8217               34.88
## 35168       Secured by a first lien       8217               34.88
## 35174       Secured by a first lien       8217               34.88
## 35184       Secured by a first lien       4388               17.05
## 35185       Secured by a first lien       8217               34.88
## 35208       Secured by a first lien       7325               34.10
## 35215         Not secured by a lien       6356               25.06
## 35238       Secured by a first lien       2360               16.86
## 35240       Secured by a first lien       6169               27.98
## 35242       Secured by a first lien       5603               99.71
## 35244       Secured by a first lien       2360               16.86
## 35250       Secured by a first lien       2360               16.86
## 35251       Secured by a first lien       5976               22.39
## 35292       Secured by a first lien       7897               65.15
## 35294       Secured by a first lien       6573               29.27
## 35298       Secured by a first lien       8947               26.20
## 35317       Secured by a first lien       3446               11.72
## 35322       Secured by a first lien       8947               26.20
## 35328       Secured by a first lien       5216               28.83
## 35330       Secured by a first lien       6573               29.27
## 35335       Secured by a first lien       5311               16.38
## 35346       Secured by a first lien       5216               28.83
## 35348       Secured by a first lien       6573               29.27
## 35352       Secured by a first lien       5216               28.83
## 35358       Secured by a first lien       5216               28.83
## 35370       Secured by a first lien       5216               28.83
## 35372       Secured by a first lien       5311               16.38
## 35376       Secured by a first lien       2666               20.71
## 35382       Secured by a first lien       2666               20.71
## 35388       Secured by a first lien       2666               20.71
## 35394       Secured by a first lien       2666               20.71
## 35400       Secured by a first lien       2666               20.71
## 35402       Secured by a first lien       5311               16.38
## 35406       Secured by a first lien       2666               20.71
## 35408       Secured by a first lien       5311               16.38
## 35412       Secured by a first lien       2666               20.71
## 35430       Secured by a first lien       2666               20.71
## 35431       Secured by a first lien       4857               16.04
## 35448       Secured by a first lien       6476               35.89
## 35450       Secured by a first lien       5765               17.71
## 35454       Secured by a first lien       5005               25.81
## 35455       Secured by a first lien       6573               29.27
## 35460       Secured by a first lien       5005               25.81
## 35466       Secured by a first lien       5005               25.81
## 35472       Secured by a first lien       5005               25.81
## 35478       Secured by a first lien       5005               25.81
## 35484       Secured by a first lien       5005               25.81
## 35485       Secured by a first lien       4777               15.64
## 35490       Secured by a first lien       5005               25.81
## 35496       Secured by a first lien       5005               25.81
## 35498       Secured by a first lien       5071                7.63
## 35502       Secured by a first lien       5005               25.81
## 35514       Secured by a first lien       5005               25.81
## 35516       Secured by a first lien       5071                7.63
## 35520       Secured by a first lien       5005               25.81
## 35521 Secured by a subordinate lien       5071                7.63
## 35522       Secured by a first lien       5071                7.63
## 35525       Secured by a first lien       5578               76.53
## 35528       Secured by a first lien       5071                7.63
## 35532       Secured by a first lien       2673               42.91
## 35538       Secured by a first lien       2673               42.91
## 35544       Secured by a first lien       2673               42.91
## 35586       Secured by a first lien       4087               74.33
## 35598       Secured by a first lien       6861               84.36
## 35601       Secured by a first lien       3260               22.30
## 35616       Secured by a first lien       6735               24.60
## 35619       Secured by a first lien       3722               63.94
## 35622       Secured by a first lien       6735               24.60
## 35634       Secured by a first lien       6735               24.60
## 35640       Secured by a first lien       6735               24.60
## 35646       Secured by a first lien       6735               24.60
## 35652       Secured by a first lien       6735               24.60
## 35653                Not applicable       3126                5.85
## 35664       Secured by a first lien       6735               24.60
## 35676       Secured by a first lien       7378               34.09
## 35678       Secured by a first lien       2629               23.13
## 35686       Secured by a first lien       4459                7.06
## 35688       Secured by a first lien       7378               34.09
## 35703       Secured by a first lien       7871               23.34
## 35724       Secured by a first lien       6502               42.37
## 35730       Secured by a first lien       6502               42.37
## 35737       Secured by a first lien       5071                7.63
## 35742       Secured by a first lien       6502               42.37
## 35748       Secured by a first lien       6502               42.37
## 35760       Secured by a first lien       3155               34.14
## 35784       Secured by a first lien       3155               34.14
## 35789       Secured by a first lien       5948               45.44
## 35790       Secured by a first lien       4374               33.95
## 35802       Secured by a first lien       4374               33.95
## 35814       Secured by a first lien       4374               33.95
## 35820       Secured by a first lien       3755               58.27
## 35910       Secured by a first lien       1626               25.58
## 35921       Secured by a first lien       2262               49.47
## 35922       Secured by a first lien       8794               30.75
## 35925       Secured by a first lien       2831               48.18
## 35937       Secured by a first lien       6488               37.13
## 35946       Secured by a first lien       8794               30.75
## 35970       Secured by a first lien       7768               82.42
## 35979       Secured by a first lien       4654               48.07
## 36006       Secured by a first lien       5082                6.87
## 36013       Secured by a first lien       4330               18.71
## 36015       Secured by a first lien       3925                8.46
## 36043       Secured by a first lien       5311               16.38
## 36073       Secured by a first lien       8217               34.88
## 36087       Secured by a first lien       4938               38.96
## 36141       Secured by a first lien       6974               46.44
## 36174       Secured by a first lien       4085                7.42
## 36189       Secured by a first lien       7481               54.50
## 36192       Secured by a first lien       4085                7.42
## 36226       Secured by a first lien       2277               28.33
## 36261       Secured by a first lien       3672               15.90
## 36265       Secured by a first lien       4390               45.08
## 36283       Secured by a first lien       3079               15.23
## 36304       Secured by a first lien       5089               12.93
## 36315       Secured by a first lien       8232               29.87
## 36363       Secured by a first lien       6408               12.52
## 36400       Secured by a first lien       7851               10.32
## 36419       Secured by a first lien       2535                6.15
## 36432       Secured by a first lien       3237                8.71
## 36475       Secured by a first lien       5071                7.63
## 36492       Secured by a first lien       4377                5.39
## 36525       Secured by a first lien       4330               18.71
## 36569       Secured by a first lien       2463               15.23
## 36596         Not secured by a lien       6643               13.38
## 36600       Secured by a first lien       6764                9.30
## 36630       Secured by a first lien       6764                9.30
## 36637       Secured by a first lien       2715               11.27
## 36641       Secured by a first lien       5152                4.27
## 36748       Secured by a first lien       5737               99.81
## 36789       Secured by a first lien       7481               54.50
## 36799       Secured by a first lien       2797               14.44
## 36843       Secured by a first lien       3528               24.89
## 36849       Secured by a first lien       6887               41.35
## 36866       Secured by a first lien       8552               15.13
## 36883       Secured by a first lien       7772                5.97
## 36901       Secured by a first lien       7481               54.50
## 36924       Secured by a first lien       5126                7.63
## 36995       Secured by a first lien       4963                0.52
## 37077       Secured by a first lien       9358               21.62
## 37113       Secured by a first lien       5045               19.21
## 37167       Secured by a first lien       9008               42.35
## 37171       Secured by a first lien       5765               17.71
## 37201       Secured by a first lien       1663                4.21
## 37207       Secured by a first lien       5976               22.39
## 37262       Secured by a first lien       6356               25.06
## 37323       Secured by a first lien       4845               20.37
## 37387       Secured by a first lien       4330               18.71
## 37393       Secured by a first lien       5071                7.63
## 37402       Secured by a first lien       6614               98.11
## 37419       Secured by a first lien      11688               20.14
## 37435         Not secured by a lien       2338               90.29
## 37442       Secured by a first lien       5281               22.12
## 37448       Secured by a first lien       4321               15.27
## 37484       Secured by a first lien       4488               18.11
## 37579                Not applicable       4772               24.46
## 37584       Secured by a first lien       3374               19.15
## 37591       Secured by a first lien       3079               15.23
## 37644       Secured by a first lien       4130               19.10
## 37681       Secured by a first lien       6115               21.10
## 37692       Secured by a first lien       4130               19.10
## 37701       Secured by a first lien       7654               21.98
## 37761       Secured by a first lien       5766               17.46
## 37783       Secured by a first lien       8217               34.88
## 37784       Secured by a first lien       2340               45.13
## 37813       Secured by a first lien       1952               11.99
## 37821       Secured by a first lien       8413               75.57
## 37832       Secured by a first lien       2340               45.13
## 37862       Secured by a first lien       2340               45.13
## 37868       Secured by a first lien       2340               45.13
## 37888       Secured by a first lien       4938               38.96
## 37896       Secured by a first lien       5075               19.47
## 37968       Secured by a first lien       2636               27.01
## 37970       Secured by a first lien       7090               49.46
## 38000       Secured by a first lien       7090               49.46
## 38014                Not applicable       2277               28.33
## 38036       Secured by a first lien       7090               49.46
## 38042       Secured by a first lien       7090               49.46
## 38077       Secured by a first lien       1801               86.79
## 38126       Secured by a first lien       4435               27.44
## 38145       Secured by a first lien       4596               11.53
## 38149       Secured by a first lien       6476               35.89
## 38164         Not secured by a lien       6331                8.64
## 38166       Secured by a first lien       2026                9.23
## 38200         Not secured by a lien       5654               91.86
## 38241       Secured by a first lien       7306               39.94
## 38263         Not secured by a lien      10402               29.33
## 38280       Secured by a first lien       6132               38.98
## 38334       Secured by a first lien       4249               23.77
## 38346       Secured by a first lien       4249               23.77
## 38440       Secured by a first lien       2277               28.33
## 38462                Not applicable       5612               19.16
## 38476       Secured by a first lien       3878               24.32
## 38481       Secured by a first lien       7569               81.04
## 38492       Secured by a first lien       5612               19.16
## 38565       Secured by a first lien       2566                3.47
## 38599       Secured by a first lien       2535                6.15
## 38605       Secured by a first lien       4272               14.63
## 38673       Secured by a first lien       6264               22.62
## 38695       Secured by a first lien      15880               15.92
## 38709       Secured by a first lien       2054               55.94
## 38717       Secured by a first lien       8092                9.71
## 38719         Not secured by a lien       5152                4.27
## 38760       Secured by a first lien       3470               33.08
## 38777       Secured by a first lien       4338               13.92
## 38841       Secured by a first lien       4272               14.63
## 38874       Secured by a first lien       4130               31.11
## 38921       Secured by a first lien       4338               13.92
## 38924       Secured by a first lien       7273               36.34
## 38946       Secured by a first lien       6488               37.13
## 38970       Secured by a first lien       6488               37.13
## 38976       Secured by a first lien       6488               37.13
## 38990       Secured by a first lien       7644               19.19
## 39011       Secured by a first lien       5382               86.60
## 39012       Secured by a first lien       4557               32.54
## 39030       Secured by a first lien       4557               32.54
## 39036       Secured by a first lien       4557               32.54
## 39041       Secured by a first lien       5382               86.60
## 39066       Secured by a first lien       5675               27.38
## 39078       Secured by a first lien       5675               27.38
## 39090       Secured by a first lien       5675               27.38
## 39096       Secured by a first lien       5675               27.38
## 39124       Secured by a first lien       3296               44.90
## 39150       Secured by a first lien       4035               10.11
## 39156       Secured by a first lien       4035               10.11
## 39172       Secured by a first lien       2207               30.81
## 39186       Secured by a first lien       4438               19.06
## 39188       Secured by a first lien       1972               16.02
## 39192       Secured by a first lien       4438               19.06
## 39201       Secured by a first lien       7864               19.11
## 39204       Secured by a first lien       4438               19.06
## 39210       Secured by a first lien       4438               19.06
## 39222       Secured by a first lien       4438               19.06
## 39234       Secured by a first lien       4323               14.04
## 39237       Secured by a first lien       9116               20.44
## 39246       Secured by a first lien       4323               14.04
## 39252       Secured by a first lien       4323               14.04
## 39258       Secured by a first lien       4323               14.04
## 39285       Secured by a first lien      11252               47.21
## 39288       Secured by a first lien       2751                9.16
## 39292       Secured by a first lien      10073               24.76
## 39313       Secured by a first lien       4299               11.19
## 39348       Secured by a first lien       6562               19.77
## 39397       Secured by a first lien       5531               31.71
## 39420       Secured by a first lien       2836                6.63
## 39423       Secured by a first lien       6698               24.01
## 39432       Secured by a first lien       4917               10.03
## 39453       Secured by a first lien       3206               30.60
## 39486       Secured by a first lien       3270               18.44
## 39493 Secured by a subordinate lien       3035               59.51
## 39498       Secured by a first lien       3270               18.44
## 39505       Secured by a first lien       6974               46.44
## 39523       Secured by a first lien       4388               17.05
## 39528       Secured by a first lien       3349               13.23
## 39534       Secured by a first lien       3349               13.23
## 39541 Secured by a subordinate lien       3690               40.05
## 39546       Secured by a first lien       3349               13.23
## 39555       Secured by a first lien      11688               20.14
## 39558       Secured by a first lien       2710               20.96
## 39564       Secured by a first lien       2710               20.96
## 39570       Secured by a first lien       2710               20.96
## 39576       Secured by a first lien       2710               20.96
## 39578                Not applicable       6036               14.50
## 39582       Secured by a first lien       2710               20.96
## 39585       Secured by a first lien       4457               16.56
## 39588       Secured by a first lien       2710               20.96
## 39594       Secured by a first lien       2710               20.96
## 39595       Secured by a first lien       4272               14.63
## 39599       Secured by a first lien       5318                4.68
## 39606       Secured by a first lien       2710               20.96
## 39618       Secured by a first lien       7853               27.85
## 39624       Secured by a first lien       7853               27.85
## 39625       Secured by a first lien       3470               33.08
## 39627       Secured by a first lien       9116               20.44
## 39630       Secured by a first lien       7853               27.85
## 39631       Secured by a first lien       2963               31.49
## 39636       Secured by a first lien       7853               27.85
## 39637       Secured by a first lien       3690               40.05
## 39642       Secured by a first lien       7853               27.85
## 39647         Not secured by a lien       5318                4.68
## 39648       Secured by a first lien       7853               27.85
## 39654       Secured by a first lien       7853               27.85
## 39660       Secured by a first lien       7853               27.85
## 39666       Secured by a first lien       7853               27.85
## 39678       Secured by a first lien       7853               27.85
## 39686       Secured by a first lien       3355               30.40
## 39701       Secured by a first lien       2693               27.89
## 39728       Secured by a first lien       3355               30.40
## 39732       Secured by a first lien       4620               14.35
## 39758                Not applicable       3355               30.40
## 39762       Secured by a first lien       4620               14.35
## 39768       Secured by a first lien       4620               14.35
## 39780       Secured by a first lien       3770               14.35
## 39798       Secured by a first lien       3770               14.35
## 39810       Secured by a first lien       3770               14.35
## 39816       Secured by a first lien       3770               14.35
## 39828       Secured by a first lien       5025               11.70
## 39829       Secured by a first lien       4467               11.86
## 39834       Secured by a first lien       5025               11.70
## 39851       Secured by a first lien       2072               98.65
## 39858       Secured by a first lien       5025               11.70
## 39879 Secured by a subordinate lien       7203                4.68
## 39889       Secured by a first lien      15880               15.92
## 39906       Secured by a first lien       4805               35.34
## 39919       Secured by a first lien       8326               69.28
## 39940       Secured by a first lien       3927               93.68
## 39948       Secured by a first lien       2773               31.95
## 39960       Secured by a first lien       2773               31.95
## 40034       Secured by a first lien       4908                8.50
## 40068       Secured by a first lien       5330               55.05
## 40069       Secured by a first lien       6764                9.30
## 40073       Secured by a first lien       4444               95.79
## 40135       Secured by a first lien       5171               16.46
## 40146       Secured by a first lien       3871                7.34
## 40152       Secured by a first lien       3871                7.34
## 40204       Secured by a first lien      10073               24.76
## 40218       Secured by a first lien       3762                4.86
## 40240       Secured by a first lien       5622               97.15
## 40278       Secured by a first lien       2195               20.82
## 40282       Secured by a first lien       4269               32.33
## 40302       Secured by a first lien       4137               29.90
## 40310       Secured by a first lien       6408               12.52
## 40317       Secured by a first lien       1832               58.24
## 40340       Secured by a first lien       6408               12.52
## 40345       Secured by a first lien       2604               26.11
## 40379       Secured by a first lien       4212               89.25
## 40381       Secured by a first lien       5345                1.01
## 40386       Secured by a first lien       4404               33.02
## 40393       Secured by a first lien       3871                7.34
## 40396 Secured by a subordinate lien       5317                7.43
## 40413       Secured by a first lien       8957               22.97
## 40429       Secured by a first lien       6587               40.23
## 40465       Secured by a first lien       5755               43.98
## 40488       Secured by a first lien       5531               21.32
## 40501       Secured by a first lien       8957               22.97
## 40512       Secured by a first lien       6199               59.07
## 40529       Secured by a first lien       5500               79.98
## 40530       Secured by a first lien       6199               59.07
## 40550       Secured by a first lien       9032               31.17
## 40567       Secured by a first lien       5781               96.59
## 40639       Secured by a first lien       7306               39.94
## 40640       Secured by a first lien       9032               31.17
## 40645       Secured by a first lien       3035               59.51
## 40661       Secured by a first lien       4027               79.84
## 40705       Secured by a first lien       8947               26.20
## 40707       Secured by a first lien       3409               97.18
## 40716       Secured by a first lien       3637                9.38
## 40731       Secured by a first lien       6760               25.90
## 40740       Secured by a first lien       4694               31.49
## 40741         Not secured by a lien       3415               19.06
## 40744       Secured by a first lien       4304               29.55
## 40762       Secured by a first lien       4295               23.80
## 40803       Secured by a first lien       2950               40.24
## 40807       Secured by a first lien       2836                6.63
## 40817       Secured by a first lien       6815               96.33
## 40853       Secured by a first lien       5874                6.16
## 40877                Not applicable       5874                6.16
## 40897       Secured by a first lien       4374               33.95
## 40929       Secured by a first lien       4316               61.68
## 40978       Secured by a first lien       5433                1.34
## 40983       Secured by a first lien       2220               34.68
## 40995       Secured by a first lien       5005               25.81
## 41037       Secured by a first lien       6918               18.78
## 41041       Secured by a first lien       6751               23.39
## 41047       Secured by a first lien       4323               14.04
## 41119       Secured by a first lien      11252               47.21
## 41149       Secured by a first lien       7897               65.15
## 41176       Secured by a first lien       5814               87.67
## 41191       Secured by a first lien       4374               33.95
## 41218       Secured by a first lien       8384                7.98
## 41229                Not applicable      13496               97.41
## 41241       Secured by a first lien       4064               96.51
## 41316       Secured by a first lien       6131               12.09
## 41320       Secured by a first lien       3929               72.64
## 41332       Secured by a first lien       3860               83.45
## 41355       Secured by a first lien       3861               15.57
## 41365         Not secured by a lien       6996                8.39
## 41368       Secured by a first lien       1522               94.61
## 41381       Secured by a first lien       4537               95.20
## 41406       Secured by a first lien       3875               11.41
## 41448       Secured by a first lien       3875               11.41
## 41479       Secured by a first lien       1738               58.98
## 41499       Secured by a first lien       4565               46.40
## 41515       Secured by a first lien       1738               58.98
## 41526       Secured by a first lien       4729                6.64
## 41561       Secured by a first lien       2612               99.77
## 41574       Secured by a first lien       4729                6.64
## 41584       Secured by a first lien       4273               34.26
## 41592       Secured by a first lien       4729                6.64
## 41602       Secured by a first lien       3278               34.93
## 41608                Not applicable       3601                5.78
## 41628       Secured by a first lien       2566               14.61
## 41644       Secured by a first lien       4864               71.69
## 41692       Secured by a first lien       4029               22.46
## 41708       Secured by a first lien       2074               14.61
## 41733       Secured by a first lien       3718                8.58
## 41769       Secured by a first lien       2673               42.91
## 41822                Not applicable       5180               46.45
## 41828       Secured by a first lien       5180               46.45
## 41857 Secured by a subordinate lien       3781               10.74
## 41858       Secured by a first lien       5180               46.45
## 41865       Secured by a first lien       6918               18.78
## 41871       Secured by a first lien       3753                3.09
## 41925       Secured by a first lien       6918               18.78
## 41931       Secured by a first lien       9522               57.12
## 41991       Secured by a first lien       5934               21.92
## 42039       Secured by a first lien       7481               54.50
## 42088       Secured by a first lien       3929               72.64
## 42094       Secured by a first lien       3080                5.03
## 42173       Secured by a first lien       7287               99.89
## 42182       Secured by a first lien       1742               25.14
## 42211       Secured by a first lien       6524                3.53
## 42222       Secured by a first lien       5242               57.67
## 42224       Secured by a first lien       3031               24.55
## 42267       Secured by a first lien       4057               21.32
## 42274       Secured by a first lien       5050               19.07
## 42278       Secured by a first lien       3031               24.55
## 42285       Secured by a first lien       5531               31.71
## 42308       Secured by a first lien       6918               18.78
## 42314       Secured by a first lien       6918               18.78
## 42358       Secured by a first lien       4674               30.68
## 42359         Not secured by a lien       8151                2.56
## 42422       Secured by a first lien       6918               18.78
## 42451       Secured by a first lien       7290               11.67
## 42454       Secured by a first lien       3278               34.93
## 42458 Secured by a subordinate lien       6295               14.88
## 42508       Secured by a first lien       2600               24.38
## 42584       Secured by a first lien       4802               16.35
## 42676       Secured by a first lien       3652               38.86
## 42687       Secured by a first lien       8957               22.97
## 42694       Secured by a first lien       3799               12.58
## 42794       Secured by a first lien       9085               18.59
## 42825       Secured by a first lien       2411               35.38
## 42826       Secured by a first lien       4523                5.39
## 42858       Secured by a first lien       8295               62.83
## 42892       Secured by a first lien       4467               11.86
## 42916       Secured by a first lien       2767               67.47
## 42920       Secured by a first lien       9085               18.59
## 42925 Secured by a subordinate lien       2571                6.85
## 43000       Secured by a first lien        935                3.42
## 43021       Secured by a first lien       6732                5.51
## 43060       Secured by a first lien       4295               23.80
## 43066       Secured by a first lien       3566                2.69
## 43072       Secured by a first lien       4836               19.56
## 43092       Secured by a first lien       6324               12.21
## 43102       Secured by a first lien       2629               11.37
## 43107       Secured by a first lien       2900               20.66
## 43126       Secured by a first lien       4295               23.80
## 43128       Secured by a first lien       6324               12.21
## 43143         Not secured by a lien       5338               29.86
## 43151       Secured by a first lien       3516               98.81
## 43155       Secured by a first lien       3268               36.51
## 43209       Secured by a first lien       2900               20.66
## 43210       Secured by a first lien       5937               92.76
## 43379       Secured by a first lien       6711                8.72
## 43396       Secured by a first lien       6896               19.05
## 43401       Secured by a first lien      12554               96.56
## 43440       Secured by a first lien       3152               39.63
## 43470       Secured by a first lien       3152               39.63
## 43485       Secured by a first lien      11688               20.14
## 43521       Secured by a first lien       7313               76.02
## 43524       Secured by a first lien       3718                8.58
## 43530       Secured by a first lien       3718                8.58
## 43548       Secured by a first lien       3718                8.58
## 43554       Secured by a first lien       3718                8.58
## 43557       Secured by a first lien       4311               20.95
## 43575       Secured by a first lien       3870               47.62
## 43578       Secured by a first lien       3718                8.58
## 43584       Secured by a first lien       3718                8.58
## 43626       Secured by a first lien       4398                9.60
## 43638       Secured by a first lien       4398                9.60
## 43710       Secured by a first lien       5430               29.52
## 43720       Secured by a first lien       4147                9.55
## 43726       Secured by a first lien       3840                7.01
## 43754       Secured by a first lien       4596               11.53
## 43930       Secured by a first lien       7401               17.97
## 43952       Secured by a first lien       6559               13.97
## 43983       Secured by a first lien       2900               20.66
## 43989       Secured by a first lien       9120               16.62
## 44012 Secured by a subordinate lien       6559               13.97
## 44044       Secured by a first lien       5915                4.21
## 44054       Secured by a first lien       6559               13.97
## 44068       Secured by a first lien       7176               11.85
## 44110       Secured by a first lien       4774               30.18
## 44169       Secured by a first lien      14693               30.18
## 44225       Secured by a first lien       6423               67.13
## 44251       Secured by a first lien       8151                2.56
## 44256       Secured by a first lien       6529                2.54
## 44268       Secured by a first lien       6529                2.54
## 44286       Secured by a first lien       6529                2.54
## 44298       Secured by a first lien       6529                2.54
## 44308       Secured by a first lien       2600               24.38
## 44316       Secured by a first lien       6529                2.54
## 44321                Not applicable       5120               63.28
## 44325       Secured by a first lien       6189               16.04
## 44331       Secured by a first lien       3117               28.49
## 44358       Secured by a first lien       2675                6.88
## 44364       Secured by a first lien       2675                6.88
## 44376       Secured by a first lien       2675                6.88
## 44382       Secured by a first lien       2675                6.88
## 44388       Secured by a first lien       2675                6.88
## 44400       Secured by a first lien       2675                6.88
## 44412       Secured by a first lien       6416               20.75
## 44418       Secured by a first lien       6416               20.75
## 44424       Secured by a first lien       6416               20.75
## 44432                Not applicable       4909               15.09
## 44436       Secured by a first lien       6416               20.75
## 44438       Secured by a first lien       4909               15.09
## 44448       Secured by a first lien       6416               20.75
## 44454       Secured by a first lien       6416               20.75
## 44464       Secured by a first lien       4774               30.18
## 44474       Secured by a first lien       4909               15.09
## 44510                Not applicable       4909               15.09
## 44520       Secured by a first lien       6824                5.76
## 44537       Secured by a first lien       7318               80.45
## 44538       Secured by a first lien       6824                5.76
## 44566       Secured by a first lien       2420               20.21
## 44599       Secured by a first lien       4139                7.49
## 44625       Secured by a first lien       5976               22.39
## 44639       Secured by a first lien       4435               71.18
## 44646       Secured by a first lien       6655               21.71
## 44648       Secured by a first lien       7325               13.17
## 44652       Secured by a first lien       6655               21.71
## 44694       Secured by a first lien       6655               21.71
## 44698       Secured by a first lien       2455               47.45
## 44715       Secured by a first lien       5180               46.45
## 44746       Secured by a first lien       1812                6.51
## 44747       Secured by a first lien       6233               85.18
## 44785       Secured by a first lien       7378               34.09
## 44801         Not secured by a lien       1930                7.88
## 44848       Secured by a first lien       4674               30.68
## 44879       Secured by a first lien       7489               92.80
## 44938       Secured by a first lien       2564               69.89
## 45003       Secured by a first lien       7748               16.33
## 45100       Secured by a first lien       1420               13.66
## 45108       Secured by a first lien       7033               73.98
## 45153       Secured by a first lien       4335               47.77
## 45171 Secured by a subordinate lien       2627               34.41
## 45205       Secured by a first lien       3681                4.13
## 45339       Secured by a first lien       5781               96.59
## 45351       Secured by a first lien       5677               16.70
## 45361         Not secured by a lien       2133                2.86
## 45386                Not applicable       3576               91.39
## 45434       Secured by a first lien       3576               91.39
## 45443       Secured by a first lien       9094               99.92
## 45452       Secured by a first lien       3576               91.39
## 45482       Secured by a first lien       4837               10.98
## 45486       Secured by a first lien       8669               78.74
## 45519       Secured by a first lien      14693               30.18
## 45525       Secured by a first lien       5781               96.59
## 45633       Secured by a first lien       7306               39.94
## 45641                Not applicable       5099               71.31
## 45646       Secured by a first lien       4289               21.43
## 45660       Secured by a first lien       5004               16.15
## 45676                Not applicable       3591               12.09
## 45690       Secured by a first lien       5004               16.15
## 45714       Secured by a first lien       4053                7.23
## 45717       Secured by a first lien       7413               30.86
## 45741       Secured by a first lien       7574               46.67
## 45778       Secured by a first lien       3982                7.73
## 45877       Secured by a first lien       1877               30.85
## 45928       Secured by a first lien       4295               23.80
## 45975       Secured by a first lien       8252               32.72
## 46035       Secured by a first lien       3871                7.34
## 46093       Secured by a first lien       5313               15.00
## 46137       Secured by a first lien        287                7.32
## 46144       Secured by a first lien       4056                8.38
## 46228       Secured by a first lien       4457               43.10
## 46229       Secured by a first lien       6415               89.42
## 46251       Secured by a first lien       7853               27.85
## 46269       Secured by a first lien       3400               18.88
## 46275       Secured by a first lien       3788               85.56
## 46311       Secured by a first lien       3528               24.89
## 46455       Secured by a first lien       8131               33.27
## 46472       Secured by a first lien       5839               27.15
## 46498       Secured by a first lien       5854               21.20
## 46608       Secured by a first lien       3738               17.34
## 46624       Secured by a first lien       7401               17.97
## 46654       Secured by a first lien       2062                5.53
## 46659       Secured by a first lien       7654               21.98
## 46707 Secured by a subordinate lien       3690               40.05
## 46717                Not applicable       3852               57.40
## 46743       Secured by a first lien       6529                2.54
## 46751       Secured by a first lien       3557               52.85
## 46763       Secured by a first lien       3557               52.85
## 46786       Secured by a first lien       3674               16.96
## 46809       Secured by a first lien       3841               26.27
## 46869       Secured by a first lien       8614               33.38
## 46890       Secured by a first lien       6294               24.69
## 46936       Secured by a first lien       7809                3.88
## 46938       Secured by a first lien       2257               65.71
## 46959       Secured by a first lien       5382               15.37
## 47030       Secured by a first lien       3744               30.93
## 47040       Secured by a first lien       5529               35.99
## 47092       Secured by a first lien       3985               22.48
## 47115       Secured by a first lien       5799               19.90
## 47187       Secured by a first lien       2891                3.01
## 47261       Secured by a first lien       3409               97.18
## 47343       Secured by a first lien       3875               11.41
## 47356       Secured by a first lien       2577               47.54
## 47445       Secured by a first lien       6665               34.88
## 47517       Secured by a first lien       7259               13.71
## 47556       Secured by a first lien       4252               10.75
## 47568       Secured by a first lien       4252               10.75
## 47574       Secured by a first lien       4252               10.75
## 47584       Secured by a first lien       1481                3.38
## 47606       Secured by a first lien       2609               21.35
## 47610       Secured by a first lien       6702                5.45
## 47616       Secured by a first lien       6702                5.45
## 47644       Secured by a first lien       3761                1.04
## 47646       Secured by a first lien       6702                5.45
## 47683         Not secured by a lien       5050               19.07
## 47706       Secured by a first lien       6788                4.80
## 47713       Secured by a first lien       6796               65.92
## 47718       Secured by a first lien       6788                4.80
## 47724       Secured by a first lien       6788                4.80
## 47736       Secured by a first lien       6788                4.80
## 47742       Secured by a first lien       6788                4.80
## 47755       Secured by a first lien       3156               46.10
## 47756         Not secured by a lien       3100               74.29
## 47777       Secured by a first lien       4057               46.78
## 47778       Secured by a first lien       6788                4.80
## 47784       Secured by a first lien       6788                4.80
## 47796       Secured by a first lien       6788                4.80
## 47805       Secured by a first lien       5252                8.70
## 47824       Secured by a first lien       1006                6.56
## 47839       Secured by a first lien       2913               39.68
## 47844       Secured by a first lien       3791               14.27
## 47875       Secured by a first lien       2913               39.68
## 47899       Secured by a first lien       4242                9.83
## 47929       Secured by a first lien       2920               37.12
## 47955       Secured by a first lien       2340               45.13
## 47975       Secured by a first lien       1789               31.47
## 47983       Secured by a first lien       4845               55.09
## 48033       Secured by a first lien       4998               21.79
## 48062       Secured by a first lien       2495               51.34
## 48095       Secured by a first lien       5920               46.84
## 48161       Secured by a first lien       6000               14.60
## 48192       Secured by a first lien       4265               24.41
## 48204       Secured by a first lien       4265               24.41
## 48225       Secured by a first lien       3726               29.50
## 48288       Secured by a first lien       5050               29.33
## 48295       Secured by a first lien       2616               73.47
## 48315       Secured by a first lien       5071                7.63
## 48316       Secured by a first lien       2423               51.09
## 48317       Secured by a first lien       2247               29.64
## 48339       Secured by a first lien       6573               29.27
## 48340       Secured by a first lien       6000               14.60
## 48425       Secured by a first lien       4229               43.91
## 48532       Secured by a first lien       3840                7.01
## 48553       Secured by a first lien       3354               52.33
## 48586       Secured by a first lien       3540               32.23
## 48682       Secured by a first lien       2449                8.25
## 48743       Secured by a first lien       3410               18.45
## 48748       Secured by a first lien       2064               45.69
## 48759 Secured by a subordinate lien       3459               69.82
## 48766       Secured by a first lien       1614               40.95
## 48778       Secured by a first lien       3674               16.96
## 48788       Secured by a first lien       4254               73.20
## 48793       Secured by a first lien       1710               56.90
## 48799       Secured by a first lien       6735               24.60
## 48811                Not applicable       4586               70.74
## 48814       Secured by a first lien       4304               29.55
## 48834       Secured by a first lien       7233               80.23
## 48844       Secured by a first lien       4846               17.48
## 48988       Secured by a first lien       3656               11.27
## 49015       Secured by a first lien      10137               80.68
## 49045       Secured by a first lien       5999               17.80
## 49054       Secured by a first lien       2564               69.89
## 49055                Not applicable       3527               65.47
## 49069       Secured by a first lien      10137               80.68
## 49091       Secured by a first lien       5999               17.80
## 49146       Secured by a first lien       5549               98.16
## 49161       Secured by a first lien       6918               18.78
## 49165       Secured by a first lien       3626               52.15
## 49177       Secured by a first lien       5114               17.89
## 49222       Secured by a first lien       3985               22.48
## 49229       Secured by a first lien       4649               52.55
## 49235         Not secured by a lien       5114               17.89
## 49243       Secured by a first lien       4853               14.38
## 49253       Secured by a first lien       3845               40.96
## 49297 Secured by a subordinate lien       7401               17.97
## 49389       Secured by a first lien       2888               19.18
## 49398       Secured by a first lien       6533               28.50
## 49416       Secured by a first lien       6533               28.50
## 49419       Secured by a first lien       6371               32.30
## 49425       Secured by a first lien       7290               11.67
## 49431       Secured by a first lien       7871               23.34
## 49452       Secured by a first lien       6533               28.50
## 49469       Secured by a first lien       7401               17.97
## 49498         Not secured by a lien       4189               10.19
## 49559       Secured by a first lien       5980               45.33
## 49576       Secured by a first lien       3278               34.93
## 49589       Secured by a first lien       4174               43.51
## 49594       Secured by a first lien       4295               23.80
## 49602       Secured by a first lien       2585               18.49
## 49685       Secured by a first lien       4315               63.87
## 49705       Secured by a first lien       3528               24.89
## 49717       Secured by a first lien       3528               24.89
## 49749       Secured by a first lien       5146               31.79
## 49763       Secured by a first lien       7470               14.23
## 49769       Secured by a first lien       4043               48.65
## 49771       Secured by a first lien       3528               24.89
## 49779         Not secured by a lien       4596               11.53
## 49785       Secured by a first lien       3576               91.39
## 49877       Secured by a first lien       3533               51.46
## 49923       Secured by a first lien       9358               21.62
## 49924       Secured by a first lien       4674               30.68
## 49926       Secured by a first lien       4446               38.21
## 50012       Secured by a first lien       6602               11.01
## 50047       Secured by a first lien       3148               63.06
## 50055       Secured by a first lien       5455               35.45
## 50060       Secured by a first lien       2571                6.85
## 50062       Secured by a first lien       4295               23.80
## 50079       Secured by a first lien       5216               28.83
## 50092       Secured by a first lien       2592                7.06
## 50098       Secured by a first lien       1420               13.66
## 50105       Secured by a first lien       3724               86.68
## 50124       Secured by a first lien       2627               34.41
## 50130       Secured by a first lien       2664               27.78
## 50142       Secured by a first lien       2664               27.78
## 50145       Secured by a first lien       6602               11.01
## 50148       Secured by a first lien       2664               27.78
## 50158       Secured by a first lien       5412               17.83
## 50160       Secured by a first lien       2664               27.78
## 50166       Secured by a first lien       2664               27.78
## 50172       Secured by a first lien       2664               27.78
## 50200       Secured by a first lien       4647               20.06
## 50220       Secured by a first lien       4765               49.00
## 50224       Secured by a first lien       5317                7.43
## 50227       Secured by a first lien       4434               86.87
## 50302       Secured by a first lien       5412               17.83
## 50340       Secured by a first lien       3400               18.88
## 50352       Secured by a first lien       3400               18.88
## 50358       Secured by a first lien       4256                9.05
## 50364       Secured by a first lien       4256                9.05
## 50371       Secured by a first lien       1734               79.58
## 50376       Secured by a first lien       4256                9.05
## 50377       Secured by a first lien       1734               79.58
## 50382       Secured by a first lien       4256                9.05
## 50385       Secured by a first lien       6602               11.01
## 50394       Secured by a first lien       4256                9.05
## 50400       Secured by a first lien       4256                9.05
## 50412       Secured by a first lien       4256                9.05
## 50424       Secured by a first lien       4857               16.04
## 50443                Not applicable       1617               86.95
## 50454       Secured by a first lien       4857               16.04
## 50469 Secured by a subordinate lien       6451               29.22
## 50472       Secured by a first lien       2797               14.44
## 50481       Secured by a first lien       2571                6.85
## 50484       Secured by a first lien       2797               14.44
## 50490       Secured by a first lien       2797               14.44
## 50495       Secured by a first lien       1655               54.38
## 50502       Secured by a first lien       5451               47.13
## 50526       Secured by a first lien       2715               11.27
## 50538       Secured by a first lien       2715               11.27
## 50556       Secured by a first lien       4772               24.46
## 50573       Secured by a first lien       1655               54.38
## 50574       Secured by a first lien       4772               24.46
## 50580       Secured by a first lien       4772               24.46
## 50586       Secured by a first lien       4772               24.46
## 50598       Secured by a first lien       3079               15.23
## 50604       Secured by a first lien       3079               15.23
## 50610       Secured by a first lien       3079               15.23
## 50622       Secured by a first lien       3079               15.23
## 50633       Secured by a first lien       4101                6.32
## 50634       Secured by a first lien       3079               15.23
## 50646       Secured by a first lien       3079               15.23
## 50658       Secured by a first lien       3079               15.23
## 50659       Secured by a first lien       1577               59.73
## 50668       Secured by a first lien       4864               71.69
## 50682       Secured by a first lien       2099               11.20
## 50736       Secured by a first lien       5976               22.39
## 50743       Secured by a first lien       1990               90.20
## 50748       Secured by a first lien       5976               22.39
## 50760       Secured by a first lien       5976               22.39
## 50772       Secured by a first lien       5976               22.39
## 50808       Secured by a first lien       4845               20.37
## 50815       Secured by a first lien       4340               90.00
## 50862       Secured by a first lien       5644               12.58
##       hud_median_family_income number_of_owner_occupied_units
## 1                        73700                           1232
## 7                        73700                           1311
## 9                        73700                           1311
## 37                       73700                           1232
## 51                       73700                           2113
## 87                       73700                            453
## 112                      73700                            734
## 154                      62500                           1004
## 171                      73700                            363
## 177                      73700                           1988
## 224                      97100                            838
## 238                      73700                            127
## 248                      83100                           1164
## 250                      73700                            459
## 315                      73700                           1422
## 331                      73700                            542
## 332                      62500                           1584
## 334                      73700                            419
## 336                      73700                            405
## 361                      73700                            198
## 399                      73700                           1114
## 454                      73700                            185
## 458                      73700                            154
## 472                      73700                            263
## 482                      97100                           1136
## 515                      73700                            109
## 544                      62500                            911
## 555                      73700                            253
## 628                      73700                           1315
## 639                      73700                            451
## 652                      73700                            162
## 676                      73700                            672
## 687                      73700                            674
## 693                      73700                            674
## 697                      73700                            586
## 711                      73700                            674
## 712                      73700                           2005
## 723                      73700                            674
## 728                      62500                           1191
## 735                      73700                            674
## 766                      73700                            881
## 769                      68000                             55
## 790                      73700                           1311
## 795                      73700                            304
## 807                      73700                            304
## 813                      73700                            304
## 826                      73700                            559
## 837                      73700                            383
## 850                      73700                            928
## 856                      73700                           1036
## 886                      73700                           2048
## 888                      73700                            348
## 916                     110800                           1514
## 933                      73700                            100
## 952                      73700                            853
## 976                      73700                           1558
## 988                      73700                            440
## 1000                    110800                           1862
## 1004                     62500                            635
## 1006                    110800                           1770
## 1024                    110800                           1678
## 1051                     73700                            231
## 1059                     73700                            787
## 1084                     73700                           1354
## 1120                     73700                            860
## 1126                     73700                           2159
## 1131                     73700                            733
## 1133                     73700                            476
## 1168                    110800                           1514
## 1186                    110800                            878
## 1192                     73700                           1184
## 1204                     73700                           1166
## 1214                     62500                            644
## 1294                     73700                           1130
## 1306                     73700                           1311
## 1307                     73700                            454
## 1311                     73700                            283
## 1327                     73700                            212
## 1353                     73700                            248
## 1365                     73700                            435
## 1372                     73700                           1696
## 1390                     73700                            318
## 1395                     73700                            594
## 1461                     73700                            450
## 1486                     73700                           1520
## 1491                     73700                            174
## 1498                    110800                           1436
## 1510                     73700                            616
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## 39234                   110800                           1302
## 39237                    73700                           2005
## 39246                   110800                           1302
## 39252                   110800                           1302
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## 39288                   110800                            887
## 39292                    83100                           1895
## 39313                    68500                           1503
## 39348                   110800                           1685
## 39397                    73700                            935
## 39420                   110800                            899
## 39423                    73700                           1039
## 39432                   110800                           1436
## 39453                    73700                            127
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## 39493                    73700                            267
## 39498                   110800                            826
## 39505                    73700                            616
## 39523                    73700                            540
## 39528                   110800                            991
## 39534                   110800                            991
## 39541                    73700                            938
## 39546                   110800                            991
## 39555                    73700                           2417
## 39558                   110800                            787
## 39564                   110800                            787
## 39570                   110800                            787
## 39576                   110800                            787
## 39578                    68500                           1049
## 39582                   110800                            787
## 39585                    73700                           1265
## 39588                   110800                            787
## 39594                   110800                            787
## 39595                    73700                           1818
## 39599                    68200                           1718
## 39606                   110800                            787
## 39618                   110800                           2288
## 39624                   110800                           2288
## 39625                   110800                           1026
## 39627                    73700                           2005
## 39630                   110800                           2288
## 39631                    73700                            541
## 39636                   110800                           2288
## 39637                    73700                            938
## 39642                   110800                           2288
## 39647                    68200                           1718
## 39648                   110800                           2288
## 39654                   110800                           2288
## 39660                   110800                           2288
## 39666                   110800                           2288
## 39678                   110800                           2288
## 39686                    73700                            827
## 39701                    73700                            807
## 39728                    73700                            827
## 39732                   110800                           1459
## 39758                    73700                            827
## 39762                   110800                           1459
## 39768                   110800                           1459
## 39780                   110800                           1156
## 39798                   110800                           1156
## 39810                   110800                           1156
## 39816                   110800                           1156
## 39828                   110800                           1391
## 39829                    73700                           1331
## 39834                   110800                           1391
## 39851                    73700                            349
## 39858                   110800                           1391
## 39879                    68500                           1974
## 39889                    73700                           2392
## 39906                   110800                            931
## 39919                    73700                            131
## 39940                    83100                            455
## 39948                   110800                            670
## 39960                   110800                            670
## 40034                    73700                           1227
## 40068                   110800                            642
## 40069                   110800                           2025
## 40073                    73700                            263
## 40135                    73700                           1630
## 40146                   110800                           1403
## 40152                   110800                           1403
## 40204                    83100                           1895
## 40218                   110800                           1289
## 40240                    73700                            408
## 40278                   110800                            717
## 40282                    83100                            626
## 40302                   110800                            971
## 40310                    73700                           1675
## 40317                    68200                            285
## 40340                    73700                           1675
## 40345                    73700                            467
## 40379                    73700                            508
## 40381                    68200                           1877
## 40386                   110800                            943
## 40393                   110800                           1403
## 40396                    62500                           1597
## 40413                    73700                           1696
## 40429                   110800                           1864
## 40465                    73700                            761
## 40488                   110800                           1495
## 40501                    73700                           1696
## 40512                   110800                           1062
## 40529                    73700                           1571
## 40530                   110800                           1062
## 40550                    73700                           2208
## 40567                    73700                            590
## 40639                    73700                           1184
## 40640                    73700                           2208
## 40645                    73700                            267
## 40661                    73700                            567
## 40705                    73700                            295
## 40707                    73700                            377
## 40716                   110800                           1224
## 40731                    73700                           1198
## 40740                   110800                           1161
## 40741                   110800                            966
## 40744                    73700                           1035
## 40762                    73700                            688
## 40803                    68200                            287
## 40807                   110800                            899
## 40817                    73700                            173
## 40853                    68200                           1594
## 40877                    68200                           1594
## 40897                    73700                            162
## 40929                    73700                            954
## 40978                    68200                           1996
## 40983                    68200                            361
## 40995                    73700                           1115
## 41037                    73700                           2113
## 41041                    73700                           1166
## 41047                   110800                           1302
## 41119                    73700                           1749
## 41149                    73700                            307
## 41176                    73700                            446
## 41191                    73700                            162
## 41218                    68200                           2513
## 41229                    73700                             41
## 41241                    73700                             47
## 41316                   110800                           1694
## 41320                    73700                            186
## 41332                    73700                            265
## 41355                    73700                           1235
## 41365                    68500                           1787
## 41368                    68200                            331
## 41381                    73700                            283
## 41406                   110800                           1390
## 41448                   110800                           1390
## 41479                    73700                            229
## 41499                    73700                           1204
## 41515                    73700                            229
## 41526                   110800                           1587
## 41561                    73700                            658
## 41574                   110800                           1587
## 41584                    73700                            827
## 41592                   110800                           1587
## 41602                    73700                            355
## 41608                    62500                           1169
## 41628                   110800                            853
## 41644                    68200                            472
## 41692                    73700                            806
## 41708                    68500                            587
## 41733                   110800                           1052
## 41769                    73700                            210
## 41822                    73700                           1329
## 41828                    73700                           1329
## 41857                    83100                           1260
## 41858                    73700                           1329
## 41865                    73700                           2113
## 41871                    68000                           1167
## 41925                    73700                           2113
## 41931                    73700                           1520
## 41991                    73700                           1122
## 42039                    73700                            440
## 42088                    73700                            186
## 42094                    62500                           1080
## 42173                    73700                            302
## 42182                    73700                            436
## 42211                    83100                           2033
## 42222                   110800                           1689
## 42224                    73700                            828
## 42267                    68200                            880
## 42274                    68200                           1956
## 42278                    73700                            828
## 42285                    73700                            935
## 42308                    73700                           2113
## 42314                    73700                           2113
## 42358                    73700                            761
## 42359                    68200                           2821
## 42422                    73700                           2113
## 42451                    83100                           2022
## 42454                    73700                            355
## 42458                    68500                           2229
## 42508                    73700                            631
## 42584                    73700                           1281
## 42676                    73700                            391
## 42687                    73700                           1696
## 42694                    73700                            596
## 42794                    73700                           2795
## 42825                    68200                            492
## 42826                    68200                           1365
## 42858                   110800                           1947
## 42892                    73700                           1331
## 42916                    73700                            297
## 42920                    73700                           2795
## 42925                    83100                            707
## 43000                    62500                            244
## 43021                    83100                           2221
## 43060                    73700                            688
## 43066                    64600                           1162
## 43072                    97100                           1465
## 43092                   110800                           2193
## 43102                    97100                            669
## 43107                    73700                            720
## 43126                    73700                            688
## 43128                   110800                           2193
## 43143                    73700                            559
## 43151                    73700                            633
## 43155                   110800                            908
## 43209                    73700                            720
## 43210                    73700                            314
## 43379                    68200                           1792
## 43396                    97100                           2085
## 43401                    73700                            119
## 43440                   110800                            873
## 43470                   110800                            873
## 43485                    73700                           2417
## 43521                    73700                            141
## 43524                   110800                           1052
## 43530                   110800                           1052
## 43548                   110800                           1052
## 43554                   110800                           1052
## 43557                    73700                            434
## 43575                    73700                              0
## 43578                   110800                           1052
## 43584                   110800                           1052
## 43626                   110800                           1192
## 43638                   110800                           1192
## 43710                   110800                           1196
## 43720                    97100                           1194
## 43726                    62500                           1189
## 43754                    73700                           1303
## 43930                    68200                           2519
## 43952                    73700                           2188
## 43983                    73700                            720
## 43989                    73700                           2699
## 44012                    73700                           2188
## 44044                    64600                           2143
## 44054                    73700                           2188
## 44068                    62400                           2024
## 44110                    73700                            718
## 44169                    73700                           2604
## 44225                    73700                            890
## 44251                    68200                           2821
## 44256                   110800                           1862
## 44268                   110800                           1862
## 44286                   110800                           1862
## 44298                   110800                           1862
## 44308                    73700                            631
## 44316                   110800                           1862
## 44321                    73700                            939
## 44325                    73700                            808
## 44331                    73700                            929
## 44358                   110800                            891
## 44364                   110800                            891
## 44376                   110800                            891
## 44382                   110800                            891
## 44388                   110800                            891
## 44400                   110800                            891
## 44412                   110800                           1494
## 44418                   110800                           1494
## 44424                   110800                           1494
## 44432                    73700                           1234
## 44436                   110800                           1494
## 44438                    73700                           1234
## 44448                   110800                           1494
## 44454                   110800                           1494
## 44464                    73700                            718
## 44474                    73700                           1234
## 44510                    73700                           1234
## 44520                   110800                           1894
## 44537                    73700                            981
## 44538                   110800                           1894
## 44566                    73700                            698
## 44599                    83100                           1325
## 44625                   110800                           1439
## 44639                    73700                            807
## 44646                   110800                           1303
## 44648                    73700                           2051
## 44652                   110800                           1303
## 44694                   110800                           1303
## 44698                    73700                            308
## 44715                    73700                           1329
## 44746                    62500                            628
## 44747                    73700                           1013
## 44785                    73700                            614
## 44801                    68200                            572
## 44848                    73700                            761
## 44879                    73700                            643
## 44938                    97100                            331
## 45003                    73700                           1232
## 45100                    73700                            383
## 45108                   110800                           1553
## 45153                   110800                            994
## 45171                   110800                            707
## 45205                    68200                           1063
## 45339                    73700                            590
## 45351                    73700                           1035
## 45361                    68200                            637
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## 45434                    73700                            494
## 45443                    73700                            576
## 45452                    73700                            494
## 45482                    73700                           1301
## 45486                   110800                           2178
## 45519                    73700                           2604
## 45525                    73700                            590
## 45633                    73700                           1184
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## 45646                    73700                            958
## 45660                   110800                           1561
## 45676                    62500                            971
## 45690                   110800                           1561
## 45714                   110800                           1195
## 45717                    73700                           1201
## 45741                    73700                            731
## 45778                    62500                           1133
## 45877                    83100                            202
## 45928                    73700                            688
## 45975                    73700                           1558
## 46035                   110800                           1403
## 46093                    68200                           1375
## 46137                    73700                            127
## 46144                    62500                           1357
## 46228                    73700                            797
## 46229                    73700                            666
## 46251                   110800                           2288
## 46269                   110800                           1140
## 46275                    73700                            174
## 46311                    73700                            913
## 46455                    73700                           1067
## 46472                    73700                           1648
## 46498                    68200                           1804
## 46608                   110800                           1208
## 46624                    68200                           2519
## 46654                    62500                            856
## 46659                    73700                           1664
## 46707                    73700                            938
## 46717                    73700                           1004
## 46743                   110800                           1862
## 46751                    73700                            245
## 46763                    73700                            245
## 46786                    73700                            685
## 46809                    73700                            812
## 46869                    73700                            405
## 46890                   110800                           1868
## 46936                    68200                           2521
## 46938                   110800                            313
## 46959                    73700                           1114
## 47030                    73700                            873
## 47040                   110800                           1603
## 47092                    73700                           1027
## 47115                    73700                           1284
## 47187                    83100                            975
## 47261                    73700                            377
## 47343                   110800                           1390
## 47356                    73700                            215
## 47445                    73700                           1042
## 47517                    73700                           2902
## 47556                   110800                           1329
## 47568                   110800                           1329
## 47574                   110800                           1329
## 47584                    62500                            544
## 47606                    73700                            739
## 47610                   110800                           2084
## 47616                   110800                           2084
## 47644                    62500                           1463
## 47646                   110800                           2084
## 47683                    68200                           1956
## 47706                   110800                           2253
## 47713                    73700                           1854
## 47718                   110800                           2253
## 47724                   110800                           2253
## 47736                   110800                           2253
## 47742                   110800                           2253
## 47755                    73700                            935
## 47756                    68500                            573
## 47777                    73700                            208
## 47778                   110800                           2253
## 47784                   110800                           2253
## 47796                   110800                           2253
## 47805                   110800                           1640
## 47824                    62500                            369
## 47839                    73700                            969
## 47844                   110800                           1222
## 47875                    73700                            969
## 47899                    68200                           1577
## 47929                    73700                            813
## 47955                    73700                            717
## 47975                    73700                            185
## 47983                    73700                           1035
## 48033                    73700                           1143
## 48062                    73700                            220
## 48095                    73700                            905
## 48161                    68200                           1705
## 48192                   110800                           1191
## 48204                   110800                           1191
## 48225                    73700                            734
## 48288                   110800                           1483
## 48295                    73700                            520
## 48315                   110800                           1240
## 48316                    73700                            274
## 48317                    73700                            275
## 48339                   110800                           1960
## 48340                    68200                           1705
## 48425                    73700                            576
## 48532                    62500                           1189
## 48553                    73700                            806
## 48586                    73700                            508
## 48682                    62500                            749
## 48743                    73700                            488
## 48748                    73700                            272
## 48759                    97100                            305
## 48766                    73700                            204
## 48778                    73700                            685
## 48788                    68500                            883
## 48793                    73700                            525
## 48799                    73700                           1311
## 48811                    73700                            773
## 48814                    73700                           1035
## 48834                   110800                           1422
## 48844                    62400                           1291
## 48988                    65700                           1265
## 49015                    73700                            690
## 49045                    68200                           1676
## 49054                    97100                            331
## 49055                    73700                            144
## 49069                    73700                            690
## 49091                    68200                           1676
## 49146                   110800                            794
## 49161                    73700                           2113
## 49165                    73700                            883
## 49177                    68200                           1754
## 49222                    73700                           1027
## 49229                    73700                            268
## 49235                    68200                           1754
## 49243                    68200                           1406
## 49253                    73700                            258
## 49297                    68200                           2519
## 49389                    73700                            430
## 49398                   110800                           1936
## 49416                   110800                           1936
## 49419                   110800                           1840
## 49425                    83100                           2022
## 49431                    73700                            592
## 49452                   110800                           1936
## 49469                    68200                           2519
## 49498                    65700                           1330
## 49559                    73700                            233
## 49576                    73700                            355
## 49589                    73700                            251
## 49594                    73700                            688
## 49602                   110800                            777
## 49685                    73700                            160
## 49705                    73700                            913
## 49717                    73700                            913
## 49749                   110800                           1657
## 49763                    68200                           2331
## 49769                    73700                            393
## 49771                    73700                            913
## 49779                    73700                           1303
## 49785                    73700                            494
## 49877                    73700                           1176
## 49923                    73700                           2048
## 49924                    73700                            761
## 49926                   110800                           1246
## 50012                    83100                           2339
## 50047                    73700                            858
## 50055                   110800                           1776
## 50060                    83100                            707
## 50062                    73700                            688
## 50079                    73700                            860
## 50092                    62500                            626
## 50098                    73700                            383
## 50105                    73700                            391
## 50124                   110800                            707
## 50130                   110800                            794
## 50142                   110800                            794
## 50145                    83100                           2339
## 50148                   110800                            794
## 50158                    73700                            745
## 50160                   110800                            794
## 50166                   110800                            794
## 50172                   110800                            794
## 50200                    68200                            874
## 50220                   110800                           1432
## 50224                    62500                           1597
## 50227                    73700                            715
## 50302                    73700                            745
## 50340                   110800                           1140
## 50352                   110800                           1140
## 50358                   110800                           1249
## 50364                   110800                           1249
## 50371                    73700                            347
## 50376                   110800                           1249
## 50377                    73700                            347
## 50382                   110800                           1249
## 50385                    83100                           2339
## 50394                   110800                           1249
## 50400                   110800                           1249
## 50412                   110800                           1249
## 50424                   110800                           1392
## 50443                    73700                            213
## 50454                   110800                           1392
## 50469                    73700                           1345
## 50472                   110800                            907
## 50481                    83100                            707
## 50484                   110800                            907
## 50490                   110800                            907
## 50495                    73700                            367
## 50502                   110800                           1082
## 50526                   110800                            801
## 50538                   110800                            801
## 50556                   110800                           1301
## 50573                    73700                            367
## 50574                   110800                           1301
## 50580                   110800                           1301
## 50586                   110800                           1301
## 50598                   110800                            936
## 50604                   110800                            936
## 50610                   110800                            936
## 50622                   110800                            936
## 50633                    68200                           1603
## 50634                   110800                            936
## 50646                   110800                            936
## 50658                   110800                            936
## 50659                    73700                            199
## 50668                    68200                            472
## 50682                   110800                            683
## 50736                   110800                           1439
## 50743                    73700                            151
## 50748                   110800                           1439
## 50760                   110800                           1439
## 50772                   110800                           1439
## 50808                   110800                           1349
## 50815                    73700                            433
## 50862                   110800                           1746
##       number_of_1_to_4_family_units
## 1                                78
## 7                                61
## 9                                61
## 37                               78
## 51                             2502
## 87                              580
## 112                              87
## 154                            1799
## 171                             372
## 177                            2154
## 224                            1431
## 238                              24
## 248                            1262
## 250                             708
## 315                            2280
## 331                             908
## 332                            2446
## 334                             778
## 336                            1096
## 361                             434
## 399                             403
## 454                              47
## 458                             339
## 472                             323
## 482                            1338
## 515                             487
## 544                            1229
## 555                             553
## 628                            1050
## 639                             719
## 652                              99
## 676                               9
## 687                             254
## 693                             254
## 697                            1713
## 711                             254
## 712                             173
## 723                             254
## 728                            2037
## 735                             254
## 766                             619
## 769                             247
## 790                              61
## 795                             563
## 807                             563
## 813                             563
## 826                              32
## 837                             762
## 850                              25
## 856                             344
## 886                             209
## 888                             695
## 916                            1794
## 933                             559
## 952                             140
## 976                              66
## 988                              79
## 1000                           1944
## 1004                           1069
## 1006                           2270
## 1024                           1856
## 1051                            853
## 1059                           1046
## 1084                            323
## 1120                            242
## 1126                             98
## 1131                            432
## 1133                           1191
## 1168                           1794
## 1186                           1001
## 1192                            238
## 1204                            149
## 1214                            927
## 1294                            142
## 1306                             61
## 1307                            943
## 1311                            339
## 1327                            874
## 1353                            669
## 1365                           1115
## 1372                            449
## 1390                            440
## 1395                            474
## 1461                            600
## 1486                            175
## 1491                            430
## 1498                           1669
## 1510                            235
## 1533                           2367
## 1578                            535
## 1588                            242
## 1594                             66
## 1612                            242
## 1623                           1765
## 1636                             31
## 1647                            205
## 1660                            588
## 1679                           1408
## 1702                              0
## 1725                            302
## 1731                            302
## 1737                            302
## 1756                            588
## 1761                            302
## 1767                            221
## 1774                              9
## 1798                             85
## 1803                            620
## 1822                           1788
## 1827                            620
## 1839                            105
## 1892                           2071
## 1898                           2918
## 1906                            140
## 1910                           3011
## 1916                            499
## 1924                             99
## 1936                             42
## 1953                            990
## 1954                              9
## 1969                            280
## 1978                            223
## 1983                           1230
## 1995                            599
## 2036                            391
## 2050                            915
## 2055                            696
## 2110                           2112
## 2164                            178
## 2187                           2502
## 2194                             79
## 2218                           2516
## 2260                            238
## 2283                           1281
## 2290                            115
## 2318                           2157
## 2332                             98
## 2335                           1085
## 2343                            693
## 2349                            693
## 2355                            693
## 2356                             50
## 2380                            207
## 2386                            222
## 2410                            402
## 2440                           2103
## 2451                            706
## 2487                           1204
## 2491                            140
## 2505                           1204
## 2516                            144
## 2523                           1204
## 2541                           1300
## 2542                              0
## 2547                           1300
## 2554                            402
## 2566                             47
## 2590                            164
## 2625                           1752
## 2626                           1630
## 2643                           1157
## 2656                             78
## 2665                           1769
## 2704                           1430
## 2746                            394
## 2747                           1018
## 2774                            711
## 2776                            123
## 2782                            138
## 2806                            394
## 2818                             78
## 2836                            156
## 2860                             66
## 2872                            153
## 2884                            115
## 2890                            172
## 2900                            814
## 2902                              0
## 2949                             29
## 2951                            417
## 2956                            218
## 2974                             44
## 3016                             24
## 3053                            723
## 3076                            175
## 3094                           2062
## 3123                            849
## 3166                            189
## 3213                            695
## 3232                            341
## 3247                           1018
## 3267                            424
## 3274                            394
## 3280                             98
## 3286                            272
## 3292                            103
## 3334                            134
## 3339                            402
## 3380                           1879
## 3381                           1787
## 3387                            532
## 3429                            692
## 3453                            692
## 3466                            912
## 3470                           2177
## 3495                            821
## 3520                            402
## 3542                           2314
## 3544                            248
## 3575                            776
## 3580                           1144
## 3586                            343
## 3591                           1318
## 3592                             47
## 3615                           1266
## 3630                           1338
## 3660                            183
## 3664                            209
## 3690                            631
## 3736                             66
## 3743                            598
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## 50574                          1345
## 50580                          1345
## 50586                          1345
## 50598                          1040
## 50604                          1040
## 50610                          1040
## 50622                          1040
## 50633                          1776
## 50634                          1040
## 50646                          1040
## 50658                          1040
## 50659                           708
## 50668                          1873
## 50682                           729
## 50736                          1957
## 50743                           500
## 50748                          1957
## 50760                          1957
## 50772                          1957
## 50808                          1708
## 50815                           835
## 50862                          1861
##  [ reached 'max' / getOption("max.print") -- omitted 26602 rows ]
# Now you can remove the rows containing the outliers, one possible option is:
dfna <- dfna[-which(dfna$applicant_income_000s %in% outliers),]
#If you check now with boxplot, you will notice that those pesky outliers are gone
boxplot(dfna$applicant_income_000s)

summary(dfna$applicant_income_000s)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00   58.00   88.00   98.91  128.00  272.00
dfna$Hispanic_or_Latino <- ifelse(dfna$applicant_ethnicity_name == 'Hispanic or Latino', 1, 0)
dfna$Not_Hispanic_or_Latino<- ifelse(dfna$applicant_ethnicity_name == 'Not Hispanic or Latino', 1, 0)

dfna$American_Indian_or_Alaska_Native <-ifelse(dfna$applicant_race_name_1 =='American Indian or Alaska Native',1,0)
dfna$Asian <-ifelse(dfna$applicant_race_name_1 =='Asian',1,0)
dfna$Black <-ifelse(dfna$applicant_race_name_1 =='Black or African American',1,0)
dfna$Native_Hawaiian_or_P.Islander <-ifelse(dfna$applicant_race_name_1 =='Native Hawaiian or Other Pacific Islander',1,0)
dfna$White<-ifelse(dfna$applicant_race_name_1 =='White',1,0)

dfna$Male<-ifelse(dfna$applicant_sex_name =='Male',1,0)
dfna$Female<-ifelse(dfna$applicant_sex_name =='Female',1,0)


dfna$Loan_Approved<-ifelse(dfna$action_taken_name =='Loan originated',1,0)
dfna$Loan_Not_Approved<-ifelse(dfna$action_taken_name =='Application denied by financial institution',1,0)
dfna$Preapproval_request<-ifelse(dfna$action_taken_name =='Preapproval request denied by financial institution',1,0)

dfna$Collateral<-ifelse(dfna$denial_reason_name_1 =='Collateral',1,0)
dfna$Debt_to_income_ratio<-ifelse(dfna$denial_reason_name_1 =='Debt-to-income ratio',1,0)
dfna$Credit_History<-ifelse(dfna$denial_reason_name_1=='Credit history ',1,0)
dfna$Credit_app_incomplete<-ifelse(dfna$denial_reason_name_1 == 'Credit application incomplete',1,0)                             

dfna$Hispanic_or_Latino2 <- ifelse(dfna$co_applicant_ethnicity_name == 'Hispanic or Latino', 1, 0)
dfna$Not_Hispanic_or_Latino2<- ifelse(dfna$co_applicant_ethnicity_name == 'Not Hispanic or Latino', 1, 0)
dfna$Male2<-ifelse(dfna$co_applicant_sex_name =='Male',1,0)
dfna$Female2<-ifelse(dfna$co_applicant_sex_name =='Female',1,0)

dfna$Merged_Race_Ethnicity <- paste(dfna$applicant_race_name_1,dfna$applicant_ethnicity_name)
categories <- unique(dfna$Merged_Race_Ethnicity) 
numberOfCategories <- length(categories)
table(categories)
## categories
##                                                                                                                 American Indian or Alaska Native Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                  American Indian or Alaska Native Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                                                             American Indian or Alaska Native Not Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                                                                                            Asian Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                             Asian Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                                                                                                Asian Not applicable 
##                                                                                                                                                                   1 
##                                                                                                                                        Asian Not Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                                                                        Black or African American Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                         Black or African American Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                                                                            Black or African American Not applicable 
##                                                                                                                                                                   1 
##                                                                                                                    Black or African American Not Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                Information not provided by applicant in mail, Internet, or telephone application Hispanic or Latino 
##                                                                                                                                                                   1 
## Information not provided by applicant in mail, Internet, or telephone application Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                    Information not provided by applicant in mail, Internet, or telephone application Not applicable 
##                                                                                                                                                                   1 
##                                                            Information not provided by applicant in mail, Internet, or telephone application Not Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                                                        Native Hawaiian or Other Pacific Islander Hispanic or Latino 
##                                                                                                                                                                   1 
##                                         Native Hawaiian or Other Pacific Islander Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                                                    Native Hawaiian or Other Pacific Islander Not Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                                                                                       Not applicable Not applicable 
##                                                                                                                                                                   1 
##                                                                                                                                            White Hispanic or Latino 
##                                                                                                                                                                   1 
##                                                                             White Information not provided by applicant in mail, Internet, or telephone application 
##                                                                                                                                                                   1 
##                                                                                                                                                White Not applicable 
##                                                                                                                                                                   1 
##                                                                                                                                        White Not Hispanic or Latino 
##                                                                                                                                                                   1
dfna$White_Hispanic <- ifelse(dfna$Merged_Race_Ethnicity=='White Hispanic or Latino',1,0 )
dfna$White_Not_Hispanic <- ifelse(dfna$Merged_Race_Ethnicity=='White Not Hispanic or Latino',1,0)
dfna$Black_Not_Hispanic <-ifelse(dfna$Merged_Race_Ethnicity=='Black or African American Not Hispanic or Latino',1,0)
dfna$Black_Hispanic<-ifelse(dfna$Merged_Race_Ethnicity=='Black or African American Hispanic or Latino',1,0)
library(knitr)

approvedprop<-dfna$Loan_Approved
approvedtable<-table(approvedprop)
loanapprovedtable<-table(dfna$Loan_Approved,dfna$Loan_Not_Approved)
colnames(loanapprovedtable)<- c("Approved","Not Approved")
loantable<- addmargins(loanapprovedtable)
t1<-addmargins(approvedtable)
t2<-prop.table(loanapprovedtable)
kables(list(kable(t1,align="l",col.name=c("Approved","Total")),kable(t2,col.names = c("Approved","Proportion"))))
Approved Total
0 157722
1 203963
Sum 361685
Approved Proportion
0 0.2717392 0.1643364
1 0.5639244 0.0000000
y<-lm(Loan_Approved~White_Hispanic+Black_Hispanic +applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
library(stargazer)
## 
## Please cite as:
##  Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables.
##  R package version 5.2.2. https://CRAN.R-project.org/package=stargazer
stargazer(y,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## White_Hispanic                           0.021***          
##                                          (0.004)           
##                                                            
## Black_Hispanic                            -0.011           
##                                          (0.014)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.124***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.054***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.094***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.093***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.014            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.070***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.068***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.048***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.126***          
##                                          (0.012)           
##                                                            
## county_nameChenango County              -0.059***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                 -0.015           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.076***          
##                                          (0.013)           
##                                                            
## county_nameCortland County               0.036**           
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.082***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.052***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.060***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                  -0.037**          
##                                          (0.016)           
##                                                            
## county_nameFranklin County                -0.027           
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.038**          
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.060***          
##                                          (0.015)           
##                                                            
## county_nameGreene County                -0.062***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.006           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.054***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.052***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.064***          
##                                          (0.007)           
##                                                            
## county_nameLewis County                  0.123***          
##                                          (0.018)           
##                                                            
## county_nameLivingston County             0.056***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.036***          
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.057***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.065***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.049***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.058***          
##                                          (0.008)           
##                                                            
## county_nameNiagara County                0.058***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.094***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.061***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.047***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.062***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.022            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.049***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                 -0.033**          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.064***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.039***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.037***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County              -0.026***          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.054***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County                -0.010           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.005           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.092***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.053**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.099***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.014            
##                                          (0.013)           
##                                                            
## county_nameSteuben County                0.107***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.040***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.122***          
##                                          (0.013)           
##                                                            
## county_nameTioga County                  0.041***          
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.169***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                  -0.014           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.013           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.055***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.072***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.069***          
##                                          (0.007)           
##                                                            
## county_nameWyoming County                0.077***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.058***          
##                                          (0.019)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.489***          
##                                          (0.006)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.058            
## Adjusted R2                               0.058            
## Residual Std. Error                0.481 (df = 361617)     
## F Statistic                    331.258*** (df = 67; 361617)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y)

y2<-lm(Loan_Approved~White_Hispanic+White_Not_Hispanic +applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y2,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## White_Hispanic                           0.089***          
##                                          (0.004)           
##                                                            
## White_Not_Hispanic                       0.142***          
##                                          (0.002)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.128***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.053***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.079***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.082***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.005            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.057***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.056***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.036***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.116***          
##                                          (0.011)           
##                                                            
## county_nameChenango County              -0.068***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                -0.022*           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.078***          
##                                          (0.013)           
##                                                            
## county_nameCortland County                0.026            
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.082***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.050***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.056***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                 -0.042***          
##                                          (0.016)           
##                                                            
## county_nameFranklin County               -0.037**          
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.035**          
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.047***          
##                                          (0.015)           
##                                                            
## county_nameGreene County                -0.066***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.011           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.040***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.045***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.051***          
##                                          (0.007)           
##                                                            
## county_nameLewis County                  0.110***          
##                                          (0.018)           
##                                                            
## county_nameLivingston County             0.046***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.026**           
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.050***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.070***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.034***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.039***          
##                                          (0.007)           
##                                                            
## county_nameNiagara County                0.051***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.079***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.051***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.034***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.052***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.008            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.036***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                -0.041***          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.059***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.019***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.038***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County               -0.014**          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.050***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County               -0.013*           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.002           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.089***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.041**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.085***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.004            
##                                          (0.013)           
##                                                            
## county_nameSteuben County                0.097***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.037***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.124***          
##                                          (0.013)           
##                                                            
## county_nameTioga County                  0.030**           
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.165***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                  -0.013           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.018           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.060***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.058***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.059***          
##                                          (0.007)           
##                                                            
## county_nameWyoming County                0.062***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.044**           
##                                          (0.018)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.373***          
##                                          (0.006)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.072            
## Adjusted R2                               0.071            
## Residual Std. Error                0.478 (df = 361617)     
## F Statistic                    416.055*** (df = 67; 361617)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y2)

y3<-lm(Loan_Approved~Black_Hispanic+Black_Not_Hispanic +applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y3,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## Black_Hispanic                            -0.015           
##                                          (0.014)           
##                                                            
## Black_Not_Hispanic                       -0.009**          
##                                          (0.003)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.124***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.054***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.095***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.092***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.015            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.070***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.068***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.048***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.126***          
##                                          (0.012)           
##                                                            
## county_nameChenango County              -0.059***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                 -0.014           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.076***          
##                                          (0.013)           
##                                                            
## county_nameCortland County               0.036**           
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.081***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.052***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.061***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                  -0.037**          
##                                          (0.016)           
##                                                            
## county_nameFranklin County                -0.027           
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.038**          
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.060***          
##                                          (0.015)           
##                                                            
## county_nameGreene County                -0.061***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.006           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.054***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.052***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.065***          
##                                          (0.007)           
##                                                            
## county_nameLewis County                  0.123***          
##                                          (0.018)           
##                                                            
## county_nameLivingston County             0.057***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.036***          
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.058***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.065***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.048***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.058***          
##                                          (0.008)           
##                                                            
## county_nameNiagara County                0.058***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.094***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.061***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.047***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.060***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.022            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.049***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                 -0.032**          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.063***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.040***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.037***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County              -0.026***          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.053***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County                -0.010           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.005           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.092***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.053**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.099***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.014            
##                                          (0.013)           
##                                                            
## county_nameSteuben County                0.107***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.039***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.121***          
##                                          (0.013)           
##                                                            
## county_nameTioga County                  0.041***          
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.169***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                  -0.014           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.012           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.055***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.072***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.068***          
##                                          (0.007)           
##                                                            
## county_nameWyoming County                0.077***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.058***          
##                                          (0.019)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.489***          
##                                          (0.006)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.058            
## Adjusted R2                               0.058            
## Residual Std. Error                0.481 (df = 361617)     
## F Statistic                    330.790*** (df = 67; 361617)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y3)

y4<-lm(Loan_Approved~Black_Not_Hispanic+applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y4,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## Black_Not_Hispanic                       -0.008**          
##                                          (0.003)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.124***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.054***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.095***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.092***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.015            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.070***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.068***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.048***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.127***          
##                                          (0.012)           
##                                                            
## county_nameChenango County              -0.059***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                 -0.014           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.076***          
##                                          (0.013)           
##                                                            
## county_nameCortland County               0.036**           
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.081***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.052***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.061***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                  -0.037**          
##                                          (0.016)           
##                                                            
## county_nameFranklin County                -0.027           
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.038**          
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.060***          
##                                          (0.015)           
##                                                            
## county_nameGreene County                -0.061***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.006           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.054***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.052***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.065***          
##                                          (0.007)           
##                                                            
## county_nameLewis County                  0.123***          
##                                          (0.018)           
##                                                            
## county_nameLivingston County             0.057***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.036***          
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.058***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.065***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.048***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.058***          
##                                          (0.008)           
##                                                            
## county_nameNiagara County                0.058***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.094***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.061***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.047***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.060***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.022            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.049***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                 -0.032**          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.063***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.040***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.037***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County              -0.026***          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.053***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County                -0.010           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.005           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.092***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.053**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.099***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.014            
##                                          (0.013)           
##                                                            
## county_nameSteuben County                0.107***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.039***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.121***          
##                                          (0.013)           
##                                                            
## county_nameTioga County                  0.041***          
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.169***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                  -0.014           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.012           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.055***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.072***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.068***          
##                                          (0.007)           
##                                                            
## county_nameWyoming County                0.077***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.058***          
##                                          (0.019)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.489***          
##                                          (0.006)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.058            
## Adjusted R2                               0.058            
## Residual Std. Error                0.481 (df = 361618)     
## F Statistic                    335.783*** (df = 66; 361618)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y4)

y5<-lm(Loan_Approved~Male+Female+applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y5,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## Male                                     0.248***          
##                                          (0.003)           
##                                                            
## Female                                   0.257***          
##                                          (0.003)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.126***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.048***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.086***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.078***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.009            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.063***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.064***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.046***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.122***          
##                                          (0.011)           
##                                                            
## county_nameChenango County              -0.063***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                 -0.017           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.070***          
##                                          (0.013)           
##                                                            
## county_nameCortland County               0.032**           
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.077***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.043***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.060***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                  -0.038**          
##                                          (0.016)           
##                                                            
## county_nameFranklin County               -0.028*           
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.027*           
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.059***          
##                                          (0.014)           
##                                                            
## county_nameGreene County                -0.057***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.009           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.042***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.059***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.052***          
##                                          (0.006)           
##                                                            
## county_nameLewis County                  0.117***          
##                                          (0.017)           
##                                                            
## county_nameLivingston County             0.052***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.033***          
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.055***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.060***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.044***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.034***          
##                                          (0.007)           
##                                                            
## county_nameNiagara County                0.057***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.082***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.053***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.040***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.044***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.017            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.039***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                 -0.035**          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.055***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.030***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.033***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County               -0.018**          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.046***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County                -0.010           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.002           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.086***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.042**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.091***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.013            
##                                          (0.012)           
##                                                            
## county_nameSteuben County                0.105***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.035***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.115***          
##                                          (0.012)           
##                                                            
## county_nameTioga County                  0.035**           
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.169***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                 -0.0002           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.010           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.049***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.066***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.050***          
##                                          (0.006)           
##                                                            
## county_nameWyoming County                0.073***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.053***          
##                                          (0.018)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.259***          
##                                          (0.007)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.084            
## Adjusted R2                               0.084            
## Residual Std. Error                0.475 (df = 361617)     
## F Statistic                    493.416*** (df = 67; 361617)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y5)

y6<- lm(Loan_Approved~Male2+Female2+applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y6,type="text")
## 
## ===========================================================
##                                    Dependent variable:     
##                                ----------------------------
##                                       Loan_Approved        
## -----------------------------------------------------------
## Male2                                    0.066***          
##                                          (0.003)           
##                                                            
## Female2                                  0.073***          
##                                          (0.002)           
##                                                            
## applicant_income_000s                    0.001***          
##                                         (0.00002)          
##                                                            
## loan_purpose_nameHome purchase           0.120***          
##                                          (0.003)           
##                                                            
## loan_purpose_nameRefinancing            -0.058***          
##                                          (0.003)           
##                                                            
## county_nameAllegany County               0.088***          
##                                          (0.016)           
##                                                            
## county_nameBronx County                 -0.084***          
##                                          (0.008)           
##                                                            
## county_nameBroome County                  0.012            
##                                          (0.009)           
##                                                            
## county_nameCattaraugus County            0.066***          
##                                          (0.014)           
##                                                            
## county_nameCayuga County                 0.068***          
##                                          (0.012)           
##                                                            
## county_nameChautauqua County             0.045***          
##                                          (0.011)           
##                                                            
## county_nameChemung County                0.125***          
##                                          (0.011)           
##                                                            
## county_nameChenango County              -0.065***          
##                                          (0.016)           
##                                                            
## county_nameClinton County                 -0.019           
##                                          (0.013)           
##                                                            
## county_nameColumbia County              -0.075***          
##                                          (0.013)           
##                                                            
## county_nameCortland County               0.033**           
##                                          (0.016)           
##                                                            
## county_nameDelaware County              -0.083***          
##                                          (0.016)           
##                                                            
## county_nameDutchess County              -0.049***          
##                                          (0.008)           
##                                                            
## county_nameErie County                   0.061***          
##                                          (0.006)           
##                                                            
## county_nameEssex County                  -0.039**          
##                                          (0.016)           
##                                                            
## county_nameFranklin County               -0.028*           
##                                          (0.016)           
##                                                            
## county_nameFulton County                 -0.037**          
##                                          (0.015)           
##                                                            
## county_nameGenesee County                0.057***          
##                                          (0.015)           
##                                                            
## county_nameGreene County                -0.062***          
##                                          (0.013)           
##                                                            
## county_nameHamilton County                -0.009           
##                                          (0.034)           
##                                                            
## county_nameHerkimer County               0.050***          
##                                          (0.012)           
##                                                            
## county_nameJefferson County              0.049***          
##                                          (0.010)           
##                                                            
## county_nameKings County                 -0.055***          
##                                          (0.007)           
##                                                            
## county_nameLewis County                  0.117***          
##                                          (0.018)           
##                                                            
## county_nameLivingston County             0.052***          
##                                          (0.013)           
##                                                            
## county_nameMadison County                0.033***          
##                                          (0.012)           
##                                                            
## county_nameMonroe County                 0.057***          
##                                          (0.006)           
##                                                            
## county_nameMontgomery County            -0.064***          
##                                          (0.016)           
##                                                            
## county_nameNassau County                -0.046***          
##                                          (0.006)           
##                                                            
## county_nameNew York County              -0.036***          
##                                          (0.008)           
##                                                            
## county_nameNiagara County                0.057***          
##                                          (0.009)           
##                                                            
## county_nameOneida County                 0.090***          
##                                          (0.008)           
##                                                            
## county_nameOnondaga County               0.060***          
##                                          (0.007)           
##                                                            
## county_nameOntario County                0.043***          
##                                          (0.010)           
##                                                            
## county_nameOrange County                -0.055***          
##                                          (0.007)           
##                                                            
## county_nameOrleans County                 0.021            
##                                          (0.017)           
##                                                            
## county_nameOswego County                 0.046***          
##                                          (0.010)           
##                                                            
## county_nameOtsego County                 -0.037**          
##                                          (0.014)           
##                                                            
## county_namePutnam County                -0.059***          
##                                          (0.011)           
##                                                            
## county_nameQueens County                -0.035***          
##                                          (0.006)           
##                                                            
## county_nameRensselaer County            -0.039***          
##                                          (0.009)           
##                                                            
## county_nameRichmond County              -0.022***          
##                                          (0.007)           
##                                                            
## county_nameRockland County              -0.047***          
##                                          (0.008)           
##                                                            
## county_nameSaratoga County                -0.010           
##                                          (0.008)           
##                                                            
## county_nameSchenectady County             -0.005           
##                                          (0.009)           
##                                                            
## county_nameSchoharie County             -0.093***          
##                                          (0.017)           
##                                                            
## county_nameSchuyler County               0.046**           
##                                          (0.021)           
##                                                            
## county_nameSeneca County                 0.095***          
##                                          (0.017)           
##                                                            
## county_nameSt. Lawrence County            0.010            
##                                          (0.013)           
##                                                            
## county_nameSteuben County                0.103***          
##                                          (0.011)           
##                                                            
## county_nameSuffolk County               -0.038***          
##                                          (0.006)           
##                                                            
## county_nameSullivan County              -0.118***          
##                                          (0.013)           
##                                                            
## county_nameTioga County                  0.035**           
##                                          (0.015)           
##                                                            
## county_nameTompkins County               0.165***          
##                                          (0.013)           
##                                                            
## county_nameUlster County                  -0.011           
##                                          (0.009)           
##                                                            
## county_nameWarren County                  -0.016           
##                                          (0.012)           
##                                                            
## county_nameWashington County            -0.057***          
##                                          (0.013)           
##                                                            
## county_nameWayne County                  0.068***          
##                                          (0.010)           
##                                                            
## county_nameWestchester County           -0.060***          
##                                          (0.007)           
##                                                            
## county_nameWyoming County                0.072***          
##                                          (0.016)           
##                                                            
## county_nameYates County                  0.049***          
##                                          (0.019)           
##                                                            
## minority_population                     -0.001***          
##                                         (0.00004)          
##                                                            
## Constant                                 0.484***          
##                                          (0.006)           
##                                                            
## -----------------------------------------------------------
## Observations                             361,685           
## R2                                        0.062            
## Adjusted R2                               0.062            
## Residual Std. Error                0.480 (df = 361617)     
## F Statistic                    356.978*** (df = 67; 361617)
## ===========================================================
## Note:                           *p<0.1; **p<0.05; ***p<0.01
plot(y6)

y7<-lm(Loan_Approved~Male+Female+ I(Male* applicant_income_000s)+applicant_income_000s + loan_purpose_name + county_name + minority_population,data=dfna)
stargazer(y7,type="text")
## 
## ============================================================
##                                     Dependent variable:     
##                                 ----------------------------
##                                        Loan_Approved        
## ------------------------------------------------------------
## Male                                      0.274***          
##                                           (0.004)           
##                                                             
## Female                                    0.259***          
##                                           (0.003)           
##                                                             
## I(Male * applicant_income_000s)          -0.0003***         
##                                          (0.00003)          
##                                                             
## applicant_income_000s                     0.001***          
##                                          (0.00002)          
##                                                             
## loan_purpose_nameHome purchase            0.126***          
##                                           (0.003)           
##                                                             
## loan_purpose_nameRefinancing             -0.048***          
##                                           (0.003)           
##                                                             
## county_nameAllegany County                0.085***          
##                                           (0.016)           
##                                                             
## county_nameBronx County                  -0.078***          
##                                           (0.008)           
##                                                             
## county_nameBroome County                   0.009            
##                                           (0.009)           
##                                                             
## county_nameCattaraugus County             0.063***          
##                                           (0.014)           
##                                                             
## county_nameCayuga County                  0.063***          
##                                           (0.012)           
##                                                             
## county_nameChautauqua County              0.046***          
##                                           (0.011)           
##                                                             
## county_nameChemung County                 0.122***          
##                                           (0.011)           
##                                                             
## county_nameChenango County               -0.063***          
##                                           (0.016)           
##                                                             
## county_nameClinton County                  -0.018           
##                                           (0.013)           
##                                                             
## county_nameColumbia County               -0.070***          
##                                           (0.013)           
##                                                             
## county_nameCortland County                0.032**           
##                                           (0.016)           
##                                                             
## county_nameDelaware County               -0.077***          
##                                           (0.016)           
##                                                             
## county_nameDutchess County               -0.043***          
##                                           (0.008)           
##                                                             
## county_nameErie County                    0.060***          
##                                           (0.006)           
##                                                             
## county_nameEssex County                   -0.038**          
##                                           (0.016)           
##                                                             
## county_nameFranklin County                -0.029*           
##                                           (0.016)           
##                                                             
## county_nameFulton County                  -0.028*           
##                                           (0.015)           
##                                                             
## county_nameGenesee County                 0.058***          
##                                           (0.014)           
##                                                             
## county_nameGreene County                 -0.057***          
##                                           (0.013)           
##                                                             
## county_nameHamilton County                 -0.009           
##                                           (0.034)           
##                                                             
## county_nameHerkimer County                0.041***          
##                                           (0.012)           
##                                                             
## county_nameJefferson County               0.059***          
##                                           (0.010)           
##                                                             
## county_nameKings County                  -0.052***          
##                                           (0.006)           
##                                                             
## county_nameLewis County                   0.116***          
##                                           (0.017)           
##                                                             
## county_nameLivingston County              0.052***          
##                                           (0.013)           
##                                                             
## county_nameMadison County                 0.033***          
##                                           (0.012)           
##                                                             
## county_nameMonroe County                  0.055***          
##                                           (0.006)           
##                                                             
## county_nameMontgomery County             -0.061***          
##                                           (0.016)           
##                                                             
## county_nameNassau County                 -0.044***          
##                                           (0.006)           
##                                                             
## county_nameNew York County               -0.036***          
##                                           (0.007)           
##                                                             
## county_nameNiagara County                 0.057***          
##                                           (0.009)           
##                                                             
## county_nameOneida County                  0.081***          
##                                           (0.008)           
##                                                             
## county_nameOnondaga County                0.053***          
##                                           (0.007)           
##                                                             
## county_nameOntario County                 0.040***          
##                                           (0.010)           
##                                                             
## county_nameOrange County                 -0.044***          
##                                           (0.007)           
##                                                             
## county_nameOrleans County                  0.016            
##                                           (0.017)           
##                                                             
## county_nameOswego County                  0.038***          
##                                           (0.010)           
##                                                             
## county_nameOtsego County                  -0.035**          
##                                           (0.014)           
##                                                             
## county_namePutnam County                 -0.055***          
##                                           (0.011)           
##                                                             
## county_nameQueens County                 -0.030***          
##                                           (0.006)           
##                                                             
## county_nameRensselaer County             -0.034***          
##                                           (0.009)           
##                                                             
## county_nameRichmond County                -0.018**          
##                                           (0.007)           
##                                                             
## county_nameRockland County               -0.046***          
##                                           (0.008)           
##                                                             
## county_nameSaratoga County                 -0.010           
##                                           (0.008)           
##                                                             
## county_nameSchenectady County              -0.002           
##                                           (0.009)           
##                                                             
## county_nameSchoharie County              -0.086***          
##                                           (0.017)           
##                                                             
## county_nameSchuyler County                0.042**           
##                                           (0.021)           
##                                                             
## county_nameSeneca County                  0.090***          
##                                           (0.017)           
##                                                             
## county_nameSt. Lawrence County             0.012            
##                                           (0.012)           
##                                                             
## county_nameSteuben County                 0.104***          
##                                           (0.011)           
##                                                             
## county_nameSuffolk County                -0.035***          
##                                           (0.006)           
##                                                             
## county_nameSullivan County               -0.115***          
##                                           (0.012)           
##                                                             
## county_nameTioga County                   0.034**           
##                                           (0.015)           
##                                                             
## county_nameTompkins County                0.168***          
##                                           (0.013)           
##                                                             
## county_nameUlster County                   -0.001           
##                                           (0.009)           
##                                                             
## county_nameWarren County                   -0.010           
##                                           (0.012)           
##                                                             
## county_nameWashington County             -0.050***          
##                                           (0.013)           
##                                                             
## county_nameWayne County                   0.065***          
##                                           (0.010)           
##                                                             
## county_nameWestchester County            -0.051***          
##                                           (0.006)           
##                                                             
## county_nameWyoming County                 0.072***          
##                                           (0.016)           
##                                                             
## county_nameYates County                   0.053***          
##                                           (0.018)           
##                                                             
## minority_population                      -0.001***          
##                                          (0.00004)          
##                                                             
## Constant                                  0.243***          
##                                           (0.007)           
##                                                             
## ------------------------------------------------------------
## Observations                              361,685           
## R2                                         0.084            
## Adjusted R2                                0.084            
## Residual Std. Error                 0.475 (df = 361616)     
## F Statistic                     487.301*** (df = 68; 361616)
## ============================================================
## Note:                            *p<0.1; **p<0.05; ***p<0.01
plot(y7)